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ORCIDIRI 2015: San Francisco, CA, USA
- 2015 IEEE International Conference on Information Reuse and Integration, IRI 2015, San Francisco, CA, USA, August 13-15, 2015. IEEE Computer Society 2015, ISBN 978-1-4673-6656-4
Session A1
Session A11: Semantic and Big Data Management
- Aaron N. Richter, Taghi M. Khoshgoftaar, Sara Landset, Tawfiq Hasanin
:
A Multi-dimensional Comparison of Toolkits for Machine Learning with Big Data. 1-8 - Seungmin Seo, Sejin Chun, Byungkook Oh, Kyong-Ho Lee:
SDPA: Sensor Data Processing Architecture for Modeling Semantic Data from Sensor Steams. 9-16 - Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano:
Choosing an Appropriate Ensemble Classifier for Balanced Bioinformatics Data. 17-24 - Satyen Abrol, Gunasekar Rajasekar, Latifur Khan, Vaibhav Khadilkar, Siddarth Nagarajan, Nathan McDaniel, Gautam Ganesh, Bhavani Thuraisingham:
Real-Time Stream Data Analytics for Multi-purpose Social Media Applications. 25-30
Session A12: Social Media/Networks and Web
- Leila Bahri, Barbara Carminati, Elena Ferrari:
What Happens to My Online Social Estate When I Am Gone? An Integrated Approach to Posthumous Online Data Management. 31-38 - Stephen Wan, Cécile Paris, Dimitrios Georgakopoulos:
Social Media Data Aggregation and Mining for Internet-Scale Customer Relationship Management. 39-48 - Jose Andres Bolanos Perera, Du Zhang, Meiliu Lu:
Smart Maps through Semantic Web, Social Media, and Sentiment Analysis. 49-56 - Yinuo Zhang, Hao Wu, Anand V. Panangadan, Viktor K. Prasanna:
Integration of Heterogeneous Web Services for Event-Based Social Networks. 57-63
Session A13: Multimedia Data Management
- Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu:
Negative-Based Sampling for Multimedia Retrieval. 64-71 - Yiming Li, Hongyi Liu, Zhenzhong Chen:
Perceptually Lossless Image Coding Based on Foveated JND. 72-75 - Bilgehan Turhan, Gözde B. Akar, Çigdem Turhan, Cihan Yukse:
Visual and Textual Feature Fusion for Automatic Customs Tariff Classification. 76-81 - Yimin Yang, Shu-Ching Chen:
Ensemble Learning from Imbalanced Data Set for Video Event Detection. 82-89
Session A14: Reuse and Integration
- Richard O. Sinnott, Christopher Bayliss, Andrew J. Bromage, Gerson Galang, Yikai Gong, Phillip Greenwood, Glenn T. Jayaputera, Davis Marques, Luca Morandini, Marcos Nino-Ruiz, Ghazal Nogoorani, Hossein Pursultani, Rosana Rabanal, Muhammad S. Sarwar, William Voorsluys, Ivo Widjaja:
The Urban Data Re-use and Integration Platform for Australia: Design, Realisation, and Case Studies. 90-97 - Thouraya Bouabana-Tebibel, Stuart Harvey Rubin, Asmaa Chebba:
Context and Encapsulation Modeling for Knowledge Reuse. 98-105 - Kevin Zeng, Peter M. Athanas:
Discovering Reusable Hardware Using Birthmarking Techniques. 106-113 - Aftab Iqbal, Stefan Decker:
Integrating Open Source Software Repositories on the Web through Linked Data. 114-121
Session A2
Session A22: Sensing and Sensor Data Management
- Zimeng Li, Daiqin Yang, Zhenzhong Chen:
Multi-layer Sparse Coding Based Ship Detection for Remote Sensing Images. 122-125 - Won Woo Ro, Giyong Park, Sejin Chun, Kyong-Ho Lee:
Complex Sensor Mashups for Linking Sensors and Formula-Based Knowledge Bases. 126-133 - Sepideh Afkhami Goli, Behrouz H. Far, Abraham O. Fapojuwo:
Cooperative Multi-sensor Multi-vehicle Localization in Vehicular Adhoc Networks. 142-149
