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19th IRI 2018: Salt Lake City, UT, USA
- 2018 IEEE International Conference on Information Reuse and Integration, IRI 2018, Salt Lake City, UT, USA, July 6-9, 2018. IEEE 2018, ISBN 978-1-5386-2659-7

Session A1.1: Security and Privacy
- Imrul Chowdhury Anindya, Murat Kantarcioglu:

Adversarial Anomaly Detection Using Centroid-Based Clustering. 1-8 - Richard A. Bauder, Taghi M. Khoshgoftaar:

A Survey of Medicare Data Processing and Integration for Fraud Detection. 9-14 - Gbadebo Ayoade, Vishal Karande, Latifur Khan

, Kevin W. Hamlen:
Decentralized IoT Data Management Using BlockChain and Trusted Execution Environment. 15-22
Session A1.2: Modeling and Mining
- Brian Ricks, Patrick Tague, Bhavani Thuraisingham:

Large-Scale Realistic Network Data Generation on a Budget. 23-30 - Edilton Lima dos Santos

, Ivan do Carmo Machado:
Towards an Architecture Model for Dynamic Software Product Lines Engineering. 31-38 - Mustafa Amir Faisal, Alvaro A. Cárdenas:

Measuring the Growth in Complexity of Models from Industrial Control Networks. 39-46
Session A2: Social Media and Users
- Jeffrey Lund, Yiu-Kai Ng:

Movie Recommendations Using the Deep Learning Approach. 47-54 - Abhinay Pandya, Mourad Oussalah, Paola Monachesi, Panos Kostakos

, Lauri Lovén
:
On the Use of URLs and Hashtags in Age Prediction of Twitter Users. 62-69
Session A3: Classification and Processing
- Tawfiq Hasanin

, Taghi M. Khoshgoftaar:
The Effects of Random Undersampling with Simulated Class Imbalance for Big Data. 70-79 - Richard A. Bauder, Taghi M. Khoshgoftaar:

Medicare Fraud Detection Using Random Forest with Class Imbalanced Big Data. 80-87 - Yan Liang, Khaled Jabr, Christan Grant

, Jill Irvine
, Andrew Halterman:
New Techniques for Coding Political Events across Languages. 88-93
Applications 1: Detection
- Yihuang Kang, Keng-Pei Lin, I-Ling Cheng

:
Topic Diffusion Discovery Based on Sparseness-Constrained Non-Negative Matrix Factorization. 94-101 - Amari Vaughn, Paul Biocco, Yang Liu

, Mohd Anwar:
Activity Detection and Analysis Using Smartphone Sensors. 102-107 - Clifford Kemp, Chad Calvert, Taghi M. Khoshgoftaar:

Utilizing Netflow Data to Detect Slow Read Attacks. 108-116
Poster Session 1
- Mourad Oussalah, Mikko Vaisanen, Ekaterina Gilman

:
On Wordsense Disambiguation through Morphological Transformation and Semantic Distance and Domain Link Knowledge. 117-121 - Sahil Dhankhad, Emad Mohammed, Behrouz H. Far:

Supervised Machine Learning Algorithms for Credit Card Fraudulent Transaction Detection: A Comparative Study. 122-125 - Faryaneh Poursardar, Frank Shipman:

How Perceptions of Web Resource Boundaries Differ for Institutional and Personal Archives. 126-129 - Sobiga Shanmugathasan, Sampath Jayarathna:

Oculomotor Plant Feature Extraction from Human Saccadic Eye Movements. 130-133 - Max Weissman, Daniel Ponsini, Seung-Yun Kim:

Prioritized Situation Awareness for Soccer Robots Using Timed Transition Petri Nets. 134-138
Session B1: Knowledge Representation and Management
- Márcio Ferreira Moreno, Rodrigo C. M. Santos, Wallas H. S. dos Santos, Rafael Brandão, Patricia Carrion, Renato Cerqueira:

Handling Hyperknowledge Representations through an Interactive Visual Approach. 139-146 - Thouraya Bouabana-Tebibel, Stuart H. Rubin, Lydia Bouzar-Benlabiod, Miled Basma Bentaiba-Lagrid, Maria Roumaissa Hanini:

Knowledge-Based Randomization for Amplification. 147-154 - Miled Basma Bentaiba-Lagrid, Lydia Bouzar-Benlabiod, Stuart H. Rubin, Thouraya Bouabana-Tebibel, Maria Roumaissa Hanini:

Knowledge Amplification Using Randomization in Case-Based Reasoning - Case Study: Severity of Mammography Mass. 155-162 - Lydia Bouzar-Benlabiod, Stuart H. Rubin, Lila Méziani:

Randomization-Based Knowledge Discovery with Application to Weather Prediction. 163-169
Session B2: Learning
- Huang Hong, Latifur Khan

, Gbadebo Ayoade, Zhou Shaohua, Wei Yong:
A Complex Task Scheduling Scheme for Big Data Platforms Based on Boolean Satisfiability Problem. 170-177 - Grant Rosario, Thomas Sonderman, Xingquan Zhu

