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2020 – today
- 2025
[j175]Qiaowang Li, Yaser Gamallat, Jon G. Rokne, Tarek A. Bismar, Reda Alhajj:
BioLake: an RNA expression analysis framework for prostate cancer biomarker powered by data lakehouse. BMC Bioinform. 26(1): 37 (2025)- [j174]Sahar Taneera, Reda Alhajj:
Diagnosis of autism spectrum disorder: a systematic review of clinical and artificial intelligence methods. Netw. Model. Anal. Health Informatics Bioinform. 14(1): 7 (2025) - [j173]Eslam Abushaaban, Reda Alhajj:
A survey on computational methods used for drug repositioning. Netw. Model. Anal. Health Informatics Bioinform. 14(1): 8 (2025) - 2024
- [j172]Yigit Hakverdi
, Melih Urve Gümüs, Ayhan Tastekin, Kadir Idin, Murat Kangin, Tansel Özyer, Reda Alhajj:
Enhancing ICU Management and Addressing Challenges in Türkiye Through AI-Powered Patient Classification and Increased Usability With ICU Placement Software. IEEE Access 12: 146121-146136 (2024) - [j171]Amir Sohel, Md. Shahriar Shakil, Shah Md. Tanvir Siddiquee, Ahmed Al Marouf, Jon G. Rokne, Reda Alhajj:
Enhanced Potato Pest Identification: A Deep Learning Approach for Identifying Potato Pests. IEEE Access 12: 172149-172161 (2024) - [j170]Kashfia Sailunaz, Sleiman Alhajj, Tansel Özyer, Jon G. Rokne, Reda Alhajj:
A survey on brain tumor image analysis. Medical Biol. Eng. Comput. 62(1): 1-45 (2024) - [j169]Busra Karatay, Deniz Bestepe, Kashfia Sailunaz, Tansel Özyer, Reda Alhajj:
CNN-Transformer based emotion classification from facial expressions and body gestures. Multim. Tools Appl. 83(8): 23129-23171 (2024) - [j168]Kashfia Sailunaz, Deniz Bestepe, Lama Alhajj, Tansel Özyer, Jon G. Rokne, Reda Alhajj:
A survey of artificial intelligence/machine learning-based trends for prostate cancer analysis. Netw. Model. Anal. Health Informatics Bioinform. 13(1): 38 (2024) - [j167]Alireza Arvandi, Jon G. Rokne, Reda Alhajj:
Twitter analysis in emergency management: recent research and trends. Soc. Netw. Anal. Min. 14(1): 154 (2024) - [c266]Murat Ucan, Buket Kaya, Mehmet Kaya, Reda Alhajj:
Medical Report Generation from Medical Images Using Vision Transformer and Bart Deep Learning Architectures. ASONAM (4) 2024: 257-267 - 2023
- [j166]Reyhan Zeynep Pek, Sibel Tariyan Özyer, Tarek Elhage, Tansel Özyer, Reda Alhajj:
The Role of Machine Learning in Identifying Students At-Risk and Minimizing Failure. IEEE Access 11: 1224-1243 (2023) - [j165]Khan Md. Hasib, Sami Azam, Asif Karim, Ahmed Al Marouf, F. M. Javed Mehedi Shamrat, Sidratul Montaha, Kheng Cher Yeo, Mirjam Jonkman, Reda Alhajj, Jon G. Rokne:
MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data. IEEE Access 11: 93048-93063 (2023) - [j164]Muhammed Talha Zavalsiz, Sleiman Alhajj, Kashfia Sailunaz, Tansel Özyer, Reda Alhajj:
A comparative study of different pre-trained deep learning models and custom CNN for pancreatic tumor detection. Int. Arab J. Inf. Technol. 20(3A): 515-526 (2023) - [j163]Kashfia Sailunaz, Tansel Özyer, Jon G. Rokne, Reda Alhajj:
A survey of machine learning-based methods for COVID-19 medical image analysis. Medical Biol. Eng. Comput. 61(6): 1257-1297 (2023) - [c265]Tansel Özyer, Reda Alhajj, Jon G. Rokne, Kashfia Sailunaz, Gabriela Jurca, Deniz Bestepe, Lama Alhajj, Busra Kartay:
KoExPubMed: A Tool for Effective and Customized Knowledge Extraction from PubMed. ASONAM 2023: 431-435 - [c264]Tansel Özyer, Gözde Yurtdas, Loubaba Alhajj, Jon G. Rokne, Kashfia Sailunaz, Reda Alhajj:
Creating a Learning Profile by Using Face and Emotion Recognition. ASONAM 2023: 551-557 - [c263]Tansel Özyer, Reyhan Zeynep Pek, Muhammed Talha Zavalsiz, Melis Serdar, Sleiman Alhajj, Lama Alhajj, Jon G. Rokne, Reda Alhajj, Kashfia Sailunaz:
Investigating The Roles of microRNAs / lncRNAs in Characterizing Breast Cancer Subtypes and Prognosis. ASONAM 2023: 588-595 - [c262]Ahmed Al Marouf, Reda Alhajj, Jon G. Rokne, Sunita Ghose, Tarek A. Bismar:
Exploring Gene Expression and Clinical Data for Identifying Prostate Cancer Severity Levels using Machine Learning Methods. CCECE 2023: 186-191 - [c261]Malek Malkawi, Reda Alhajj:
Real-time web-based International Flight Tickets Recommendation System via Apache Spark. IRI 2023: 279-282 - [e13]Xingpeng Jiang, Haiying Wang, Reda Alhajj, Xiaohua Hu, Felix Engel, Mufti Mahmud, Nadia Pisanti, Xuefeng Cui, Hong Song:
IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023, Istanbul, Turkiye, December 5-8, 2023. IEEE 2023, ISBN 979-8-3503-3748-8 [contents] - 2022
- [j162]Ahmed Al Marouf, Jon G. Rokne, Reda Alhajj:
Detecting and Understanding Sentiment Trends and Emotion Patterns of Twitter Users - A Study on the Demise of a Bollywood Celebrity. Big Data Cogn. Comput. 6(4): 129 (2022) - [j161]Kashfia Sailunaz, Jalal Kawash, Reda Alhajj:
Tweet and user validation with supervised feature ranking and rumor classification. Multim. Tools Appl. 81(22): 31907-31927 (2022) - [c260]Gözde Yurtdas, Kagan Aslan, Sibel Tariyan Özyer, Tansel Özyer, Mehmet Kaya, Reda Alhajj:
A Prediction Approach for the Functional Effects of Non-Coding Gene Variants. ACIT 2022: 1-6 - [c259]Muhammed Talha Zavalsiz, Sleiman Alhajj, Kashfia Sailunaz, Tansel Özyer, Reda Alhajj:
Pancreatic Tumor Detection by Convolutional Neural Networks. ACIT 2022: 1-6 - [c258]Serkan Üçer, Tansel Özyer, Reda Alhajj:
Classes versus Communities: Outlier Detection and Removal in Tabular Datasets via Social Network Analysis (ClaCO). ASONAM 2022: 316-323 - [c257]Salim Afra, Tansel Özyer, Jon G. Rokne, Reda Alhajj:
NetDriller-V3: A Powerful Social Network Analysis Tool. ASONAM 2022: 570-574 - [c256]Kashfia Sailunaz, Deniz Bestepe, Sleiman Alhajj, Tansel Özyer, Jon G. Rokne, Reda Alhajj:
Convex Hull in Brain Tumor Segmentation. BI 2022: 210-225 - [i4]Gulsade Rabia Cakmak, Ibrahim Ethem Hamamci, Mehmet Kursat Yilmaz, Reda Alhajj, Ibrahim Azboy, Mehmet Kemal Özdemir:
AutoCOR: Autonomous Condylar Offset Ratio Calculator on TKA-Postoperative Lateral Knee X-ray. CoRR abs/2204.03120 (2022) - 2021
- [j160]Md. Milon Islam, Fakhri Karray, Reda Alhajj, Jia Zeng:
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19). IEEE Access 9: 30551-30572 (2021) - [j159]Tamer N. Jarada, Jon G. Rokne, Reda Alhajj:
SNF-NN: computational method to predict drug-disease interactions using similarity network fusion and neural networks. BMC Bioinform. 22(1): 28 (2021) - [j158]Salim Afra, Reda Alhajj:
Integrated framework for criminal network extraction from Web. J. Inf. Sci. 47(2) (2021) - [j157]Tamer N. Jarada, Jon G. Rokne, Reda Alhajj:
SNF-CVAE: Computational method to predict drug-disease interactions using similarity network fusion and collective variational autoencoder. Knowl. Based Syst. 212: 106585 (2021) - [j156]Tansel Özyer, Ak Duygu Selin, Reda Alhajj:
Human action recognition approaches with video datasets - A survey. Knowl. Based Syst. 222: 106995 (2021) - [c255]Nawazish Ali, Imran Hasan, Tansel Özyer, Reda Alhajj:
Driver Drowsiness Detection by Employing CNN and Dlib. ACIT 2021: 1-5 - [c254]Ziad Elgammal, Abdullah Barmu, Hamza Hassan, Khaled Walid Elgammal, Tansel Özyer, Reda Alhajj:
Matching Applicants with Positions for Better Allocation of Employees in the Job Market. ACIT 2021: 1-5 - [c253]Berk Kardas, Ismail Erdem Bayar, Tansel Özyer, Reda Alhajj:
Detecting spam tweets using machine learning and effective preprocessing. ASONAM 2021: 393-398 - [c252]Nadir Emre Zirbilek, Mustafa Erakin, Tansel Özyer, Reda Alhajj:
Hot topic detection and evaluation of multi-relation effects. ASONAM 2021: 416-422 - [c251]M. Taleb Albrijawi, Amrou Haj Ibrahim, Reda Alhajj:
Predictions of drug metabolism pathways through CYP 3A4 enzyme by analysing drug-target interactions network graph. ASONAM 2021: 495-501 - [c250]Malek Malkawi, Tansel Özyer, Reda Alhajj:
Automation of active reconnaissance phase: an automated API-based port and vulnerability scanner. ASONAM 2021: 622-629 - [c249]Abdullah Sarhan, Jon G. Rokne, Reda Alhajj:
H-OCS: A Hybrid Optic Cup Segmentation of Retinal Images. CAIP (1) 2021: 123-134 - 2020
- [j155]Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj:
A password creation and validation system for social media platforms based on big data analytics. J. Ambient Intell. Humaniz. Comput. 11(1): 53-73 (2020) - [j154]Tamer N. Jarada, Jon G. Rokne, Reda Alhajj:
A review of computational drug repositioning: strategies, approaches, opportunities, challenges, and directions. J. Cheminformatics 12(1): 46 (2020) - [c248]Abdullah Sarhan, Ali Al-KhazÁly, Adam Gorner, Andrew Swift, Jon G. Rokne, Reda Alhajj, Andrew Crichton:
Utilizing Transfer Learning and a Customized Loss Function for Optic Disc Segmentation from Retinal Images. ACCV (5) 2020: 687-703 - [c247]Tansel Özyer, Ak Duygu Selin, Reda Alhajj:
Recent Trends in Emotion Analysis: A Big Data Analysis Perspective. ASONAM 2020: 710-714 - [c246]Abdullah Sarhan, Jon G. Rokne, Reda Alhajj, Andrew Crichton:
Transfer Learning Through Weighted Loss Function and Group Normalization for Vessel Segmentation from Retinal Images. ICPR 2020: 9211-9218 - [i3]Md. Milon Islam, Fakhri Karray, Reda Alhajj, Jia Zeng:
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19). CoRR abs/2008.04815 (2020) - [i2]Abdullah Sarhan, Ali Al-KhazÁly, Adam Gorner, Andrew Swift, Jon G. Rokne, Reda Alhajj, Andrew Crichton:
Utilizing Transfer Learning and a Customized Loss Function for Optic Disc Segmentation from Retinal Images. CoRR abs/2010.00583 (2020) - [i1]Abdullah Sarhan, Jon G. Rokne, Reda Alhajj, Andrew Crichton:
Transfer Learning Through Weighted Loss Function and Group Normalization for Vessel Segmentation from Retinal Images. CoRR abs/2012.09250 (2020)
2010 – 2019
- 2019
- [j153]Abdullah Sarhan, Jon G. Rokne, Reda Alhajj:
Glaucoma detection using image processing techniques: A literature review. Comput. Medical Imaging Graph. 78 (2019) - [j152]Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj:
Effective induction of gene regulatory networks using a novel recommendation method. Int. J. Data Min. Bioinform. 22(2): 91-112 (2019) - [j151]Kashfia Sailunaz, Reda Alhajj:
Emotion and sentiment analysis from Twitter text. J. Comput. Sci. 36 (2019) - [j150]Alper Aksaç, Tansel Özyer, Reda Alhajj:
CutESC: Cutting edge spatial clustering technique based on proximity graphs. Pattern Recognit. 96 (2019) - [j149]Wenli Looi, Manmeet Dhaliwal, Reda Alhajj, Jon G. Rokne:
Recommender System for Items in Dota 2. IEEE Trans. Games 11(4): 396-404 (2019) - [c245]Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj:
Multivariate motif detection in local weather big data. ASONAM 2019: 749-756 - [c244]Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj:
Text mining for malware classification using multivariate all repeated patterns detection. ASONAM 2019: 887-894 - [c243]Hüseyin Vural, Mehmet Kaya, Reda Alhajj:
A model based on random walk with restart to predict circRNA-disease associations on heterogeneous network. ASONAM 2019: 929-932 - [p26]Satara Cressy, B. L. Pham, Hannah Wright, Reda Alhajj:
Detecting Canadian Internet Satisfaction by Analyzing Twitter Accounts of Shaw Communications - Analyzing Twitter Accounts of Shaw Communications. Influence and Behavior Analysis in Social Networks and Social Media 2019: 105-126 - [e12]Mehmet Kaya, Reda Alhajj:
Influence and Behavior Analysis in Social Networks and Social Media. Lecture Notes in Social Networks, Springer 2019, ISBN 978-3-030-02591-5 [contents] - 2018
- [j148]Makbule Gulcin Ozsoy, Tansel Özyer, Faruk Polat, Reda Alhajj:
Realizing drug repositioning by adapting a recommendation system to handle the process. BMC Bioinform. 19(1): 136:1-136:14 (2018) - [j147]Makbule Gulcin Ozsoy, Tansel Özyer, Faruk Polat, Reda Alhajj:
Correction to: Realizing drug repositioning by adapting a recommendation system to handle the process. BMC Bioinform. 19(1): 250:1 (2018) - [j146]Sara Aghakhani, Ala Qabaja, Reda Alhajj:
Integration of k-means clustering algorithm with network analysis for drug-target interactions network prediction. Int. J. Data Min. Bioinform. 20(3): 185-212 (2018) - [j145]Fatemeh Keshavarz, Ayeshaa Abdul Waheed, Btissam Rachdi, Reda Alhajj:
Review Spam Detection by Highlighting Potential Spammers and Diminishing Their Effect. Int. J. E Bus. Res. 14(1): 54-76 (2018) - [j144]Abdullah Sarhan, Jon G. Rokne, Reda Alhajj:
Integrating flexibility and fuzziness into a question driven query model. Inf. Sci. 430: 349-377 (2018) - [j143]Ertan Bütün, Mehmet Kaya, Reda Alhajj:
Extension of neighbor-based link prediction methods for directed, weighted and temporal social networks. Inf. Sci. 463-464: 152-165 (2018) - [j142]Kashfia Sailunaz, Manmeet Dhaliwal, Jon G. Rokne, Reda Alhajj:
Emotion detection from text and speech: a survey. Soc. Netw. Anal. Min. 8(1): 28:1-28:26 (2018) - [c242]Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj:
Clickstream Analytics: An Experimental Analysis of the Amazon Users' Simulated Monthly Traffic. ASONAM 2018: 841-848 - [c241]Betul Bulut, Buket Kaya, Reda Alhajj, Mehmet Kaya:
A Paper Recommendation System Based on User's Research Interests. ASONAM 2018: 911-915 - [c240]Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj:
Text Mining for Plagiarism Detection: Multivariate Pattern Detection for Recognition of Text Similarities. ASONAM 2018: 938-945 - [c239]Hüseyin Vural, Buket Kaya, Reda Alhajj, Mehmet Kaya:
Prediction of New Potential Micro RNAs-Environmental Factor Associations Based on KATZ Measure. ASONAM 2018: 1002-1006 - [c238]Reda Alhajj:
Advanced Technology and Social Media Influence on Research, Industry and Community. CIIA 2018: 1-9 - [c237]Ekim Kurtulmaz, Ravsan Aziz, Ural Ucar, Tansel Özyer, Reda Alhajj:
Periodicity detection in turkish stock market. SIU 2018: 1-4 - [p25]Gabriela Jurca, Omar Addam, Jon G. Rokne, Reda Alhajj:
Diversity and Influence as Key Measures to Assess Candidates for Hiring or Promotion in Academia. Social Network Based Big Data Analysis and Applications 2018: 85-103 - [p24]Gabriela Jurca, Omar Addam, Jon G. Rokne, Reda Alhajj:
Timelines of Prostate Cancer Biomarkers. Social Network Based Big Data Analysis and Applications 2018: 105-121 - [p23]Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj:
Dynamic Pattern Detection for Big Data Stream Analytics. Social Network Based Big Data Analysis and Applications 2018: 183-200 - [p22]Salim Afra, Reda Alhajj:
Combining Feature Extraction and Clustering for Better Face Recognition. Social Network Based Big Data Analysis and Applications 2018: 223-241 - [e11]Reda Alhajj, Heinz Ulrich Hoppe, Tobias Hecking, Piotr Bródka, Przemyslaw Kazienko:
Network Intelligence Meets User Centered Social Media Networks [4th European Network Intelligence Conference, ENIC 2017, Duisburg, Germany, September 11-12, 2017]. Lecture Notes in Social Networks, Springer 2018, ISBN 978-3-319-90311-8 [contents] - [e10]Reda Alhajj, Jon G. Rokne:
Encyclopedia of Social Network Analysis and Mining, 2nd Edition. Springer 2018 [contents] - 2017
- [j141]Utku Erdogdu, Faruk Polat, Reda Alhajj:
Employing decomposable partially observable Markov decision processes to control gene regulatory networks. Artif. Intell. Medicine 83: 14-34 (2017) - [j140]Serkan Üçer, Yunuscan Kocak, Tansel Özyer, Reda Alhajj:
Social network Analysis-based classifier (SNAc): A case study on time course gene expression data. Comput. Methods Programs Biomed. 150: 73-84 (2017) - [j139]Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj:
Advanced Network Data Analytics for Large-Scale DDoS Attack Detection. Int. J. Cyber Warf. Terror. 7(3): 44-54 (2017) - [j138]Iyad Suleiman, Maha Arslan, Reda Alhajj, Mick J. Ridley:
Prediction Model of School Readiness. J. Inf. Knowl. Manag. 16(3): 1750023:1-1750023:55 (2017) - [j137]Alper Aksaç, Tansel Özyer, Reda Alhajj:
Complex networks driven salient region detection based on superpixel segmentation. Pattern Recognit. 66: 268-279 (2017) - [j136]Utku Sirin, Faruk Polat, Reda Alhajj:
Batch Mode TD(λ) for Controlling Partially Observable Gene Regulatory Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 14(6): 1214-1227 (2017) - [c236]Ahmad Kassem, Umut Ozan Yildirim, Kadir Anil Turgut, Uffe Kock Wiil, Tansel Özyer, Reda Alhajj:
Effectiveness of Mobile Electrocardiogram in Healthcare: From Mobile Application and Development to Community Reaction. ASONAM 2017: 896-903 - [c235]Ertan Bütün, Mehmet Kaya, Reda Alhajj:
A Supervised Learning Method for Prediction Citation Count of Scientists in Citation Networks. ASONAM 2017: 952-958 - [c234]Ahmet Enis Erdogan, Tolga Yilmaz, Onur Can Sert, Mirun Akyüz, Tansel Özyer, Reda Alhajj:
From Social Media Analysis to Ubiquitous Event Monitoring: The case of Turkish Tweets. ASONAM 2017: 1088-1095 - [c233]Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj:
Text Mining in Unclean, Noisy or Scrambled Datasets for Digital Forensics Analytics. EISIC 2017: 76-83 - [c232]Sara Aghakhani, Reda Alhajj, Jon G. Rokne, Philip Chang:
An Effective LmRMR for Financial Variable Selection and its Applications. IRI 2017: 535-543 - [p21]Salim Afra, Alper Aksaç, Tansel Özyer, Reda Alhajj:
Link Prediction by Network Analysis. Prediction and Inference from Social Networks and Social Media 2017: 97-114 - 2016
- [j135]Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj:
Repeated patterns detection in big data using classification and parallelism on LERP Reduced Suffix Arrays. Appl. Intell. 45(3): 567-597 (2016) - [j134]Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj:
Making recommendations by integrating information from multiple social networks. Appl. Intell. 45(4): 1047-1065 (2016) - [j133]Utku Sirin, Utku Erdogdu, Faruk Polat, Mehmet Tan, Reda Alhajj:
Effective gene expression data generation framework based on multi-model approach. Artif. Intell. Medicine 70: 41-61 (2016) - [j132]Mehmet Kaya, Buket Kaya, Reda Alhajj:
A novel multi-objective genetic algorithm for multiple sequence alignment. Int. J. Data Min. Bioinform. 14(2): 139-158 (2016) - [j131]Yunuscan Kocak, Tansel Özyer, Reda Alhajj:
Utilizing maximal frequent itemsets and social network analysis for HIV data analysis. J. Cheminformatics 8(1): 71:1-71:15 (2016) - [j130]Omar Addam, Alan Chia-Lung Chen, Winsor Hoang, Jon G. Rokne, Reda Alhajj:
Foreign exchange data crawling and analysis for knowledge discovery leading to informative decision making. Knowl. Based Syst. 102: 1-19 (2016) - [c231]Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj:
Time preference aware dynamic recommendation enhanced with location, social network and temporal information. ASONAM 2016: 909-916 - [c230]Konstantinos F. Xylogiannopoulos, Reda Alhajj, Panagiotis Karampelas:
Frequent and non-frequent pattern detection in big data streams: An experimental simulation in 1 trillion data points. ASONAM 2016: 931-938 - [c229]Yunuscan Kocak, Tansel Özyer, Reda Alhajj:
Classification of HIV data by constructing a social network with frequent itemsets. ASONAM 2016: 949-953 - [c228]Ertan Butun, Mehmet Kaya, Reda Alhajj:
A new topological metric for link prediction in directed, weighted and temporal networks. ASONAM 2016: 954-959 - 2015
- [j129]Orkun Ozturk, Alper Aksaç, Tansel Özyer, Reda Alhajj:
Boosting real-time recognition of hand posture and gesture for virtual mouse operations with segmentation. Appl. Intell. 43(4): 786-801 (2015) - [j128]M. Omair Shafiq, Reda Alhajj, Jon G. Rokne:
On personalizing Web search using social network analysis. Inf. Sci. 314: 55-76 (2015) - [j127]Alan Chia-Lung Chen, Ahmad Elhajj, Shang Gao, Abdullah Sarhan, Salim Afra, Ahmad Kassem, Reda Alhajj:
Approximating the maximum common subgraph isomorphism problem with a weighted graph. Knowl. Based Syst. 85: 265-276 (2015) - [j126]Mohammad Moshirpour, Shimaa M. El-Sherif, Reda Alhajj, Behrouz H. Far:
Verification of lack of emergent behavior in extending a social network of agents. Soc. Netw. Anal. Min. 5(1): 1:1-1:13 (2015) - [j125]Przemyslaw Kazienko, Reda Alhajj, Jaideep Srivastava:
Computational Aspects of Social Network Analysis. Sci. Program. 2015: 961610:1-961610:2 (2015) - [c227]Ioanna K. Lekea, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, Reda Alhajj:
Tactics, weapons, targets and rationale behind the actions of the mostly operational terrorist groups across Europe. ASONAM 2015: 1010-1016 - [c226]Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj:
Sequential All Frequent Itemsets Detection: A Method to Detect All Frequent Sequential Itemsets Using LERP-Reduced Suffix Array Data Structure and ARPaD Algorithm. ASONAM 2015: 1141-1148 - [c225]Mujtaba Jawed, Mehmet Kaya, Reda Alhajj:
Time Frame based Link Prediction in Directed Citation Networks. ASONAM 2015: 1162-1168 - [c224]Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj:
Modeling Individuals and Making Recommendations Using Multiple Social Networks. ASONAM 2015: 1184-1191 - [c223]Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj:
Inference of gene regulatory networks via multiple data sources and a recommendation method. BIBM 2015: 661-664 - [c222]Shang Gao, W. Y. Zou, Yuanyuan Liu, Xingwang Wang, Y. Zhuang, X. W. Wei, Reda Alhajj:
Integrating multiple sources of genomic data by multiplex network reconstruction. BIBM 2015: 1672-1677 - [c221]Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj:
Discretization Method for the Detection of Local Extrema and Trends in Non-discrete Time Series. ICEIS (1) 2015: 346-352 - [c220]M. Omair Shafiq, Reda Alhajj, Jon G. Rokne:
Reducing search space for Web Service ranking using semantic logs and Semantic FP-Tree based association rule mining. ICSC 2015: 1-8 - [c219]Faisal Ahmed, Padma Polash Paul, Marina L. Gavrilova, Reda Alhajj:
Weighted Fusion of Bit Plane-Specific Local Image Descriptors for Facial Expression Recognition. SMC 2015: 1852-1857 - [p20]Padma Polash Paul, Marina L. Gavrilova, Reda Alhajj:
Social Network Analysis for Biometric Template Protection. Applications of Social Media and Social Network Analysis 2015: 217-233 - [e9]Richard Chbeir, Yannis Manolopoulos, Ilias Maglogiannis, Reda Alhajj:
Artificial Intelligence Applications and Innovations - 11th IFIP WG 12.5 International Conference, AIAI 2015, Bayonne, France, September 14-17, 2015, Proceedings. IFIP Advances in Information and Communication Technology 458, Springer 2015, ISBN 978-3-319-23867-8 [contents] - [e8]Richard Chbeir, Yannis Manolopoulos, Ilias Maglogiannis, Reda Alhajj:
Proceedings of the Special Tracks and Workshops at the 11th International Conference on Artificial Intelligence Applications and Innovations (AIAI 2015), Bayonne, France, September 14-17, 2015. CEUR Workshop Proceedings 1539, CEUR-WS.org 2015 [contents] - 2014
- [j124]Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj:
Analyzing very large time series using suffix arrays. Appl. Intell. 41(3): 941-955 (2014) - [j123]Mehmet Kaya, Abdullah Sarhan, Reda Alhajj:
Multiple sequence alignment with affine gap by using multi-objective genetic algorithm. Comput. Methods Programs Biomed. 114(1): 38-49 (2014) - [j122]Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj:
Experimental Analysis on the Normality of π, e, φ, sqrt(2) Using Advanced Data-Mining Techniques. Exp. Math. 23(2): 105-128 (2014) - [j121]Mehmet Kaya, Reda Alhajj:
Development of multidimensional academic information networks with a novel data cube based modeling method. Inf. Sci. 265: 211-224 (2014) - [j120]Ala Qabaja, Tamer N. Jarada, Abdallah M. ElSheikh, Reda Alhajj:
Prediction of gene-based drug indications using compendia of public gene expression data and PubMed abstracts. J. Bioinform. Comput. Biol. 12(3) (2014) - [j119]Shang Gao, Ibrahim Karakira, Salim Afra, Ghada Naji, Reda Alhajj, Jia Zeng, Douglas J. Demetrick:
Evaluating predictive performance of network biomarkers with network structures. J. Bioinform. Comput. Biol. 12(5) (2014) - [j118]Ala Qabaja, Mohammed Alshalalfa, Eisa Alanazi, Reda Alhajj:
Prediction of novel drug indications using network driven biological data prioritization and integration. J. Cheminformatics 6(1): 1 (2014) - [j117]Wadhah Almansoori, Omar Addam, Omar Zarour, Mohamad Elzohbi, Abdullah Sarhan, Mehmet Kaya, Jon G. Rokne, Reda Alhajj:
The Power of Social Network Construction and Analysis for Knowledge Discovery in the Medical Referral Process. J. Organ. Comput. Electron. Commer. 24(2-3): 186-214 (2014) - [j116]Peter Peng, Omar Addam, Mohamad Elzohbi, Sibel Tariyan Özyer, Ahmad Elhajj, Shang Gao, Yimin Liu, Tansel Özyer, Mehmet Kaya, Mick J. Ridley, Jon G. Rokne, Reda Alhajj:
Reporting and analyzing alternative clustering solutions by employing multi-objective genetic algorithm and conducting experiments on cancer data. Knowl. Based Syst. 56: 108-122 (2014) - [j115]M. Omair Shafiq, Reda Alhajj, Jon G. Rokne:
Log based business process engineering using fuzzy web service discovery. Knowl. Based Syst. 60: 1-9 (2014) - [j114]Ali Rahmani, Salim Afra, Omar Zarour, Omar Addam, Negar Koochakzadeh, Keivan Kianmehr, Reda Alhajj, Jon G. Rokne:
Graph-based approach for outlier detection in sequential data and its application on stock market and weather data. Knowl. Based Syst. 61: 89-97 (2014) - [j113]Jessica Szeto, Anthony Lycett, Xuan Yi, Salim Afra, Abdullah Sarhan, Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj:
Visualization of health indicators: utilizing data mining techniques and statistical analysis for effective comparison of user profiles. Netw. Model. Anal. Health Informatics Bioinform. 3(1) (2014) - [j112]Ali Rahmani, Alan Chia-Lung Chen, Abdullah Sarhan, Jamal Jida, Mohammad Rifaie, Reda Alhajj:
Social media analysis and summarization for opinion mining: a business case study. Soc. Netw. Anal. Min. 4(1): 171 (2014) - [j111]Faraz Rasheed, Reda Alhajj:
A Framework for Periodic Outlier Pattern Detection in Time-Series Sequences. IEEE Trans. Cybern. 44(5): 569-582 (2014) - [j110]Padma Polash Paul, Marina L. Gavrilova, Reda Alhajj:
Decision Fusion for Multimodal Biometrics Using Social Network Analysis. IEEE Trans. Syst. Man Cybern. Syst. 44(11): 1522-1533 (2014) - [c218]M. Omair Shafiq, Reda Alhajj, Jon G. Rokne:
Reducing problem space using Bayesian classification on semantic logs for enhanced application monitoring and management. ICCI*CC 2014: 296-304 - [c217]M. Omair Shafiq, Reda Alhajj, Jon G. Rokne:
Handling incomplete data using semantic logging based Social Network Analysis Hexagon for effective application monitoring and management. ASONAM 2014: 634-641 - [c216]Lukasz Augustyniak, Tomasz Kajdanowicz, Piotr Szymanski, Wlodzimierz Tuliglowicz, Przemyslaw Kazienko, Reda Alhajj, Boleslaw K. Szymanski:
Simpler is better? Lexicon-based ensemble sentiment classification beats supervised methods. ASONAM 2014: 924-929 - [c215]Madeena Sultana, Marina L. Gavrilova, Reda Alhajj, Svetlana N. Yanushkevich:
Adaptive multi-stream score fusion for illumination invariant face recognition. CIBIM 2014: 94-101 - [c214]Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj:
Multi-objective optimization based location and social network aware recommendation. CollaborateCom 2014: 233-242 - [c213]M. Omair Shafiq, Reda Alhajj, Jon G. Rokne:
Frequent Pattern Mining Using Semantic FP-Growth for Effective Web Service Ranking. ICWS 2014: 725-727 - [c212]Konstantinos F. Xylogiannopoulos, Omar Addam, Panagiotis Karampelas, Reda Alhajj:
Fast Frequent Pattern Detection Using Prime Numbers. IDEAL 2014: 93-101 - [c211]Yasaman Amannejad, Mohammad Moshirpour, Behrouz Homayoun Far, Reda Alhajj:
From requirements to software design: An automated solution for packaging software classes. IRI 2014: 36-43 - [c210]Benoit Le Queau, M. Omair Shafiq, Reda Alhajj:
Analyzing Alzheimer's disease gene expression dataset using clustering and association rule mining. IRI 2014: 283-290 - [c209]Abra Gurnett, Robin Besson, M. Omair Shafiq, Reda Alhajj:
Analyzing immediate correlations between names and pop culture of North America in the 21st century. IRI 2014: 442-449 - [c208]Elahe Paikari, Mohammad Moshirpour, Reda Alhajj, Behrouz H. Far:
Data integration and clustering for real time crash prediction. IRI 2014: 537-544 - [c207]Sara Aghakhani, Reda Alhajj, Philip Chang:
Bayesian updating for time series missing data discovery and uncertainty estimation (TSMDDUE). IRI 2014: 819-822 - [c206]Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj:
Early DDoS Detection Based on Data Mining Techniques. WISTP 2014: 190-199 - [e7]Reda Alhajj, Jon G. Rokne:
Encyclopedia of Social Network Analysis and Mining. Springer 2014, ISBN 978-1-4614-6169-2 [contents] - 2013
- [j109]Mohammed Al-Shalalfa, Reda Alhajj:
Using context-specific effect of miRNAs to identify functional associations between miRNAs and gene signatures. BMC Bioinform. 14(S-12): S1 (2013) - [j108]Shang Gao, Alan Chia-Lung Chen, Ali Rahmani, Tamer N. Jarada, Reda Alhajj, Douglas J. Demetrick, Jia Zeng:
MCF: A tool to find multi-scale community profiles in biological networks. Comput. Methods Programs Biomed. 112(3): 665-672 (2013) - [j107]Ala Qabaja, Mohammed Al-Shalalfa, Tarek A. Bismar, Reda Alhajj:
Protein network-based Lasso regression model for the construction of disease-miRNA functional interactions. EURASIP J. Bioinform. Syst. Biol. 2013: 3 (2013) - [j106]Utku Erdogdu, Mehmet Tan, Reda Alhajj, Faruk Polat, Jon G. Rokne, Douglas J. Demetrick:
Integrating machine learning techniques into robust data enrichment approach and its application to gene expression data. Int. J. Data Min. Bioinform. 8(3): 247-281 (2013) - [j105]Mehmet Tan, Faruk Polat, Reda Alhajj:
Subtree selection in kernels for graph classification. Int. J. Data Min. Bioinform. 8(3): 294-310 (2013) - [j104]Derar Alassi, Reda Alhajj:
Effectiveness of template detection on noise reduction and websites summarization. Inf. Sci. 219: 41-72 (2013) - [j103]Faraz Rasheed, Muhaimenul Adnan, Reda Alhajj:
Out-of-core detection of periodicity from sequence databases. Knowl. Inf. Syst. 36(1): 277-301 (2013) - [j102]Abdelghani Guerbas, Omar Addam, Omar Zarour, Mohamad Nagi, Ahmad Elhajj, Mick J. Ridley, Reda Alhajj:
Effective web log mining and online navigational pattern prediction. Knowl. Based Syst. 49: 50-62 (2013) - [c205]Mohammad Moshirpour, Shimaa M. El-Sherif, Reda Alhajj, Behrouz H. Far:
Analyzing the scalability of a social network of agents. ASONAM 2013: 1-7 - [c204]Khaled Dawoud, Shang Gao, Ala Qabaja, Panagiotis Karampelas, Reda Alhajj:
Combining information extraction and text mining for cancer biomarker detection. ASONAM 2013: 948-955 - [c203]Utku Sirin, Faruk Polat, Reda Alhajj:
Employing Batch Reinforcement Learning to Control Gene Regulation Without Explicitly Constructing Gene Regulatory Networks. IJCAI 2013 - [c202]Mohammad Khabbaz, Dirar Assi, Reda Alhajj, Moustafa A. Hammad:
Parse tree based approach for processing XML streams. IRI 2013: 546-553 - [p19]Vasileios Anastopoulos, Panagiotis Karampelas, Reda Alhajj:
Developing a Hybrid Framework for a Web-Page Recommender System. Mining Social Networks and Security Informatics 2013: 161-181 - [p18]Ahmed Elhajj, Abdallah M. ElSheikh, Omar Addam, Mohamad Alzohbi, Omar Zarour, Alper Aksaç, Orkun Öztürk, Tansel Özyer, Mick J. Ridley, Reda Alhajj:
Estimating the Importance of Terrorists in a Terror Network. Mining Social Networks and Security Informatics 2013: 267-283 - [p17]Mohammad Moshirpour, Shimaa M. El-Sherif, Behrouz H. Far, Reda Alhajj:
Detecting Emergent Behavior in a Social Network of Agents. The Influence of Technology on Social Network Analysis and Mining 2013: 393-409 - [p16]M. Omair Shafiq, Tamer N. Jarada, Panagiotis Karampelas, Reda Alhajj, Jon G. Rokne:
Integrating Online Social Network Analysis in Personalized Web Search. The Influence of Technology on Social Network Analysis and Mining 2013: 589-613 - 2012
- [j101]Mohammed Al-Shalalfa, Tarek A. Bismar, Reda Alhajj:
Detecting Cancer Outlier Genes with Potential Rearrangement Using Gene Expression Data and Biological Networks. Adv. Bioinformatics 2012: 373506:1-373506:13 (2012) - [j100]Mohammed Alshalalfa, Gary D. Bader, Anna Goldenberg, Quaid Morris, Reda Alhajj:
Detecting microRNAs of high influence on protein functional interaction networks: a prostate cancer case study. BMC Syst. Biol. 6: 112 (2012) - [j99]Ela Yildizer, Ali Metin Balci, Mohammad A. Hassan, Reda Alhajj:
Efficient content-based image retrieval using Multiple Support Vector Machines Ensemble. Expert Syst. Appl. 39(3): 2385-2396 (2012) - [j98]Mona Okasha, Abdallah M. ElSheikh, Mohammed Al-Shalalfa, Ghada Naji, Reda Alhajj, Jon G. Rokne:
Functional characterization of drug-protein interactions network. Intell. Data Anal. 16(1): 137-152 (2012) - [j97]Faraz Rasheed, Reda Alhajj:
Periodic pattern analysis of non-uniformly sampled stock market data. Intell. Data Anal. 16(6): 993-1011 (2012) - [j96]Mohamad Nagi, Ahmad Elhajj, Omar Addam, Ala Qabaja, Omar Zarour, Tamer N. Jarada, Shang Gao, Jamal Jida, Ayman Murshid, Iyad Suleiman, Tansel Özyer, Mick J. Ridley, Reda Alhajj:
Robust framework for recommending restructuring of websites by analysing web usage and web structure data. Int. J. Bus. Intell. Data Min. 7(1/2): 4-20 (2012) - [j95]Ömer Özgün Isikman, Tansel Özyer, Omar Zarour, Reda Alhajj, Faruk Polat:
TempoXML: Nested bitemporal relationship modeling and conversion tool for fuzzy XML. Inf. Sci. 193: 247-274 (2012) - [j94]Onur Can Sert, Kayhan Dursun, Tansel Özyer, Jamal Jida, Reda Alhajj:
The Unification and Assessment of Multi-Objective Clustering Results of Categorical Datasets with H-Confidence Metric. J. Univers. Comput. Sci. 18(4): 507-531 (2012) - [j93]Ming Zhang, Reda Alhajj:
Effectiveness of NAQ-tree in handling reverse nearest-neighbor queries in high-dimensional metric space. Knowl. Inf. Syst. 31(2): 307-343 (2012) - [j92]Ela Yildizer, Ali Metin Balci, Tamer N. Jarada, Reda Alhajj:
Integrating wavelets with clustering and indexing for effective content-based image retrieval. Knowl. Based Syst. 31: 55-66 (2012) - [j91]Reda Alhajj:
Network Modeling and Analysis in Health Informatics and Bioinformatics Journal. Netw. Model. Anal. Health Informatics Bioinform. 1(1-2): 1-2 (2012) - [j90]Wadhah Almansoori, Shang Gao, Tamer N. Jarada, Abdallah M. ElSheikh, Ayman N. Murshed, Jamal Jida, Reda Alhajj, Jon G. Rokne:
Link prediction and classification in social networks and its application in healthcare and systems biology. Netw. Model. Anal. Health Informatics Bioinform. 1(1-2): 27-36 (2012) - [j89]Reda Alhajj:
Success story of the SNAM Journal: fast progress into a well-established and reputable venue. Soc. Netw. Anal. Min. 2(1): 1-3 (2012) - [j88]Mohammed Al-Shalalfa, Mehmet Tan, Ghada Naji, Reda Alhajj, Faruk Polat, Jon G. Rokne:
Revealing miRNA Regulation and miRNA Target Prediction Using Constraint-Based Learning. IEEE Trans. Syst. Man Cybern. Part C 42(6): 1354-1364 (2012) - [j87]Mohammad Khabbaz, Keivan Kianmehr, Reda Alhajj:
Employing Structural and Textual Feature Extraction for Semistructured Document Classification. IEEE Trans. Syst. Man Cybern. Part C 42(6): 1566-1578 (2012) - [c201]Negar Koochakzadeh, Keivan Kianmehr, Atieh Sarraf, Reda Alhajj:
Stock Market Investment Advice: A Social Network Approach. ASONAM 2012: 71-78 - [c200]Ayman N. Murshed, Wadhah Almansoori, Kostas F. Xylogiannopoulos, Mohamad Elzohbi, Reda Alhajj, Jon G. Rokne:
Developing an Efficient Health Clinical Application: IIOP Distributed Objects Framework. ASONAM 2012: 759-764 - [c199]Mohammed Al-Shalalfa, Reda Alhajj:
Integrating protein networks for identifying cooperative miRNA activity in disease gene signatures. BIBM 2012: 1-8 - [c198]Mohammed Al-Shalalfa, Ala Qabaja, Tarek A. Bismar, Reda Alhajj:
Functional characterization of miRNAs in prostate cancer using functional protein networks. CIBCB 2012: 1-8 - [c197]Shang Gao, Omar Addam, Ala Qabaja, Abdallah M. ElSheikh, Omar Zarour, Mohamad Nagi, Flouris Triant, Wadhah Almansoori, Omer Sair, Tansel Özyer, Jia Zeng, Jon G. Rokne, Reda Alhajj:
Robust integrated framework for effective feature selection and sample classification and its application to gene expression data analysis. CIBCB 2012: 112-119 - [c196]Khaled Dawoud, Ala Qabaja, Shang Gao, Reda Alhajj, Jon G. Rokne:
Identifying cancer biomarkers by knowledge discovery from medical literature. ICCABS 2012: 1 - [c195]Keivan Kianmehr, Negar Koochakzadeh, Reda Alhajj:
AskFuzzy: Attractive Visual Fuzzy Query Builder. ICDE 2012: 1241-1244 - [c194]Utku Sirin, Utku Erdogdu, Mehmet Tan, Faruk Polat, Reda Alhajj:
Effective Enrichment of Gene Expression Data Sets. ICMLA (1) 2012: 76-81 - [c193]Utku Erdogdu, Faruk Polat, Reda Alhajj:
Partially Observable Gene Regulatory Network Control without a Boundary on Horizon. ICTAI 2012: 81-88 - [c192]Kostas F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj:
Minimization of Suffix Array's Storage Capacity for Periodicity Detection in Time Series. ICTAI 2012: 307-313 - [c191]Mohammad Moshirpour, Seyedehmehrnaz Mireslami, Reda Alhajj, Behrouz H. Far:
Automated ontology construction from scenario based software requirements using clustering techniques. IRI 2012: 541-547 - [c190]Wadhah Almansoori, Ayman Murshid, Kostas F. Xylogiannopoulos, Reda Alhajj, Jon G. Rokne:
Electronic medical referral system: Decision support and recommendation approach. IRI 2012: 572-577 - [c189]Connie Yau, Mark Straight, Rahul Bir, Omar Addam, M. Omair Shafiq, Reda Alhajj:
Examining social networks between educational institutions, industrial partners, and the Canadian government. IRI 2012: 664-671 - [c188]Kostas F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj:
Periodicity data mining in time series using Suffix Arrays. IEEE Conf. of Intelligent Systems 2012: 172-181 - [c187]Alan Chia-Lung Chen, Mohamad Elzohbi, Ahmad Elhajj, Kostas F. Xylogiannopoulos, Panagiotis Karampelas, Mick J. Ridley, Reda Alhajj:
Finding Hidden Nodes by Checking for Missing Nodes against Past Social Networks. NBiS 2012: 239-246 - 2011
- [j86]Tansel Özyer, Ming Zhang, Reda Alhajj:
Integrating multi-objective genetic algorithm based clustering and data partitioning for skyline computation. Appl. Intell. 35(1): 110-122 (2011) - [j85]Shang Gao, Reda Alhajj, Jon G. Rokne, Jiwen Guan:
Mining sequential patterns with extensible knowledge representation. Intell. Data Anal. 15(6): 889-911 (2011) - [j84]Mohammed Al-Shalalfa, Ghada Naji, Ala Qabaja, Reda Alhajj, Jon G. Rokne:
Combining multiple perspective as intelligent agents into robust approach for biomarker detection in gene expression data. Int. J. Data Min. Bioinform. 5(3): 332-350 (2011) - [j83]Nasrullah Memon, Uffe Kock Wiil, Reda Alhajj, Claus Atzenbeck, Nicholas Harkiolakis:
Harvesting covert networks: a case study of the iMiner database. Int. J. Netw. Virtual Organisations 8(1/2): 52-74 (2011) - [j82]Keivan Kianmehr, Reda Alhajj:
A fuzzy prediction model for calling communities. Int. J. Netw. Virtual Organisations 8(1/2): 75-97 (2011) - [j81]Mohammed Al-Shalalfa, Tansel Özyer, Reda Alhajj, Jon G. Rokne:
Discovering cancer biomarkers: from DNA to communities of genes. Int. J. Netw. Virtual Organisations 8(1/2): 158-178 (2011) - [j80]Ming Zhang, Keivan Kianmehr, Reda Alhajj:
Effective monitoring by efficient fingerprint matching using a forest of NAQ-trees. J. Intell. Inf. Syst. 37(2): 267-290 (2011) - [j79]Alan Chia-Lung Chen, Shang Gao, Tamer N. Jarada, Ming Zhang, Christos Pavlatos, Panagiotis Karampelas, Reda Alhajj:
Effectiveness of Heuristic Based Approach on the Performance of Indexing and Clustering of High Dimensional Data. J. Inf. Knowl. Manag. 10(3): 261-271 (2011) - [j78]Nasrullah Memon, Reda Alhajj:
Introduction to the first issue of Social Network Analysis and Mining journal. Soc. Netw. Anal. Min. 1(1): 1-2 (2011) - [j77]Reda Alhajj, Nasrullah Memon:
Introduction to the second issue of Social Network Analysis and Mining journal: scientific computing for social network analysis and dynamicity. Soc. Netw. Anal. Min. 1(2): 73-74 (2011) - [j76]Mehmet Tan, Mohammed Al-Shalalfa, Reda Alhajj, Faruk Polat:
Influence of Prior Knowledge in Constraint-Based Learning of Gene Regulatory Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 8(1): 130-142 (2011) - [j75]Faraz Rasheed, Mohammed Al-Shalalfa, Reda Alhajj:
Efficient Periodicity Mining in Time Series Databases Using Suffix Trees. IEEE Trans. Knowl. Data Eng. 23(1): 79-94 (2011) - [j74]Muhaimenul Adnan, Reda Alhajj:
A Bounded and Adaptive Memory-Based Approach to Mine Frequent Patterns From Very Large Databases. IEEE Trans. Syst. Man Cybern. Part B 41(1): 154-172 (2011) - [j73]Keivan Kianmehr, Mehmet Kaya, Abdallah M. ElSheikh, Jamal Jida, Reda Alhajj:
Fuzzy association rule mining framework and its application to effective fuzzy associative classification. WIREs Data Mining Knowl. Discov. 1(6): 477-495 (2011) - [c186]Utku Erdogdu, Mehmet Tan, Reda Alhajj, Faruk Polat, Douglas J. Demetrick, Jon G. Rokne:
Employing Machine Learning Techniques for Data Enrichment: Increasing the Number of Samples for Effective Gene Expression Data Analysis. BIBM 2011: 238-242 - [c185]Wadhah Almansoori, Omar Zarour, Tamer N. Jarada, Panagiotis Karampelas, Jon G. Rokne, Reda Alhajj:
Applications of Social Network Construction and Analysis in the Medical Referral Process. DASC 2011: 816-823 - [c184]Vasileios Anastopoulos, Panagiotis Karampelas, Panagiotis Kalagiakos, Reda Alhajj:
A Hybrid Framework for Building a Web-Page Recommender System. EISIC 2011: 385-390 - [c183]M. Omair Shafiq, Reda Alhajj, Jon G. Rokne:
On the Social Aspects of Personalized Ranking for Web Services. HPCC 2011: 86-93 - [c182]Negar Koochakzadeh, Reda Alhajj:
Social Network Analysis in Software Testing to Categorize Unit Test Cases Based on Coverage Information. HPCC 2011: 412-416 - [c181]Utku Erdogdu, Reda Alhajj, Faruk Polat:
The Benefit of Decomposing POMDP for Control of Gene Regulatory Networks. IAT 2011: 381-385 - [c180]Negar Koochakzadeh, Atieh Sarraf, Keivan Kianmehr, Jon G. Rokne, Reda Alhajj:
NetDriller: A Powerful Social Network Analysis Tool. ICDM Workshops 2011: 1235-1238 - [c179]Osama Alhawsawi, Mayad Al-Saidi, Michael Phi, Tamer N. Jarada, Mohammad Khabbaz, Negar Koochakzadeh, Keivan Kianmehr, Reda Alhajj, Jon G. Rokne:
From Fuzzy Association Rule Mining to Effective Classification Framework. IDEAL 2011: 413-420 - [c178]Peter Peng, Mohamad Nagi, Omer Sair, Iyad Suleiman, Ala Qabaja, Abdallah M. ElSheikh, Shang Gao, Tansel Özyer, Keivan Kianmehr, Ghada Naji, Mick J. Ridley, Jon G. Rokne, Reda Alhajj:
From Alternative Clustering to Robust Clustering and Its Application to Gene Expression Data. IDEAL 2011: 421-428 - [c177]Freddy Poon, Thomas Chin, Matt Bentrovato, M. Omair Shafiq, Alan Chia-Lung Chen, Flouris Triant, Jon G. Rokne, Reda Alhajj:
Semantically enhanced matchmaking of consumers and providers: a Canadian real estate case study. iiWAS 2011: 198-205 - [c176]Alan Chia-Lung Chen, Kostas F. Xylogiannopoulos, Tamer N. Jarada, Omar Zarour, Panagiotis Karampelas, Jon G. Rokne, Reda Alhajj:
Simple and effective behavior tracking by post processing of association rules into segments. iiWAS 2011: 296-300 - [c175]Reda Alhajj, James B. D. Joshi, Mei-Ling Shyu:
Message from program co-chairs. IRI 2011 - [c174]Joe Strathern, Samer Awadh, Samir Chokshi, M. Omair Shafiq, Reda Alhajj:
Research 2.0: Research-supporting features of World Wide Web. IRI 2011: 52-57 - [c173]Mohamad Nagi, Abdallah M. ElSheikh, Iyad Suleiman, Peter Peng, Mohammad Rifaie, Keivan Kianmehr, Panagiotis Karampelas, Mick J. Ridley, Jon G. Rokne, Reda Alhajj:
Association rules mining based approach for Web usage mining. IRI 2011: 166-171 - [c172]Wadhah Almansoori, Shang Gao, Tamer N. Jarada, Reda Alhajj, Jon G. Rokne:
Link prediction and classification in social networks and its application in healthcare. IRI 2011: 422-428 - [c171]Negar Koochakzadeh, Fatemeh Keshavarz, Atieh Sarraf, Ali Rahmani, Keivan Kianmehr, Mohammad Rifaie, Reda Alhajj, Jon G. Rokne:
Stock Investment Decision Making: A Social Network Approach. ISMIS Industrial Session 2011: 47-57 - [c170]Ali Rahmani, Mohamad Nagi, Mohammad Rifaie, Keivan Kianmehr, Mick J. Ridley, Reda Alhajj, Jon G. Rokne:
Employing Frequent Pattern Mining for Finding Correlations between Tables in Relational Databases. ITNG 2011: 547-552 - [c169]Mohammad Moshirpour, Reda Alhajj, Mahmood Moussavi, Behrouz H. Far:
Detecting emergent behavior in distributed systems using an ontology based methodology. SMC 2011: 2407-2412 - [p15]Alan Chia-Lung Chen, Shang Gao, Panagiotis Karampelas, Reda Alhajj, Jon G. Rokne:
Finding Hidden Links in Terrorist Networks by Checking Indirect Links of Different Sub-Networks. Counterterrorism and Open Source Intelligence 2011: 143-158 - [p14]Sara Aghakhani, Khaled Dawoud, Reda Alhajj, Jon G. Rokne:
A Global Measure for Estimating the Degree of Organization and Effectiveness of Individual Actors with Application to Terrorist Networks. Counterterrorism and Open Source Intelligence 2011: 189-222 - [p13]Ghada Naji, Mohamad Nagi, Abdallah M. ElSheikh, Shang Gao, Keivan Kianmehr, Tansel Özyer, Jon G. Rokne, Douglas J. Demetrick, Mick J. Ridley, Reda Alhajj:
Effectiveness of Social Networks for Studying Biological Agents and Identifying Cancer Biomarkers. Counterterrorism and Open Source Intelligence 2011: 285-313 - [p12]Eric Draken, Tamer N. Jarada, Keivan Kianmehr, Reda Alhajj:
Integrating Content and Structure into a Comprehensive Framework for XML Document Similarity Represented in 3D Space. Learning Structure and Schemas from Documents 2011: 275-287 - 2010
- [j72]Faraz Rasheed, Reda Alhajj:
STNR: A suffix tree based noise resilient algorithm for periodicity detection in time series databases. Appl. Intell. 32(3): 267-278 (2010) - [j71]Mehmet Tan, Reda Alhajj, Faruk Polat:
Scalable approach for effective control of gene regulatory networks. Artif. Intell. Medicine 48(1): 51-59 (2010) - [j70]Ming Zhang, Reda Alhajj:
Skyline queries with constraints: Integrating skyline and traditional query operators. Data Knowl. Eng. 69(1): 153-168 (2010) - [j69]Ming Zhang, Reda Alhajj, Jon G. Rokne:
Effectiveness of optimal incremental multi-step nearest neighbor search. Expert Syst. Appl. 37(8): 6018-6027 (2010) - [j68]Reda Alhajj, Kang Zhang:
Guest Editors' Introduction. Int. J. Softw. Eng. Knowl. Eng. 20(2): 111-112 (2010) - [j67]Negar Koochakzadeh, Keivan Kianmehr, Jamal Jida, Iltae Lee, Reda Alhajj, Jon G. Rokne:
Semi-Supervised Dynamic Classification for Intrusion Detection. Int. J. Softw. Eng. Knowl. Eng. 20(2): 139-154 (2010) - [j66]Anthony Chiu Wa Lo, Tansel Özyer, Radwan Tahboub, Keivan Kianmehr, Jamal Jida, Reda Alhajj:
XML materialized views and schema evolution in VIREX. Inf. Sci. 180(24): 4940-4957 (2010) - [j65]Anthony Chiu Wa Lo, Tansel Özyer, Keivan Kianmehr, Reda Alhajj:
VIREX and VRXQuery: interactive approach for visual querying of relational databases to produce XML. J. Intell. Inf. Syst. 35(1): 21-49 (2010) - [j64]Ming Zhang, Reda Alhajj:
Effectiveness of NAQ-tree as index structure for similarity search in high-dimensional metric space. Knowl. Inf. Syst. 22(1): 1-26 (2010) - [j63]Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj:
Fuzzy clustering-based discretization for gene expression classification. Knowl. Inf. Syst. 24(3): 441-465 (2010) - [j62]Sertan Girgin, Faruk Polat, Reda Alhajj:
Improving reinforcement learning by using sequence trees. Mach. Learn. 81(3): 283-331 (2010) - [j61]Mehmet Tan, Reda Alhajj, Faruk Polat:
Automated Large-Scale Control of Gene Regulatory Networks. IEEE Trans. Syst. Man Cybern. Part B 40(2): 286-297 (2010) - [c168]M. Omair Shafiq, Reda Alhajj, Jon G. Rokne:
Community Aware Personalized Web Search. ASONAM 2010: 351-355 - [c167]Khaled Dawoud, Reda Alhajj, Jon G. Rokne:
A Global Measure for Estimating the Degree of Organization of Terrorist Networks. ASONAM 2010: 421-427 - [c166]Mehmet Tan, Faruk Polat, Reda Alhajj:
Feature selection for graph kernels. BIBM 2010: 632-637 - [c165]Shang Gao, Reda Alhajj, Jon G. Rokne:
Network modeling of RNA secondary structures based on integrative randomized clustering. BIBM Workshops 2010: 815-816 - [c164]Fatima Farag, Moustafa A. Hammad, Reda Alhajj:
Adaptive query processing in data stream management systems under limited memory resources. PIKM 2010: 9-16 - [c163]Kaziim Sarikaya, Duygu Sarikaya, Tamer N. Jarada, Shang Gao, Tansel Özyer, Reda Alhajj:
A novel client-based approach for signing and checking web forms by using XML against DoS attacks. iiWAS 2010: 202-209 - [c162]Tamer N. Jarada, Kelvin Chung, Armen Shimoon, Panagiotis Karampelas, Reda Alhajj, Jon G. Rokne:
Mapping rules for converting from ODL to XML schemas. iiWAS 2010: 307-316 - [c161]Reda Alhajj, Shu-Ching Chen, Gongzhu Hu, James B. D. Joshi, Gordon K. Lee, Stuart Harvey Rubin, Mei-Ling Shyu, Lotfi A. Zadeh:
Panel title: Critical need for funding of basic and applied research in large-scale computing. IRI 2010: 1 - [c160]Reda Alhajj, James B. D. Joshi, Mei-Ling Shyu:
Message from Program Co-Chairs. IRI 2010: 1 - [c159]Alan Chia-Lung Chen, Shang Gao, Reda Alhajj, Panagiotis Karampelas:
Heuristic based approach to clustering and its time critical applications. IRI 2010: 37-42 - [c158]M. Omair Shafiq, Reda Alhajj, Jon G. Rokne, Ioan Toma:
Light-weight semantics and Bayesian Classification: A hybrid technique for dynamic Web Service discovery. IRI 2010: 121-125 - [c157]Iyad Suleiman, Tamer Salman, Shang Gao, Faruk Polat, Maha Arslan, Reda Alhajj, Mick J. Ridley:
The power of genetic algorithm in automated assessment of school readiness. IRI 2010: 280-285 - [p11]Mohammad Khabbaz, Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj:
An Integrated Framework for Fuzzy Classification and Analysis of Gene Expression Data. Strategic Advancements in Utilizing Data Mining and Warehousing Technologies 2010: 151-177 - [p10]Iltae Lee, Negar Koochakzadeh, Keivan Kianmehr, Reda Alhajj, Jon G. Rokne:
Integrating Genetic Algorithms and Fuzzy Logic for Web Structure Optimization. Data Mining for Social Network Data 2010: 201-215 - [p9]Nasrullah Memon, Reda Alhajj:
Social Networks: A Powerful Model for Serving a Wide Range of Domains. From Sociology to Computing in Social Networks 2010: 1-9 - [p8]Mohamad Nagi, Abdelghani Guerbas, Keivan Kianmehr, Panagiotis Karampelas, Mick J. Ridley, Reda Alhajj, Jon G. Rokne:
Employing Social Network Construction and Analysis in Web Structure Optimization. From Sociology to Computing in Social Networks 2010: 13-34 - [p7]Muhaimenul Adnan, Reda Alhajj, Jon G. Rokne:
Integrating Entropy and Closed Frequent Pattern Mining for Social Network Modelling and Analysis. From Sociology to Computing in Social Networks 2010: 95-115 - [p6]Keivan Kianmehr, Tansel Özyer, Anthony Chiu Wa Lo, Jamal Jida, Alnaar Jiwani, Yasin Alimohamed, Krista Spence, Reda Alhajj:
Human Centric Data Representation: From Fuzzy Relational Databases into Fuzzy XML. Soft Computing in XML Data Management 2010: 55-77 - [p5]Keivan Kianmehr, Jamal Jida, Allan Chan, Nancy Situ, Kim Wong, Reda Alhajj, Jon G. Rokne, Ken Barker:
Attractive Interface for XML: Convincing Naive Users to Go Online. Soft Computing in XML Data Management 2010: 165-191 - [e6]Nasrullah Memon, Reda Alhajj:
International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2010, Odense, Denmark, August 9-11, 2010. IEEE Computer Society 2010, ISBN 978-0-7695-4138-9 [contents] - [e5]Nasrullah Memon, Reda Alhajj:
From Sociology to Computing in Social Networks - Theory, Foundations and Applications. Lecture Notes in Social Networks 1, Springer 2010, ISBN 978-3-7091-0293-0 [contents]
2000 – 2009
- 2009
- [j60]Muhaimenul Adnan, Reda Alhajj:
DRFP-tree: disk-resident frequent pattern tree. Appl. Intell. 30(2): 84-97 (2009) - [j59]Ahmed Obied, Reda Alhajj:
Fraudulent and malicious sites on the web. Appl. Intell. 30(2): 112-120 (2009) - [j58]Tansel Özyer, Reda Alhajj:
Parallel clustering of high dimensional data by integrating multi-objective genetic algorithm with divide and conquer. Appl. Intell. 31(3): 318-331 (2009) - [j57]Jia Zeng, Reda Alhajj, Douglas J. Demetrick:
Adaptive multi-agent architecture for functional sequence motifs recognition. Bioinform. 25(23): 3084-3092 (2009) - [j56]Jia Zeng, Reda Alhajj, Douglas J. Demetrick:
Representative transcript sets for evaluating a translational initiation sites predictor. BMC Bioinform. 10 (2009) - [j55]Keivan Kianmehr, Reda Alhajj:
Calling communities analysis and identification using machine learning techniques. Expert Syst. Appl. 36(3): 6218-6226 (2009) - [j54]Mohammed Al-Shalalfa, Reda Alhajj:
Cancer class prediction: Two stage clustering approach to identify informative genes. Intell. Data Anal. 13(4): 671-686 (2009) - [j53]Rashedur M. Rahman, Ken Barker, Reda Alhajj:
Performance evaluation of different replica placement algorithms. Int. J. Grid Util. Comput. 1(2): 121-133 (2009) - [j52]Mohammad Rifaie, Keivan Kianmehr, Reda Alhajj, Mick J. Ridley:
Data modelling for effective data warehouse architecture and design. Int. J. Inf. Decis. Sci. 1(3): 282-300 (2009) - [j51]Faraz Rasheed, Mohammed Al-Shalalfa, Reda Alhajj:
Adaptive Machine Learning Technique for Periodicity Detection in Biological Sequences. Int. J. Neural Syst. 19(1): 11-24 (2009) - [j50]Reda Alhajj, Kang Zhang:
Special Issue on Information Reuse and Integration. Informatica (Slovenia) 33(3): 243 (2009) - [j49]Taher Naser, Reda Alhajj, Mick J. Ridley:
Two-Way Mapping between Object-Oriented Databases and XML. Informatica (Slovenia) 33(3): 297-308 (2009) - [j48]Keivan Kianmehr, Tansel Özyer, Mehmet Kaya, Reda Alhajj:
Wrapping VRXQuery with self-adaptive fuzzy capabilities. Web Intell. Agent Syst. 7(3): 269-279 (2009) - [j47]Alok Madhukar, Tansel Özyer, Reda Alhajj:
Dynamic cache invalidation scheme for wireless mobile environments. Wirel. Networks 15(6): 727-740 (2009) - [c156]David Kinzel, Micah Klettke, Paul Uppal, Naheed Visram, Keivan Kianmehr, Reda Alhajj, Jon G. Rokne:
The Economic Benefts of Web Mining. ASONAM 2009: 25-32 - [c155]Mehmet Tan, Faruk Polat, Reda Alhajj:
Derivation of Transcriptional Regulatory Relationships by Partial Least Squares Regression. BIBM 2009: 88-91 - [c154]Ala Qabaja, Mohammed Al-Shalalfa, Reda Alhajj, Jon G. Rokne:
Multiagent Approach for Identifying Cancer Biomarkers. BIBM 2009: 228-233 - [c153]Faraz Rasheed, Peter Peng, Reda Alhajj, Jon G. Rokne:
Fourier Transform Based Spatial Outlier Mining. IDEAL 2009: 317-324 - [c152]Jeany Seto, Shane Clement, David Duong, Keivan Kianmehr, Reda Alhajj:
Fuzzy Query Model for XML Documents. IDEAL 2009: 333-340 - [c151]Keivan Kianmehr, X. Peng, Chris Luce, Justin Chung, Nam Pham, Walter Chung, Reda Alhajj, Jon G. Rokne, Ken Barker:
Mining online shopping patterns and communities. iiWAS 2009: 400-404 - [c150]Keivan Kianmehr, Shang Gao, Jawad Al Attari, M. Mushfiqur Rahman, Kofi Akomeah, Reda Alhajj, Jon G. Rokne, Ken Barker:
Text summarization techniques: SVM versus neural networks. iiWAS 2009: 487-491 - [c149]Mohammad Rifaie, Reda Alhajj, Mick J. Ridley:
Data governance strategy: a key issue in building Enterprise Data Warehouse. iiWAS 2009: 587-591 - [c148]Shang Gao, Reda Alhajj, Jon G. Rokne:
Modeling Knowledge Discovery in Financial Forecasting. IRI 2009: 41-46 - [c147]Iltae Lee, Keivan Kianmehr, Negar Koochakzadeh, Reda Alhajj, Jon G. Rokne:
A New Framework for an Adaptive Classifier Model. IRI 2009: 138-144 - [c146]Shang Gao, Reda Alhajj, Jon G. Rokne, Jiwen Guan:
Set-based approach in mining sequential patterns. ISCIS 2009: 218-223 - [c145]Muhaimenul Adnan, Reda Alhajj, Jon G. Rokne:
Identifying Social Communities by Frequent Pattern Mining. IV 2009: 413-418 - [p4]Igor Kiselev, Reda Alhajj:
A Multiagent Approach to Adaptive Continuous Analysis of Streaming Data in Complex Uncertain Environments. Data Mining and Multi-agent Integration 2009: 201-218 - [p3]Jia Zeng, Reda Alhajj:
Integrating Swarm Intelligent Algorithms for Translation Initiation Sites Prediction. Innovations in Swarm Intelligence 2009: 141-157 - [p2]Mohammed Al-Shalalfa, Ala Qabaja, Reda Alhajj, Jon G. Rokne:
Identifying Disease-Related Biomarkers by Studying Social Networks of Genes. Innovations in Swarm Intelligence 2009: 237-253 - [e4]Nasrullah Memon, Reda Alhajj:
2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009, 20-22 July 2009, Athens, Greece. IEEE Computer Society 2009, ISBN 978-0-7695-3689-7 [contents] - [e3]Ebad Banissi, Liz J. Stuart, Theodor G. Wyeld, Mikael Jern, Gennady L. Andrienko, Nasrullah Memon, Reda Alhajj, Remo Aslak Burkhard, Georges G. Grinstein, Dennis P. Groth, Anna Ursyn, Jimmy Johansson, Camilla Forsell, Urska Cvek, Marjan Trutschl, Francis T. Marchese, Carsten Maple, Andrew J. Cowell, Andrew Vande Moere:
13th International Conference on Information Visualisation, IV 2009, 15-17 July 2009, Barcelona, Spain. IEEE Computer Society 2009, ISBN 978-0-7695-3733-7 [contents] - 2008
- [j46]Keivan Kianmehr, Reda Alhajj:
Effectiveness of Support Vector Machine for Crime Hot-Spots Prediction. Appl. Artif. Intell. 22(5): 433-458 (2008) - [j45]Mehmet Kaya, Reda Alhajj:
Online mining of fuzzy multidimensional weighted association rules. Appl. Intell. 29(1): 13-34 (2008) - [j44]Keivan Kianmehr, Reda Alhajj:
CARSVM: A class association rule-based classification framework and its application to gene expression data. Artif. Intell. Medicine 44(1): 7-25 (2008) - [j43]Rashedur M. Rahman, Ken Barker, Reda Alhajj:
Replica Placement Strategies in Data Grid. J. Grid Comput. 6(1): 103-123 (2008) - [j42]Mohammad Khabbaz, Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj:
Effectiveness of Fuzzy Classifier Rules in Capturing Correlations between Genes. Int. J. Data Warehous. Min. 4(4): 62-83 (2008) - [j41]Reda Alhajj, Mehmet Kaya:
Multi-objective genetic algorithms based automated clustering for fuzzy association rules mining. J. Intell. Inf. Syst. 31(3): 243-264 (2008) - [j40]Rashedur M. Rahman, Reda Alhajj, Ken Barker:
Replica selection strategies in data grid. J. Parallel Distributed Comput. 68(12): 1561-1574 (2008) - [j39]Tansel Özyer, Reda Alhajj:
Deciding on Number of Clusters by Multi-Objective Optimization and Validity Analysis. J. Multiple Valued Log. Soft Comput. 14(3-5): 457-474 (2008) - [j38]Fatima Ashraf, Tansel Özyer, Reda Alhajj:
Employing Clustering Techniques for Automatic Information Extraction From HTML Documents. IEEE Trans. Syst. Man Cybern. Part C 38(5): 660-673 (2008) - [c144]Igor Kiselev, Reda Alhajj:
A Self-organizing Multi-agent System for Adaptive Continuous Unsupervised Learning in Complex Uncertain Environments. AAAI 2008: 1808-1809 - [c143]Mohammed Al-Shalalfa, Reda Alhajj, Jon G. Rokne:
Combining singular value decomposition and t-test into hybrid approach for significant gene extraction from microarray data. BIBE 2008: 1-6 - [c142]Mehmet Tan, Reda Alhajj, Faruk Polat:
Large-scale approximate intervention strategies for Probabilistic Boolean Networks as models of gene regulation. BIBE 2008: 1-6 - [c141]Jia Zeng, Reda Alhajj, Douglas J. Demetrick:
Effectiveness of Applying Codon Usage Bias for Translational Initiation Sites Prediction. BIBM 2008: 121-126 - [c140]Mohammed Al-Shalalfa, Reda Alhajj:
Motif Location Prediction by Divide and Conquer. BIRD 2008: 102-113 - [c139]Mehmet Tan, Mohammed Al-Shalalfa, Reda Alhajj, Faruk Polat:
Combining multiple types of biological data in constraint-based learning of gene regulatory networks. CIBCB 2008: 90-97 - [c138]Jia Zeng, Reda Alhajj:
Predicting translation initiation sites using a multi-agent architecture empowered with reinforcement learning. CIBCB 2008: 241-248 - [c137]Ming Zhang, Reda Alhajj, Jon G. Rokne:
Optimal incremental multi-step nearest-neighbor search. GIS 2008: 75 - [c136]Igor Kiselev, Reda Alhajj:
An Adaptive Multi-agent System for Continuous Learning of Streaming Data. IAT 2008: 148-153 - [c135]Göktürk Gezer, Ilker O. Yaz, Hasan Mert Taymaz, Tansel Özyer, Reda Alhajj:
A Bi-Criteria Scheduling Framework for the Supply Chain Management of Mobile Providers. ICEIS (2) 2008: 364-369 - [c134]Mohammad Rifaie, Erwin J. Blas, Abdel Rahman M. Muhsen, Terrance Tin Hoi Mok, Keivan Kianmehr, Reda Alhajj, Mick J. Ridley:
Data warehouse architecture for GIS applications. iiWAS 2008: 178-185 - [c133]Taher Naser, Reda Alhajj, Mick J. Ridley:
Flexible approach for representing object oriented databases in XML format. iiWAS 2008: 430-433 - [c132]Taher Naser, Reda Alhajj, Mick J. Ridley:
Reengineering XML into object-oriented database. IRI 2008: 1-6 - [c131]Mohammad Rifaie, Keivan Kianmehr, Reda Alhajj, Mick J. Ridley:
Data warehouse architecture and design. IRI 2008: 58-63 - [c130]Allan Chan, Nancy Situ, Kim Wong, Keivan Kianmehr, Reda Alhajj:
Fuzzy querying of nested XML. IRI 2008: 238-243 - [c129]Stuart Harvey Rubin, Shu-Ching Chen, Lotfi A. Zadeh, Hojjat Adeli, Mohammad Rifaie, Gordon K. Lee, Kang Zhang, Reda Alhajj, Gary D. Boetticher, Du Zhang:
Panel: The role of information search and retrieval in economic stimulation. IRI 2008 - [c128]Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj:
Effectiveness of Fuzzy Discretization for Class Association Rule-Based Classification. ISMIS 2008: 298-308 - [c127]Keivan Kianmehr, Reda Alhajj:
Effectiveness of Machine Learning Techniques for Automated Identification of Calling Communities. IV 2008: 308-313 - [c126]Ömer Özgün Isikman, B. Görkem Yalim, Murat Özdemir, Tansel Özyer, Harun Gökçe, Reda Alhajj:
Adaptive weighted multi-criteria fuzzy query processing for web based real estate applications. SAC 2008: 987-991 - [c125]Nelson C. N. Chu, Quang Trinh, Ken Barker, Reda Alhajj:
A Dynamic Ontology Mapping Architecture for a Grid Database System. SKG 2008: 343-346 - [p1]Muhaimenul, Reda Alhajj, Ken Barker:
Alternative Method for Incrementally Constructing the FP-Tree. Intelligent Techniques and Tools for Novel System Architectures 2008: 361-377 - 2007
- [j37]Sajib Barua, Reda Alhajj:
High performance computing for spatial outliers detection using parallel wavelet transform. Intell. Data Anal. 11(6): 707-730 (2007) - [j36]Keivan Kianmehr, Hongchao Zhang, Konstantin Nikolov, Tansel Özyer, Reda Alhajj:
Utilising Neural Network and Support Vector Machine for gene Expression Classification. J. Inf. Knowl. Manag. 6(4): 251-260 (2007) - [j35]Tansel Özyer, Reda Alhajj, Ken Barker:
Intrusion detection by integrating boosting genetic fuzzy classifier and data mining criteria for rule pre-screening. J. Netw. Comput. Appl. 30(1): 99-113 (2007) - [j34]Sertan Girgin, Faruk Polat, Reda Alhajj:
Positive Impact of State Similarity on Reinforcement Learning Performance. IEEE Trans. Syst. Man Cybern. Part B 37(5): 1256-1270 (2007) - [c124]Cary Sweet, Tansel Özyer, Reda Alhajj:
Enhanced Graph Based Genealogical Record Linkage. ADMA 2007: 476-487 - [c123]Dany Gebara, Reda Alhajj:
WaveQ: Combining Wavelet Analysis and Clustering for Effective Image Retrieval. AINA Workshops (1) 2007: 289-294 - [c122]Jia Zeng, Reda Alhajj:
Effectiveness of Multi-Perspective Representation Scheme on Support Vector Machines. AINA Workshops (1) 2007: 335-340 - [c121]Fatima Ashraf, Reda Alhajj:
ClusTex: Information Extraction from HTML Pages. AINA Workshops (1) 2007: 355-360 - [c120]Mohammed Al-Shalalfa, Reda Alhajj:
Attractive Feature Reduction Approach for Colon Data Classification. AINA Workshops (1) 2007: 678-683 - [c119]Mohammed Al-Shalalfa, Reda Alhajj:
Application of Double Clustering to Gene Expression Data for Class Prediction. AINA Workshops (1) 2007: 733-738 - [c118]Mehmet Tan, Faruk Polat, Reda Alhajj:
Feature Reduction for Gene Regulatory Network Control. BIBE 2007: 1260-1264 - [c117]Jia Zeng, Reda Alhajj:
Multi-agent System for Translation Initiation Site Prediction. BIBM 2007: 103-110 - [c116]Rashedur M. Rahman, Ken Barker, Reda Alhajj:
A Predictive Technique for Replica Selection in Grid Environment. CCGRID 2007: 163-170 - [c115]Rashedur M. Rahman, Ken Barker, Reda Alhajj:
Study of Different Replica Placement and Maintenance Strategies in Data Grid. CCGRID 2007: 171-178 - [c114]Mohammad Khabbaz, Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj:
Fuzzy Classifier Based Feature Reduction for Better Gene Selection. DaWaK 2007: 334-344 - [c113]Rashedur M. Rahman, Ken Barker, Reda Alhajj:
Performance Analysis of a Replica Selection Strategy in Grid Environment Tuned with Replica Placement Decisions. GCA 2007: 159-165 - [c112]Sajib Barua, Reda Alhajj:
A parallel multi-scale region outlier mining algorithm for meteorological data. GIS 2007: 51 - [c111]Angela Cristina Duta, Ken Barker, Reda Alhajj:
XML schema structural equivalence. ICEIS (1) 2007: 52-59 - [c110]Brad Arshinoff, Damon Ratcliffe, Martin Saetre, Reda Alhajj, Tansel Özyer:
Simplified query construction - queries made as easy as possible. ICEIS (1) 2007: 125-130 - [c109]Jonathan Jeffrey, Peter Karski, Björn Lohrmann, Keivan Kianmehr, Reda Alhajj:
Optimizing Web Structures Using Web Mining Techniques. IDEAL 2007: 653-662 - [c108]Sajib Barua, Reda Alhajj:
Parallel Wavelet Transform for Spatio-temporal Outlier Detection in Large Meteorological Data. IDEAL 2007: 684-694 - [c107]Faraz Rasheed, Mohammed Al-Shalalfa, Reda Alhajj:
Adapting Machine Learning Technique for Periodicity Detection in Nucleosomal Locations in Sequences. IDEAL 2007: 870-879 - [c106]Quang Trinh, Ken Barker, Reda Alhajj:
Semantic Interoperability Between Relational Database Systems. IDEAS 2007: 208-215 - [c105]Sertan Girgin, Faruk Polat, Reda Alhajj:
State Similarity Based Approach for Improving Performance in RL. IJCAI 2007: 817-822 - [c104]Taher Naser, Keivan Kianmehr, Reda Alhajj, Mick J. Ridley:
Transforming Object-Oriented Databases into XML. IRI 2007: 600-605 - [c103]Anthony Chiu Wa Lo, Keivan Kianmehr, Mehmet Kaya, Tansel Özyer, Reda Alhajj:
Wrapping VRXQuery with Self-Adaptive Fuzzy Capabilities. Web Intelligence 2007: 750-756 - [e2]Reda Alhajj, Hong Gao, Xue Li, Jianzhong Li, Osmar R. Zaïane:
Advanced Data Mining and Applications, Third International Conference, ADMA 2007, Harbin, China, August 6-8, 2007, Proceedings. Lecture Notes in Computer Science 4632, Springer 2007, ISBN 978-3-540-73870-1 [contents] - [e1]Reda Alhajj:
Proceedings of the Sixth IASTED International Conference on Communications, Internet, and Information Technology, July 2-4, 2007, Banff, Alberta, Canada. IASTED/ACTA Press 2007, ISBN 978-0-88986-674-4 [contents] - 2006
- [j33]Mehmet Kaya, Reda Alhajj:
Utilizing Genetic Algorithms to Optimize Membership Functions for Fuzzy Weighted Association Rules Mining. Appl. Intell. 24(1): 7-15 (2006) - [j32]Emin Erkan Korkmaz, Jun Du, Reda Alhajj, Ken Barker:
Combining advantages of new chromosome representation scheme and multi-objective genetic algorithms for better clustering. Intell. Data Anal. 10(2): 163-182 (2006) - [j31]Malik Agyemang, Ken Barker, Reda Alhajj:
A comprehensive survey of numeric and symbolic outlier mining techniques. Intell. Data Anal. 10(6): 521-538 (2006) - [j30]Jun Du, Reda Alhajj, Ken Barker:
Genetic algorithms based approach to database vertical partition. J. Intell. Inf. Syst. 26(2): 167-183 (2006) - [j29]Osman Abul, Reda Alhajj, Faruk Polat:
A Powerful Approach for Effective Finding of Significantly Differentially Expressed Genes. IEEE ACM Trans. Comput. Biol. Bioinform. 3(3): 220-231 (2006) - [j28]Anthony Chiu Wa Lo, Reda Alhajj, Ken Barker:
VIREX: visual relational to XML conversion tool. J. Vis. Lang. Comput. 17(1): 25-45 (2006) - [c102]Angela Cristina Duta, Ken Barker, Reda Alhajj:
RA: An XML Schema Reduction Algorithm. ADBIS Research Communications 2006 - [c101]Mehmet Kaya, Reda Alhajj:
Extending OLAP with Fuzziness for Effective Mining of Fuzzy Multidimensional Weighted Association Rules. ADMA 2006: 64-71 - [c100]Cameron Chenier, J. James Jun, Jason Zhang, Tansel Özyer, Reda Alhajj:
Association-Rules Mining Based Broadcasting Approach for XML Data. ADVIS 2006: 207-216 - [c99]Keivan Kianmehr, Reda Alhajj:
Crime Hot-Spots Prediction Using Support Vector Machine. AICCSA 2006: 952-959 - [c98]Quang Trinh, Ken Barker, Reda Alhajj:
RDB2ONT: A Tool for Generating OWL Ontologies From Relational Database Systems. AICT/ICIW 2006: 170 - [c97]Osman Abul, Reda Alhajj, Faruk Polat:
Optimal Multi-Objective Control Method for Discrete Genetic Regulatory Networks. BIBE 2006: 281-284 - [c96]Rashedur M. Rahman, Ken Barker, Reda Alhajj:
Replica Placement Design with Static Optimality and Dynamic Maintainability. CCGRID 2006: 434-437 - [c95]Keivan Kianmehr, Reda Alhajj:
Support Vector Machine Approach for Fast Classification. DaWaK 2006: 534-543 - [c94]Janaki Gopalan, Reda Alhajj, Ken Barker:
Discovering Accurate and Interesting Classification Rules Using Genetic Algorithm. DMIN 2006: 389-395 - [c93]Sertan Girgin, Faruk Polat, Reda Alhajj:
Learning by Automatic Option Discovery from Conditionally Terminating Sequences. ECAI 2006: 494-498 - [c92]Rashedur M. Rahman, Ken Barker, Reda Alhajj:
Effective Dynamic Replica Maintenance Algorithm for the Grid Environment. GPC 2006: 336-345 - [c91]Jessica Zheng, Anthony Chiu Wa Lo, Tansel Özyer, Reda Alhajj:
Efficient Mechanism for Handling Materialized XML Views. ICEIS (1) 2006: 151-162 - [c90]Alnaar Jiwani, Yasin Alimohamed, Krista Spence, Tansel Özyer, Reda Alhajj:
Fuzzy XML Model for Representing Fuzzy Relational Databases in Fuzzy XML Format. ICEIS (1) 2006: 163-168 - [c89]Ming Zhang, Reda Alhajj:
Improving the Graph-Based Image Segmentation Method. ICTAI 2006: 617-624 - [c88]Sertan Girgin, Faruk Polat, Reda Alhajj:
Effectiveness of Considering State Similarity for Reinforcement Learning. IDEAL 2006: 163-171 - [c87]Tansel Özyer, Reda Alhajj, Ken Barker:
Clustering by Integrating Multi-objective Optimization with Weighted K-Means and Validity Analysis. IDEAL 2006: 454-463 - [c86]Keivan Kianmehr, Reda Alhajj:
Effective Classification by Integrating Support Vector Machine and Association Rule Mining. IDEAL 2006: 920-927 - [c85]Muhaimenul Adnan, Reda Alhajj, Ken Barker:
Constructing Complete FP-Tree for Incremental Mining of Frequent Patterns in Dynamic Databases. IEA/AIE 2006: 363-372 - [c84]Emin Erkan Korkmaz, Reda Alhajj, Ken Barker:
Effective Clustering of High-Dimensional Data. ICDM (Posters) 2006: 91-100 - [c83]Osman Abul, Reda Alhajj, Faruk Polat:
Asymptotical Lower Limits on Required Number of Examples for Learning Boolean Networks. ISCIS 2006: 154-164 - [c82]Mehmet Kaya, Reda Alhajj:
Effective Mining of Fuzzy Multi-Cross-Level Weighted Association Rules. ISMIS 2006: 399-408 - [c81]Abhishek Gaurav, Reda Alhajj:
Incorporating fuzziness in XML and mapping fuzzy relational data into fuzzy XML. SAC 2006: 456-460 - [c80]Alok Madhukar, Reda Alhajj:
An adaptive energy efficient cache invalidation scheme for mobile databases. SAC 2006: 1122-1126 - [c79]Jia Zeng, Reda Alhajj:
Classification by Multi-Perspective Representation Method. SEKE 2006: 85-90 - [c78]Anthony Chiu Wa Lo, Reda Alhajj, Ken Barker:
VIREX: Interactive Approach for Database Querying and Integration by Re-engineering Relational Data into XML. Web Intelligence 2006: 1079-1080 - 2005
- [j27]Osman Abul, Reda Alhajj, Faruk Polat, Ken Barker:
Finding differentially expressed genes for pattern generation. Bioinform. 21(4): 445-450 (2005) - [j26]Mehmet Kaya, Reda Alhajj:
Genetic algorithm based framework for mining fuzzy association rules. Fuzzy Sets Syst. 152(3): 587-601 (2005) - [j25]Malik Agyemang, Ken Barker, Reda Alhajj:
Web outlier mining: Discovering outliers from web datasets. Intell. Data Anal. 9(5): 473-486 (2005) - [j24]Yimin Liu, Tansel Özyer, Reda Alhajj, Ken Barker:
Integrating Multi-Objective Genetic Algorithm and Validity Analysis for Locating and Ranking Alternative Clustering. Informatica (Slovenia) 29(1): 33-40 (2005) - [j23]M. Özgür Baykal, Reda Alhajj, Faruk Polat:
Co-operation framework of case-based reasoning agents for automated product recommendation. J. Exp. Theor. Artif. Intell. 17(3): 201-220 (2005) - [j22]Mehmet Kaya, Reda Alhajj:
Fuzzy OLAP association rules mining-based modular reinforcement learning approach for multiagent systems. IEEE Trans. Syst. Man Cybern. Part B 35(2): 326-338 (2005) - [j21]Mehmet Kaya, Reda Alhajj:
A novel approach to multiagent reinforcement learning: utilizing OLAP mining in the learning process. IEEE Trans. Syst. Man Cybern. Part C 35(4): 582-590 (2005) - [j20]Reda Alhajj, Ashraf Elnagar:
Multiagents to Separating Handwritten Connected Digits. IEEE Trans. Syst. Man Cybern. Part A 35(5): 593-602 (2005) - [j19]Reda Alhajj, Faruk Polat, Cem Yílmaz:
Views as first-class citizens in object-oriented databases. VLDB J. 14(2): 155-169 (2005) - [c77]George Shi, Ken Barker, Reda Alhajj:
Cognitive information fusion of georeferenced data for tactical applications. IEEE ICCI 2005: 160-166 - [c76]Reda Alhajj, Mehmet Kaya:
Multiagent Association Rules Mining in Cooperative Learning Systems. ADMA 2005: 75-87 - [c75]Malik Agyemang, Ken Barker, Reda Alhajj:
Hybrid Approach to Web Content Outlier Mining Without Query Vector. DaWaK 2005: 285-294 - [c74]Tansel Özyer, Reda Alhajj, Ken Barker:
Intrusion detection: a novel approach that combines boosting genetic fuzzy classifier and data mining techniques. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security 2005: 13-22 - [c73]Rashedur M. Rahman, Ken Barker, Reda Alhajj:
Replica Placement in Data Grid: A Multi-objective Approach. GCC 2005: 645-656 - [c72]Chunyan Wang, Anthony Chiu Wa Lo, Reda Alhajj, Ken Barker:
Novel Approach for Reengineering Relational Databases into XML. ICDE Workshops 2005: 1284 - [c71]Kate Y. Yang, Anthony Chiu Wa Lo, Tansel Özyer, Reda Alhajj:
DWG2XML: Generating XML Nested Tree Structure from Directed Weighted Graph. ICEIS (1) 2005: 19-26 - [c70]Keivan Kianmehr, Hongchao Zhang, Konstantin Nikolov, Tansel Özyer, Reda Alhajj:
Combining Neural Network and Support Vector Machine into Integrated Approach for Biodata Mining. ICEIS (2) 2005: 182-187 - [c69]Janaki Gopalan, Emin Erkan Korkmaz, Reda Alhajj, Ken Barker:
Effective data mining by integrating genetic algorithm into the data preprocessing phase. ICMLA 2005 - [c68]Aniket Mahanti, Reda Alhajj:
Visual interface for online watching of frequent itemset generation in Apriori and Eclat. ICMLA 2005 - [c67]Idowu O. Adewale, Reda Alhajj:
Mining Job Logs Using Incremental Attribute-Oriented Approach. IDEAL 2005: 117-124 - [c66]Mehmet Kaya, Reda Alhajj:
Novel Approach to Optimize Quantitative Association Rules by Employing Multi-objective Genetic Algorithm. IEA/AIE 2005: 560-562 - [c65]Mohammad A. Hassan, Reda Alhajj, Mick J. Ridley:
Selection Mechanism for Locating Relevant Structured Databases in Multidatabase Environment. iiWAS 2005: 823-834 - [c64]Darren Ming-Shan Kao, Tansel Özyer, Reda Alhajj:
Hybrid approach for predicting the behavior of Web users. IRI 2005: 217-222 - [c63]Hao Jiang, Anthony Chiu Wa Lo, Tansel Özyer, Reda Alhajj:
XML views based approach for Web services. IRI 2005: 458-463 - [c62]Malik Agyemang, Ken Barker, Reda Alhajj:
WCOND-Mine: Algorithm for Detecting Web Content Outliers from Web Documents. ISCC 2005: 885-890 - [c61]Tansel Özyer, Reda Alhajj:
Effective Clustering by Iterative Approach. ISCIS 2005: 833-842 - [c60]Rashedur M. Rahman, Ken Barker, Reda Alhajj:
Replica Placement in Data Grid: Considering Utility and Risk. ITCC (1) 2005: 354-359 - [c59]Jun Du, Emin Erkan Korkmaz, Reda Alhajj, Ken Barker:
Alternative Clustering by Utilizing Multi-objective Genetic Algorithm with Linked-List Based Chromosome Encoding. MLDM 2005: 346-355 - [c58]Ajumobi Udechukwu, Ken Barker, Reda Alhajj:
Maintaining Knowledge-Bases of Navigational Patterns from Streams of Navigational Sequences. RIDE 2005: 37-44 - [c57]Malik Agyemang, Ken Barker, Reda Alhajj:
Mining web content outliers using structure oriented weighting techniques and N-grams. SAC 2005: 482-487 - [c56]Rashedur M. Rahman, Ken Barker, Reda Alhajj:
Replica selection in grid environment: a data-mining approach. SAC 2005: 695-700 - [c55]Reda Alhajj:
Cluster Validity Analysis of Alternative Results from Multi-Objective Optimization. SDM 2005: 496-500 - [r2]Reda Alhajj, Faruk Polat:
Converting a Legacy Database to Object-Oriented Database. Encyclopedia of Database Technologies and Applications 2005: 99-104 - [r1]Reda Alhajj, Faruk Polat:
Proper Placement of Derived Classes in the Class Hierarchy. Encyclopedia of Database Technologies and Applications 2005: 486-492 - 2004
- [j18]Ajumobi Udechukwu, Ken Barker, Reda Alhajj:
A framework for representing navigational patterns as full temporal objects. SIGecom Exch. 5(2): 23-33 (2004) - [j17]Mehmet Kaya, Reda Alhajj:
Modular fuzzy-reinforcement learning approach with internal model capabilities for multiagent systems. IEEE Trans. Syst. Man Cybern. Part B 34(2): 1210-1223 (2004) - [c54]Tansel Özyer, Yimin Liu, Reda Alhajj, Ken Barker:
Multi-objective Genetic Algorithm Based Clustering Approach and Its Application to Gene Expression Data. ADVIS 2004: 451-461 - [c53]Osman Abul, Reda Alhajj, Faruk Polat:
Markov Decision Processes Based Optimal Control Policies for Probabilistic Boolean Network. BIBE 2004: 337-344 - [c52]Jun Du, Emin Erkan Korkmaz, Reda Alhajj, Ken Barker:
Novel Clustering That Employs Genetic Algorithm with New Representation Scheme and Multiple Objectives. DaWaK 2004: 219-228 - [c51]Anthony Chiu Wa Lo, Reda Alhajj, Ken Barker:
Flexible User Interface for Converting Relational Data into XML. FQAS 2004: 418-431 - [c50]Mehmet Kaya, Reda Alhajj:
Utilizing Fuzzy OLAP Mining Towards Novel Approach to Multiagent Modular Reinforcement Learning. IAT 2004: 197-203 - [c49]Mehmet Kaya, Reda Alhajj:
ntegrating Multi-Objective Genetic Algorithms into Clustering for Fuzzy Association Rules Mining. ICDM 2004: 431-434 - [c48]Ajumobi Udechukwu, Ken Barker, Reda Alhajj:
An Efficient Framework for Iterative Time-Series Trend Mining. ICEIS (2) 2004: 130-137 - [c47]Angela Cristina Duta, Ken Barker, Reda Alhajj:
Conv2XML: Relational Schema Conversion to XML Nested-Based Schema. ICEIS (1) 2004: 210-215 - [c46]Chunyan Wang, Anthony Chiu Wa Lo, Reda Alhajj, Ken Barker:
Converting Legacy Relational Database into XML Database through Reverse Engineering. ICEIS (1) 2004: 216-221 - [c45]M. Özgür Baykal, Reda Alhajj, Faruk Polat:
Automated Product Recommendation by Employing Case-Based Reasoning Agents. ICEIS (2) 2004: 515-518 - [c44]Tansel Özyer, Reda Alhajj, Ken Barker:
Multi-dimensional sequential web mining by utilizing fuzzy interferencing. ICMLA 2004: 34-40 - [c43]Yuliang Bao, Reda Alhajj, Ken Barker:
Hybrid Cache Invalidation Schemes in Mobile Environments. ICPS 2004: 209-218 - [c42]Mehmet Kaya, Reda Alhajj:
Multi-Objective Genetic Algorithm Based Approach for Optimizing Fuzzy Sequential Patterns. ICTAI 2004: 396-400 - [c41]Mehmet Kaya, Reda Alhajj:
Multi-objective Genetic Algorithm Based Method for Mining Optimized Fuzzy Association Rules. IDEAL 2004: 758-764 - [c40]Mehmet Kaya, Reda Alhajj:
Fuzzy OLAP Association Rules Mining Based Novel Approach for Multiagent Cooperative Learning. IEA/AIE 2004: 56-65 - [c39]Rashedur M. Rahman, Ken Barker, Reda Alhajj:
Predicting the Performance of GridFTP Transfers. IPDPS 2004 - [c38]Kevin Miller, Chris Gee, Ryan Inaba, Tansel Özyer, Anthony Chiu Wa Lo, Reda Alhajj:
Synchronization of Mobile XML Databases by Utilizing Deferred Views. IRI 2004: 186-191 - [c37]Nelson C. N. Chu, Adepele Williams, Reda Alhajj, Ken Barker:
Data Stream Mining Architecture for Network Intrusion Detection. IRI 2004: 363-368 - [c36]Mehmet Kaya, Reda Alhajj:
Genetic algorithms based optimization of membership functions for fuzzy weighted association rules mining. ISCC 2004: 110-115 - [c35]Jim Little, Michael de Ga, Tansel Özyer, Reda Alhajj:
Query Builder: A Natural Language Interface for Structured Databases. ISCIS 2004: 470-479 - [c34]Ajumobi Udechukwu, Ken Barker, Reda Alhajj:
Mining User Navigational Patterns in Dynamically Changing Environments. ITCC (2) 2004: 372- - [c33]Tansel Özyer, Reda Alhajj, Ken Barker:
Utilizing Rough Sets and Multi-objective Genetic Algorithms for Automated Clustering. Rough Sets and Current Trends in Computing 2004: 567-572 - [c32]Osman Abul, Reda Alhajj, Faruk Polat, Ken Barker:
Finding differentially expressed genes: pattern generation using Q-values. SAC 2004: 138-142 - [c31]Malik Agyemang, Ken Barker, Reda Alhajj:
Framework for mining web content outliers. SAC 2004: 590-594 - [c30]Mohammad A. Hassan, Reda Alhajj, Mick J. Ridley, Ken Barker:
Simplified access to structured databases by adapting keyword search and database selection. SAC 2004: 674-678 - [c29]Angela Cristina Duta, Ken Barker, Reda Alhajj:
ConvRel: relationship conversion to XML nested structures. SAC 2004: 698-702 - 2003
- [j16]Reda Alhajj:
Extracting the extended entity-relationship model from a legacy relational database. Inf. Syst. 28(6): 597-618 (2003) - [j15]Reda Alhajj, Faruk Polat:
Multiple-agents to identify and separate touching digits in unconstrained handwritten Hindi numerals. J. Exp. Theor. Artif. Intell. 15(4): 461-471 (2003) - [j14]Reda Alhajj, Faruk Polat:
Rule-based schema evolution in object-oriented databases. Knowl. Based Syst. 16(1): 47-57 (2003) - [j13]Ashraf Elnagar, Reda Alhajj:
Segmentation of connected handwritten numeral strings. Pattern Recognit. 36(3): 625-634 (2003) - [c28]Mehmet Kaya, Reda Alhajj:
A clustering algorithm with genetically optimized membership functions for fuzzy association rules mining. FUZZ-IEEE 2003: 881-886 - [c27]Reda Alhajj, Mehmet Kaya:
Employing OLAP Mining for Multiagent Reinforcement Learning. HIS 2003: 759-768 - [c26]Tansel Özyer, Reda Alhajj, Ken Barker:
A Boosting Genetic Fuzzy Classifier for Intrusion Detection Using Data Mining Techniques for Rule Pre-screening. HIS 2003: 983-992 - [c25]Jun Du, Ken Barker, Reda Alhajj:
Attraction - A Global Affinity Measure for Database Vertical Partitioning. ICWI 2003: 538-548 - [c24]Mehmet Kaya, Reda Alhajj:
Multiagent Reinforcement Learning Using OLAP-Based Association Rules Mining. IAT 2003: 584-587 - [c23]Reda Alhajj, Ashraf Elnagar:
A Novel Approach to Separate Handwritten Connected Digits. ICDAR 2003: 1198-1202 - [c22]Reda Alhajj, Mehmet Kaya:
Integrating Fuzziness into OLAP for Multidimensional Fuzzy Association Rules Mining. ICDM 2003: 469-472 - [c21]Mehmet Kaya, Reda Alhajj:
Facilitating Fuzzy Association Rules Mining by Using Multi-Objective Genetic Algorithms for Automated Clustering. ICDM 2003: 561-564 - [c20]Mohammad A. Hassan, Reda Alhajj, Mick J. Ridley, Ken Barker:
Database Selection and Keyword Search of Structured Databases: Powerful Search for Naive Users. IRI 2003: 175-182 - [c19]Mehmet Kaya, Reda Alhajj:
Online Mining of Weighted Fuzzy Association Rules. ISCIS 2003: 308-315 - [c18]Mehmet Kaya, Reda Alhajj:
Integrating Fuzziness with OLAP Association Rules Mining. MLDM 2003: 353-368 - [c17]Osman Abul, Anthony Chiu Wa Lo, Reda Alhajj, Faruk Polat, Ken Barker:
Cluster validity analysis using subsampling. SMC 2003: 1435-1440 - 2002
- [c16]Mehmet Kaya, Reda Alhajj, Faruk Polat, Ahmet Arslan:
Efficient Automated Mining of Fuzzy Association Rules. DEXA 2002: 133-142 - [c15]Mehmet Kaya, Reda Alhajj:
Reinforcement Learning in Multiagent Systems: A Modular Fuzzy Approach with Internal Model Capabilities. ICTAI 2002: 469- - 2001
- [j12]Faruk Polat, Ahmet Cosar, Reda Alhajj:
Semantic information-based alternative plan generation for multiple query optimization. Inf. Sci. 137(1-4): 103-133 (2001) - [j11]Ashraf Elnagar, Reda Alhajj, Saad Harous:
Term rewriting and its application to recognizing handwritten Hindu numerals. J. Exp. Theor. Artif. Intell. 13(3): 271-290 (2001) - [c14]Reda Alhajj, Faruk Polat:
Transferring database contents from a conventional information systemto a corresponding existing object oriented information system. SAC 2001: 220-224 - [c13]Reda Alhajj, Faruk Polat:
Reengineering Relational Databases to Object-Oriented: Constructing the Class Hierarchy and Migrating the Data. WCRE 2001: 335-344 - 2000
- [j10]Reda Alhajj:
Simplifying the Formulation of a Wide Range of Object-Oriented Complex Queries. J. Database Manag. 11(2): 20-29 (2000) - [j9]Reda Alhajj:
An Object-Oriented Query Model: An Algebraic Approach With Closure. J. Inf. Sci. Eng. 16(4): 499-533 (2000) - [j8]Osman Abul, Faruk Polat, Reda Alhajj:
Multiagent reinforcement learning using function approximation. IEEE Trans. Syst. Man Cybern. Part C 30(4): 485-497 (2000) - [c12]Reda Alhajj:
Deciding on the Equivalence of a Relational Schema and and Object-Oriented Schema. DEXA 2000: 31-40 - [c11]Osman Abul, Faruk Polat, Reda Alhajj:
Function approximation based multi-agent reinforcement learning. ICTAI 2000: 36-39 - [c10]Reda Alhajj, Faruk Polat:
Maximizing Reuseability: Seeking Appropriate Positions for Derived Classes Within the Class Hierarchy. SAC (1) 2000: 351-355 - [c9]Reda Alhajj, Faruk Polat, Ashraf Elnagar:
Employing multi-agents to identify touching of adjacent digits in handwritten Hindi numerals. SMC 2000: 2725-2730
1990 – 1999
- 1999
- [j7]Reda Alhajj, Ashraf Elnagar:
Incremental Materialization of Object-Oriented Views. Data Knowl. Eng. 29(2): 121-145 (1999) - [j6]Reda Alhajj, Faruk Polat:
Using Object-Oriented Materialized Views to Answer Selection-Based Complex Queries. Inf. Sci. 118(1-4): 75-99 (1999) - [j5]Faruk Polat, Reda Alhajj:
A multi-agent tuple-space based problem solving framework. J. Syst. Softw. 47(1): 11-17 (1999) - [c8]Reda Alhajj:
A Model that Simplifies the Coding of a Group of Object-Oriented Complex Queries. ADBIS (Short Papers) 1999: 178-184 - [c7]Reda Alhajj:
Documenting Legacy Relational Databases. ER (Workshops) 1999: 161-172 - [c6]Reda Alhajj, Ashajj Elnagar:
A Model for Deferred View Maintenance. IDEAS 1999: 188-196 - 1998
- [j4]Reda Alhajj, Faruk Polat:
Incrementalk View Maintenance in Object-Oriented Databases. Data Base 29(3): 52-64 (1998) - [j3]Reda Alhajj, Faruk Polat:
Proper Handling of Query Results towards Maximizing Reusability in Object_oriented Databases. Inf. Sci. 107(1-4): 247-272 (1998) - 1996
- [c5]Reda Alhajj, Faruk Polat:
View Maintenance in Object-Oriented Databases. DEXA 1996: 153-162 - 1994
- [c4]Reda Alhajj, Faruk Polat:
Closure Maintenance in An Object-Oriented Query Model. CIKM 1994: 72-79 - 1993
- [b1]Reda Alhajj:
A Query model and an object algebra for object oriented database (Nesnesel veri tabanları için sorgulama modeli ve nesnesel cebir). İhsan Doğramacı Bilkent University, Turkey, 1993 - [j2]Reda Alhajj, M. Erol Arkun:
An Object Algebra for Object-Oriented Database Systems. Data Base 24(3): 13-22 (1993) - [j1]Reda Alhajj, M. Erol Arkun:
Object-oriented query language facilitating construction of new objects. Inf. Softw. Technol. 35(9): 519-529 (1993) - [c3]Reda Alhajj, M. Erol Arkun:
A Query Model for Object-Oriented Databases. ICDE 1993: 163-172 - [c2]Reda Alhajj, M. Erol Arkun:
A Formal Object-Oriented Query Model and an Algebra. NATO ASI OODBS 1993: 101-116 - 1992
- [c1]Reda Alhajj, M. Erol Arkun:
Queries in Object-Oriented Database Systems. CIKM 1992: 36-52
Coauthor Index
Mohammed Al-Shalalfa
aka: Mohammed Alshalalfa
aka: Mohammed Alshalalfa
[p5] [j53] [c151] [c150] [j43] [j40] [c125] [p1] [j35] [c116] [c115] [c113] [c111] [c106] [j32] [j31] [j30] [j28] [c102] [c98] [c96] [c94] [c92] [c87] [c85] [c84] [c78] [j27] [j25] [j24] [c77] [c75] [c74] [c73] [c72] [c69] [c62] [c60] [c59] [c58] [c57] [c56] [j18] [c54] [c52] [c51] [c48] [c47] [c46] [c44] [c43] [c39] [c37] [c34] [c33] [c32] [c31] [c30] [c29] [c26] [c25] [c20] [c17]
[j114] [j87] [c201] [c195] [j82] [j80] [j73] [c180] [c179] [c178] [c173] [c171] [c170] [p13] [p12] [j67] [j66] [j65] [j63] [p11] [p10] [p8] [p6] [p5] [j55] [j52] [j48] [c156] [c152] [c151] [c150] [c147] [j46] [j44] [j42] [c134] [c131] [c130] [c128] [c127] [j36] [c114] [c109] [c104] [c103] [c99] [c95] [c86] [c70]
[j172] [j170] [j169] [j168] [j166] [j164] [j163] [c265] [c264] [c263] [c260] [c259] [c258] [c257] [c256] [j156] [c255] [c254] [c253] [c252] [c250] [c247] [j150] [j148] [j147] [c237] [j140] [j137] [c236] [c234] [p21] [j131] [c229] [j129] [j116] [p18] [j96] [j95] [j94] [c197] [j86] [j81] [c178] [p13] [j66] [j65] [c163] [p6] [j58] [j48] [j47] [j39] [j38] [c135] [c126] [j36] [j35] [c124] [c110] [c103] [c100] [c91] [c90] [c87] [j24] [c74] [c71] [c70] [c64] [c63] [c61] [c54] [c44] [c38] [c35] [c33] [c26]
[j152] [j148] [j147] [j141] [j136] [j134] [j133] [c231] [c224] [c223] [c214] [j106] [j105] [c203] [j95] [j88] [c194] [c193] [j76] [c186] [c181] [j71] [j62] [j61] [c166] [c157] [c155] [c142] [c139] [j34] [c118] [c105] [j29] [c97] [c93] [c88] [c83] [j27] [j23] [j19] [r2] [r1] [c53] [c45] [c32] [j15] [j14] [c17] [c16] [j12] [c14] [c13] [j8] [c11] [c10] [c9] [j6] [j5] [j4] [j3] [c5] [c4]
[j175] [j171] [j170] [j168] [j167] [j165] [j163] [c265] [c264] [c263] [c262] [j162] [c257] [c256] [j159] [j157] [c249] [j154] [c248] [c246] [i2] [i1] [j153] [j149] [j144] [j142] [p25] [p24] [e10] [c232] [j130] [j128] [c220] [j117] [j116] [j115] [j114] [c218] [c217] [c213] [e7] [j106] [p16] [j98] [j90] [j88] [c200] [c197] [c196] [c190] [j85] [j84] [j81] [c186] [c185] [c183] [c180] [c179] [c178] [c177] [c176] [c173] [c172] [c171] [c170] [p15] [p14] [p13] [j69] [j67] [c168] [c167] [c165] [c162] [c158] [p10] [p8] [p7] [p5] [c156] [c154] [c153] [c151] [c150] [c148] [c147] [c146] [c145] [p2] [c143] [c137]
Konstantinos F. Xylogiannopoulos
aka: Kostas F. Xylogiannopoulos
aka: Kostas F. Xylogiannopoulos
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