Session A23: Clouds and Grids
- Mehdi Bahrami, Mukesh Singhal:
DCCSOA: A Dynamic Cloud Computing Service-Oriented Architecture. 158-165
Session A24: NLP, Fuzzy Systems, and Networks
- Jiawei Zhang, Weixiang Shao, Senzhang Wang, Xiangnan Kong, Philip S. Yu:
PNA: Partial Network Alignment with Generic Stable Matching. 166-173 - Michael Crawford, Xingquan Zhu:
Gender Prediction in Random Chat Networks Using Topological Network Structures and Masked Content. 174-181 - Raheleh Jafari, Wen Yu:
Uncertainty Nonlinear Systems Modeling with Fuzzy Equations. 182-188
Poster Session
- Shambhavi Dinakar, Pankaj Andhale, Manjeet Rege:
Sentiment Analysis of Social Network Content. 189-192 - Rohit Surve, Meiliu Lu, Jun Dai:
XQuery Data Mining Tool for Campus Security. 193-196 - Joseph D. Prusa, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano:
Using Random Undersampling to Alleviate Class Imbalance on Tweet Sentiment Data. 197-202 - Jose Hurtado, Shihong Huang, Xingquan Zhu:
Topic Discovery and Future Trend Prediction Using Association Analysis and Ensemble Forecasting. 203-206 - Lewis J. McGibbney, Kim D. Whitehall, Chris A. Mattmann, Phillip M. Carter:
Enabling Linguistic Analysis of Scientific Metadata through Internationalizing NASA JPL's PODAAC. 207-210 - M. E. Fayad, Siddharth Jindal:
Accessibility Stable Analysis Pattern (Stable Pattern for Model Based Software Reuse). 211-214 - Rishi Verma, Chris Mattmann:
Extending Spark Analytics through Tika-Based Information Extraction and Retrieval. 215-218 - Gabriel Castaneda, Taghi M. Khoshgoftaar:
A Survey of 2D Face Databases. 219-224 - Haidar M. Harmanani, Danielle Azar, Grace Zgheib, David Kozhaya:
An Ant Colony Optimization Heuristic to Optimize Prediction of Stability of Object-Oriented Components. 225-228
Session B1
Session B11: Classification, Clustering, & Mining I
- Brian Heredia, Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman:
Building an Effective Classification Model for Breast Cancer Patient Response Data. 229-235 - Salem Alelyani, Huan Liu:
A Local SVD Framework for Stable Feature Selection for Clustering. 236-243 - Uttam Kumar, Cristina Milesi, Sangram Ganguly, S. Kumar Raja, Ramakrishna R. Nemani:
Simplex Projection for Land Cover Information Mining from Landsat-5 TM Data. 244-251 - Joseph D. Prusa, Taghi M. Khoshgoftaar, David J. Dittman:
Using Ensemble Learners to Improve Classifier Performance on Tweet Sentiment Data. 252-257
Session B12: Heuristics/Mining & Information Retrieval/Extraction
- Chao Chen, Mei-Ling Shyu, Shu-Ching Chen:
Gaussian Mixture Model-Based Subspace Modeling for Semantic Concept Retrieval. 258-265 - Éric Grégoire:
On Extracting Arguments in Favor of One Given Conclusion. 266-272 - Elham Akhond Zadeh Noughabi, Amir Albadvi, Behrouz Homayoun Far:
How Can We Explore Patterns of Customer Segments' Structural Changes? A Sequential Rule Mining Approach. 273-280 - Guangqiang Zhao, Mingjin Zhang, Tao Li, Shu-Ching Chen, Naphtali Rishe:
City Recorder: Virtual City Tour Using Geo-referenced Videos. 281-286
Workshop on Formal Methods Integration (FMi 2015)
- René Rydhof Hansen, Kim Guldstrand Larsen, Mads Chr. Olesen, Erik Ramsgaard Wognsen:
Formal Methods for Modelling and Analysis of Single-Event Upsets. 287-294 - André Luis Ribeiro Didier, Alexandre Mota:
A Lattice-Based Representation of Temporal Failures. 295-302 - Sardaouna Hamadou, John Mullins, Christophe Chareton, Abdelouahed Gherbi:
Specifying Avionic Embedded Systems by Denotations of the Time-Triggered Constraint-Based Calculus. 303-310 - Sofiane Bendoukha, Hayat Bendoukha, Daniel Moldt:
RenewGrass - A Tool for Building Scientific Workflows: Application to the Remote Sensing Domain. 311-317 - Aissam Belghiat, Allaoua Chaoui, Mokhtar Beldjehem:
Capturing and Verifying Dynamic Program Behaviour Using UML Communication Diagrams and Pi-Calculus. 318-325
Information Reuse and Integration in Health Informatics (IRI-HI 2015)
- Ivanoe De Falco, Giuseppe De Pietro, Giovanna Sannino:
On Finding Explicit Rules for Personalized Forecasting of Obstructive Sleep Apnea Episodes. 326-333 - Andreas Behrend, Philip Schmiegelt, Dieter Gawlick, Zhen Hua Liu, Ronny Fehling:
Mastering Situation Awareness in Healtcare Database Systems. 334-341 - Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman, Amri Napolitano:
Alterations to the Bootstrapping Process within Random Forest: A Case Study on Imbalanced Bioinformatics Data. 342-348
Session B2
Session B21: Classification, Clustering, & Mining II
- Xinpeng L. Liao, Chengcui Zhang, Ariel D. Smith, Grant T. Savage:
A Multi-topic Meta-classification Scheme for Analyzing Lobbying Disclosure Data. 349-356 - Kathy Applebaum, Du Zhang:
Classifying Galaxy Images through Support Vector Machines. 357-363 - Aibek Musaev, De Wang, Saajan Shridhar, Calton Pu:
Fast Text Classification Using Randomized Explicit Semantic Analysis. 364-371 - Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Ahmad Abu Shanab:
Observing the Effect of the Choice of Classifier on Bioinformatics Data with Varying Levels of Data Quality and Class Balance. 372-379
Session B22: Testing, Software Reuse, & Automation
- Bolong Zeng, Li Tan:
Test Reactive Systems with Buchi Automata: Acceptance Condition Coverage Criteria and Performance Evaluation. 380-387 - Daniel R. Harris:
Modeling Reusable and Interoperable Faceted Browsing Systems with Category Theory. 388-395 - Aftab Iqbal, Stefan Decker:
On the Need of Integrating Social Media Channels and Open Source Software Repositories. 396-402
Session C1
Session C11: Information Security and Privacy I
- De Wang, Calton Pu:
BEAN: A BEhavior ANalysis Approach of URL Spam Filtering in Twitter. 403-410 - Stuart H. Rubin, Thouraya Bouabana-Tebibel, Yasmin Hoadjli, Kadaouia Habib, Boussaad Yacine Belamiri:
On Heuristic Randomization and Reuse as an Enabler of Domain Transference. 411-418 - Yun Zhang, Farhan Patwa, Ravi S. Sandhu, Bo Tang:
Hierarchical Secure Information and Resource Sharing in OpenStack Community Cloud. 419-426 - Bharath K. Samanthula, Fang-Yu Rao, Elisa Bertino, Xun Yi:
Privacy-Preserving Protocols for Shortest Path Discovery over Outsourced Encrypted Graph Data. 427-434
Session C12: Data Management
- Tony Le, Du Zhang:
DBLPminer: A Tool for Exploring Bibliographic Data. 435-442 - Verena Kantere:
Datom: Towards Modular Data Management. 443-450 - Bhavani Thuraisingham, Tyrone Cadenhead, Murat Kantarcioglu, Vaibhav Khadilkar:
Design and Implementation of a Semantic Web-Based Inference Controller: A Summary. 451-456 - David J. Dittman, Taghi M. Khoshgoftaar, Amri Napolitano:
The Effect of Data Sampling When Using Random Forest on Imbalanced Bioinformatics Data. 457-463
IEEE International Workshop on Data Integration and Mining (DIM 2015)
- Gaurav Tyagi, Nilesh V. Patel, Ishwar K. Sethi:
Soft-Hard Clustering for Multiview Data. 464-469 - Sudheer Chelluboina, Michael Hahsler:
Trajectory Segmentation Using Oblique Envelopes. 470-475 - Shesha Sreenivasamurthy, Shayna Frank:
Efficacy of Season Prediction for Geo-locations Using Geo-tagged Images. 476-484 - Richard Adrian Galvan, Ahmad Reza Hadaegh, Matinehalsadat Kashani Moghaddam:
Improving Pharmacological Research of HIV-1 Integrase Inhibition Using Differential Evolution - Binary Particle Swarm Optimization and Nonlinear Adaptive Boosting Random Forest Regression. 485-490
IEEE International Workshop on Information Integration in Cyber Physical Systems (IICPS 2015)
- Daniela D'Auria, Fabio Persia, Bruno Siciliano:
A Low-Cost Haptic System for Wrist Rehabilitation. 491-495 - Stan Pietrowicz, Ben Falchuk, Aleksandar Kolarov, Aditya Naidu:
Web-Based Smart Grid Network Analytics Framework. 496-501
Session C2
Session C21: Information Security and Privacy II
- Atin Basuchoudhary, Mohamed Eltoweissy, Mohamed Azab, Laura Razzolini, Shimaa Mohamed:
Cyberdefense When Attackers Mimic Legitimate Users: A Bayesian Approach. 502-509 - Marthony Taguinod, Adam Doupé, Ziming Zhao, Gail-Joon Ahn:
Toward a Moving Target Defense for Web Applications. 510-517 - Vincent C. Hu, David F. Ferraiolo, D. Richard Kuhn, Raghu N. Kacker, Yu Lei:
Implementing and Managing Policy Rules in Attribute Based Access Control. 518-525
Session C22: Ontologies & Integration
- Othusitse S. D. Phefo, Naledi Kefitiley, Hlomani Hlomani:
Towards the Cultural Knowledge Ontology. 526-533 - Chung Ming Cheung, Yinuo Zhang, Anand V. Panangadan, Viktor K. Prasanna:
Computational Cost of Querying for Related Entities in Different Ontologies. 534-541 - Eslam Amer:
Enhancing Efficiency of Web Search Engines through Ontology Learning from Unstructured Information Sources. 542-549
IEEE International Workshop on Empirical Methods for Recognizing Inference in Text (EMRITE 2015)
- Hsien-You Hsieh, Shih-Hung Wu:
Ranking Online Customer Reviews with the SVR Model. 550-555 - Kuan-Cheng Lin, Shih-Hung Wu, Liang-Pu Chen, Ping-Che Yang:
Finding the Key Users in Facebook Fan Pages via a Clustering Approach. 556-561 - Min-Yuh Day, Cheng-Chia Tsai:
Machine Learning for Imbalanced Datasets of Recognizing Inference in Text with Linguistic Phenomena. 562-568 - Yu-Lun Hsieh, Shih-Hung Liu, Yung-Chun Chang, Wen-Lian Hsu:
Neural Network-Based Vector Representation of Documents for Reader-Emotion Categorization. 569-573
IEEE International Workshop on Data Integration and Mining (DIM 2015)
- Uttam Kumar, Cristina Milesi, S. Kumar Raja, Sangram Ganguly, Ramakrishna R. Nemani:
Unconstrained Linear Spectral Mixture Models for Spatial Information Extraction: A Comparative Study. 574-581 - Vasa Hardik, Vasudevan Anirudh, Balaji Palanisamy:
Link Analysis of Wikipedia Documents Using MapReduce. 582-588
IEEE International Workshop on Information Integration in Cyber Physical Systems (IICPS 2015)
- Kishore Pochiraju, Sanjai Narain:
Cyber Physical System Integration and Configuration Guided by Satisfiability Modulo Theories. 589-592 - Julian L. Rrushi, Philip A. Nelson:
Big Data Computing for Digital Forensics on Industrial Control Systems. 593-608 - Faridoon Shabani, Masoumeh Seyedyazdi, Mohammad Vaziri, Mahyar Zarghami, Suresh Vadhva:
State Estimation of a Distribution System Using WLS and EKF Techniques. 609-613
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