:
Deep Transfer Learning for Traffic Sign Recognition. 178-185 - Pallabi Parveen, Melissa Lee, Austin Henslee, Matt Dugan, Brad Ford:

Partition-Aware Scalable Outlier Detection Using Unsupervised Learning. 186-192
Applications 2: Social Media and Users
- Rodrigo Campos, Rodrigo Pereira dos Santos

, Jonice Oliveira
:
Web-Based Recommendation System Architecture for Knowledge Reuse in MOOCs Ecosystems. 193-200 - Mourad Oussalah, Ahmed H. Zaidi:

Forecasting Weekly Crude Oil Using Twitter Sentiment of U.S. Foreign Policy and Oil Companies Data. 201-208 - Brandeis Marshall, Takeria Blunt, Tayloir Thompson:

The Impact of Live Tweeting on Social Movements. 209-216
Applications 3: Information Reuse
- Diana Lin, Sampath Jayarathna:

Automated Playlist Generation from Personal Music Libraries. 217-224
Poster Session 2
- Chien-Sing Lee

, K. Daniel Wong:
Design-Computational Thinking, Transfer and Flavors of Reuse: Scaffolds to Information and Data Science for Sustainable Systems in Smart Cities. 225-228 - Charles Wheelus, Elias Bou-Harb, Xingquan Zhu

:
Tackling Class Imbalance in Cyber Security Datasets. 229-232 - Patoomsiri Songsiri, Boonserm Kijsirikul:

Efficient All-and-One Support Vector Machines Based on One-versus-All Data Inseparability. 233-239 - Shekoofeh Mokhtari, Tao Li, Ning Xie

:
RevMap: A Visualized Framework for Holistic View of Reviews. 240-243 - Reeta Suman, Behrouz H. Far, Emad A. Mohammed, Ashok Nair, Sanaz Janbakhsh:

Visualization of Server Log Data for Detecting Abnormal Behaviour. 244-247 - Tannaz Rezaei Damavandi, Sampath Jayarathna, Yu Sun:

Modeling CDC Data for Real Time Feature Estimation. 248-251 - Omar Abdelwahab, Adel Elmaghraby

:
Deep Learning Based vs. Markov Chain Based Text Generation for Cross Domain Adaptation for Sentiment Classification. 252-255
Session C1: Diagnosis and Prediction
- Ling Xu, Bei Wang, Ling Liu, Mo Zhou, Shengping Liao, Meng Yan

:
Misclassification Cost-Sensitive Software Defect Prediction. 256-263 - Panos Kostakos

, Abhinay Pandya, Mourad Oussalah, Simo Hosio
, Christoph F. Breidbach
, Vassilis Kostakos
, Niels van Berkel
, Olga Kyriakouli, Arash Sattari:
Correlating Refugee Border Crossings with Internet Search Data. 264-268
Applications 4: AI and Machine Learning 1
- Opeyemi Aborisade, Mohd Anwar:

Classification for Authorship of Tweets by Comparing Logistic Regression and Naive Bayes Classifiers. 269-276 - Alisha Banskota, Yiu-Kai Ng:

A Graduate School Recommendation System Using the Multi-Class Support Vector Machine and KNN Approaches. 277-284 - Richard A. Bauder, Raquel da Rosa, Taghi M. Khoshgoftaar:

Identifying Medicare Provider Fraud with Unsupervised Machine Learning. 285-292
Applications 4: AI and Machine Learning 2
- Shekoofeh Mokhtari, Tao Li, Ning Xie

:
Context-Sensitive Neural Sentiment Classification. 293-299 - Muhammad Azam, Nizar Bouguila:

Speaker Verification Using Adapted Bounded Gaussian Mixture Model. 300-307 - Jiusong Hu, Hongli Liu, Dawei Liu:

Toward a Dynamic K in K-Nearest Neighbor Fingerprint Indoor Positioning. 308-314 - Patrick Hansen, Philip Franco, Seung-Yun Kim:

Soccer Ball Recognition and Distance Prediction Using Fuzzy Petri Nets. 315-322
Applications 5: Data Analytics 1
- Mahmudul Hassan

, Srividya K. Bansal:
RDF Data Storage Techniques for Efficient SPARQL Query Processing Using Distributed Computation Engines. 323-330 - Richard Price, Lakshmish Ramaswamy, Seyedamin Pouriyeh:

Efficient Processing of Range Queries over Distributed Relational Databases. 331-337 - Divya Ankam, Nizar Bouguila:

Compositional Data Analysis with PLS-DA and Security Applications. 338-345
Session C2: Decision Support
- Ahmad Abu Shanab, Taghi M. Khoshgoftaar:

Is Gene Selection Enough for Imbalanced Bioinformatics Data? 346-355 - Angelo Augusto Frozza, Ronaldo dos Santos Mello, Felipe de Souza da Costa:

An Approach for Schema Extraction of JSON and Extended JSON Document Collections. 356-363
Applications 5: Data Analytics 2
- Mahmudul Hassan

, Srividya K. Bansal:
Semantic Data Querying over NoSQL Databases with Apache Spark. 364-371 - Ahmad Abu Shanab, Taghi M. Khoshgoftaar:

Filter-Based Subset Selection for Easy, Moderate, and Hard Bioinformatics Data. 372-377
Invited Papers Session I
- Muhammad Rizwan Saeed, Viktor K. Prasanna:

Extracting Entity-Specific Substructures for RDF Graph Embedding. 378-385 - Samira Pouyanfar, Shu-Ching Chen, Mei-Ling Shyu:

Deep Spatio-Temporal Representation Learning for Multi-Class Imbalanced Data Classification. 386-393 - Vito D'Orazio, Marcus Deng, Michael Shoemate:

TwoRavens for Event Data. 394-401
Invited Papers Session II
- Deya Banisakher, Maria E. Presa Reyes, Joshua D. Eisenberg, Joshua Allen, Mark A. Finlayson, René Price

, Shu-Ching Chen:
Ontology-Based Supervised Concept Learning for the Biogeochemical Literature. 402-410 - I-Ling Yen, Farokh B. Bastani, Nidhiben Solanki, Yongtao Huang:

Trustworthy Computing in the Dynamic IoT Cloud. 411-418 - Ahmed T. Soliman, Mei-Ling Shyu:

A Multi-Model Based Approach for Driver Missense Identification. 419-425
Invited Papers Session III
- James P. McGlothlin:

Accelerating Analytics for Clinical Pathways to Drive Cost Reduction and Quality Improvement. 426-435 - Saad Sadiq, Marina Zmieva, Mei-Ling Shyu, Shu-Ching Chen:

Reduced Residual Nets (Red-Nets): Low Powered Adversarial Outlier Detectors. 436-443 - Haiman Tian, Samira Pouyanfar, Jonathan Chen, Shu-Ching Chen, S. Sitharama Iyengar

:
Automatic Convolutional Neural Network Selection for Image Classification Using Genetic Algorithms. 444-451
7th IEEE International Workshop on Data Integration and Mining (DIM 2018)
- Neda Abolhassani, Colin Puri, Sonali Parthasarathy, Zhijie Wang, Matthew Kujawinski, Teresa Tung, Lakshmish Ramaswamy:

Universal Metadata Repository: Integrating Data Profiles Across an Organization. 452-459 - Saranya Krishnan, Min Chen:

Identifying Tweets with Fake News. 460-464 - Xiaoliang Wang

, Yongjin Lu, Yujuan Wang, Wei-bang Chen:
Diabetic Retinopathy Stage Classification Using Convolutional Neural Networks. 465-471
7th IEEE International Workshop on Empirical Methods for Recognizing Inference in TExt (EM-RITE 2018)
- Kuo-Chung Chu

, Peng-Hua Jiang, Huan-Yu Syu, Yan-Ling Chen:
Preliminary Modeling of Gender Identification in the Social Community. 472-477 - Min-Yuh Day

, Chao-Yu Chen:
Artificial Intelligence for Automatic Text Summarization. 478-484 - Shih-Hung Wu

, Liang-Pu Chen, Ping-Che Yang, Tsun Ku:
Automatic Dialogue Template Synthesis for Chatbot by Story Information Extraction. 485-490 - Che-Hao Lee, Tzu-Yu Chen, Liang-Pu Chen, Ping-Che Yang, Richard Tzong-Han Tsai:

Automatic Question Generation from Children's Stories for Companion Chatbot. 491-494
6th IEEE International Workshop on Formal Methods Integration (FMi 2018)
- Raphaël Khoury, Sylvain Hallé

:
Tally Keeping-LTL: An LTL Semantics for Quantitative Evaluation of LTL Specifications. 495-502 - Lila Méziani, Thouraya Bouabana-Tebibel, Lydia Bouzar-Benlabiod:

From Petri Nets to UML Model: A New Transformation Approach. 503-510 - Chafika Djaoui, Elhillali Kerkouche, Allaoua Chaoui

, Khaled Khalfaoui
:
A Graph Transformation Approach to Generate Analysable Maude Specifications from UML Interaction Overview Diagrams. 511-517 - Stefan Schupp, Justin Winkens, Erika Ábrahám

:
Context-Dependent Reachability Analysis for Hybrid Systems. 518-525
2nd International Workshop on Social Media Networks Analytics and Applications (SMA2 2018)
- Michele Ianni, Elio Masciari

:
Trusted Environments for Volunteer Computing. 526-529 - Giovanni Cozzolino:

Using Semantic Tools to Represent Data Extracted from Mobile Devices. 530-536 - Fabio Persia

, Mouzhi Ge, Daniela D'Auria:
How to Exploit Recommender Systems in Social Media. 537-541

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