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IRI 2017: San Diego, CA, USA
- Chengcui Zhang, Balaji Palanisamy, Latifur Khan, Sahra Sedigh Sarvestani:
2017 IEEE International Conference on Information Reuse and Integration, IRI 2017, San Diego, CA, USA, August 4-6, 2017. IEEE Computer Society 2017, ISBN 978-1-5386-1562-1
Session A11: Security and Privacy
- Stephen Smart, Christan Grant
:
Towards Managing Complex Data Sharing Policies with the Min Mask Sketch. 1-8 - Stuart H. Rubin, William K. Grefe, Thouraya Bouabana-Tebibel, Shu-Ching Chen, Mei-Ling Shyu, Kenneth S. Simonsen:
Cyber-Secure UAV Communications Using Heuristically Inferred Stochastic Grammars and Hard Real-Time Adaptive Waveform Synthesis and Evolution. 9-15 - Asma Alshehri, Ravi S. Sandhu:
Access Control Models for Virtual Object Communication in Cloud-Enabled IoT. 16-25 - Ramkumar Paranthaman, Bhavani Thuraisingham:
Malware Collection and Analysis. 26-31
Session A12: Modeling and Mining
- Xiaofeng Zhu, Diego Klabjan, Patrick N. Bless:
Unsupervised Terminological Ontology Learning Based on Hierarchical Topic Modeling. 32-41 - Joseph D. Prusa, Ryan Sagul, Taghi M. Khoshgoftaar, Michael Sterling:
Extracting Knowledge from Technical Reports for the Valuation of West Texas Intermediate Crude Oil Futures. 42-48 - Jan Königsberger, Bernhard Mitschang:
Business Objects plus (BO+): An Approach to Enhance Service Reuse and Integration in Cross-Domain SOA Compounds. 49-58 - Francisco Osuna, Monika Akbar, Ann Q. Gates:
On Using Disparate Scholarly Data to Identify Potential Members for Interdisciplinary Research Groups. 59-68
IICPS 2017: International Workshop on Information Integration in Cyber Physical Systems
- Takaya Kawakatsu
Traffic Surveillance System for Bridge Vibration Analysis. 69-74 - George C. Polyzos
Blockchain-Assisted Information Distribution for the Internet of Things. 75-78 - Daniela D'Auria, Fabio Persia:
A Collaborative Robotic Cyber Physical System for Surgery Applications. 79-83 - Alexia Schulz, Michael C. Kotson, Chad R. Meiners, Timothy Meunier, David OGwynn, Pierre Trepagnier, David Weller-Fahy:
Active Dependency Mapping: A Data-Driven Approach to Mapping Dependencies in Distributed Systems. 84-91
Session A2: Decision Support
- Faezeh Eshragh, Mozhdeh Shahbazi
Automated Dynamic Negotiation over Environmental Issues. 92-99 - Maryam Bahojb Imani, Mehrdad Heydarzadeh, Latifur Khan
A Scalable Spark-Based Fault Diagnosis Platform for Gearbox Fault Diagnosis in Wind Farms. 100-107 - Elisa Bertino, Murat Kantarcioglu:
A Cyber-Provenance Infrastructure for Sensor-Based Data-Intensive Applications. 108-114 - Abdelniser Mooman, Stephen Powers:
A Novel Approach to Neural Network Based Intelligent Systems for Emotion Recognition in Audio Signals. 115-120
Session APP1: Applications: Detection
- Kazuhiro Seki, Masahiko Shibamoto:
Constructing Financial Sentiment Lexicons by Integrating Textual and Time-Series Data. 121-126 - Mira Abboud, Hala Naja, Mohamad Dbouk, Mourad Chabane Oussalah:
Towards Using KDD for an Interactive Software Architecture Extraction. 127-136 - Hossein Shirazi, Kyle Haefner, Indrakshi Ray:
Fresh-Phish: A Framework for Auto-Detection of Phishing Websites. 137-143 - Khaled Almgren, Minkyu Kim, Jeongkyu Lee:
Mining Social Media Data Using Topological Data Analysis. 144-153 - Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Chad Calvert, Clifford Kemp:
User Behavior Anomaly Detection for Application Layer DDoS Attacks. 154-161 - Fabiana Soares Santana, Cesar Alberto Bravo Pariente, Antonio Mauro Saraiva
Species Distribution Modeling with Scalability: The Case Study of P-GARP, a Parallel Genetic Algorithm for Rule-Set Production. 162-170
DIM 2017: International Workshop on Data Integration and Mining
- Zhibo Wang, Long Ma, Yanqing Zhang:
A Hybrid Machine Learning Method for Finding Depression Related Publications by Eliminating Outlier Publications. 171-176 - Duncan Macmichael, Dong Si:
Addressing Forest Management Challenges by Refining Tree Cover Type Classification with Machine Learning Models. 177-183 - Marco Aurélio Borges
An Architecture for the Internet of Things and the Use of Big Data Techniques in the Analysis of Carbon Monoxide. 184-191 - Manal Zettam
A Software Solution for Preventing Alzheimer's Disease Based on MapReduce Framework. 192-197
Session B11: Diagnosis and Prediction
- Haiman Tian, Shu-Ching Chen, Stuart H. Rubin, William K. Grefe:
FA-MCADF: Feature Affinity Based Multiple Correspondence Analysis and Decision Fusion Framework for Disaster Information Management. 198-206 - Norases Vesdapunt, Hector Garcia-Molina:
Link Prediction and Hybrid Strategies for Updating a Social Graph Snapshot via a Limited API. 207-216 - Zibo Meng, Xiaochuan Fan, Xin Chen, Min Chen, Yan Tong:
Detecting Small Signs from Large Images. 217-224 - Boxiang Dong, Wendy Hui Wang:
EARRING: Efficient Authentication of Outsourced Record Matching. 225-234
Session B12: Knowledge Representation and Management
- Eric Golinko, Xingquan Zhu
GFEL: Generalized Feature Embedding Learning Using Weighted Instance Matching. 235-244 - Long Cheng, Yani Guan, Kecheng Zhu, Yiyang Li, Ruokun Xu:
Accelerated Sparse Representation for Human Activity Recognition. 245-252 - Tyler Morrow, Ali R. Hurson
A Multi-stage Approach to Personalized Course Selection and Scheduling. 253-262 - Kieutran Theresa Pham, Chelsea Cantone, Seung-Yun Kim:
Colored Petri Net Representation of Logical and Decisive Passing Algorithm for Humanoid Soccer Robots. 263-269
FMi 2017: International Workshop on Formal Methods Integration I
- Oussama Jebbar, Ferhat Khendek, Maria Toeroe:
Upgrade of Highly Available Systems: Formal Methods at the Rescue. 270-274 - Rafael Pereira de Araujo, Alexandre Cabral Mota, Sidney de Carvalho Nogueira:
Probabilistic Analysis Applied to Cleaning Robots. 275-282 - Musab A. AlTurki:
A Symbolic Rewriting Semantics of the COMPASS Modeling Language. 283-290 - Jon G. Hall, Lucia Rapanotti, Georgi A. Markov:
A Phenomenal Basis for Hybrid Modelling. 291-297
Session APP2: Applications: Social Media and Users
- Sampath Jayarathna, Frank Shipman:
Analysis and Modeling of Unified User Interest. 298-307 - Fabiana Santana:
Analysis of Performance Variability in Public Cloud Computing. 308-314 - Thiago Gottardi, Rosana Teresinha Vaccare Braga
Model-Oriented Web Service Implementations Compared to Traditional Web Services. 315-324
Session APP3: Applications: AI and Machine Learning
- Sang-Soo Park
Modified Convolution Neural Network for Highly Effective Parallel Processing. 325-331 - Madhav Sharan, Nithin Krishna Ottilingam, Chris A. Mattmann, Karanjeet Singh, Maribel Marin, Amy Latzer, Colin Foon, Umesh Handore:
An Automated Approach for Information and Referral of Social Services Using Machine Learning. 332-337 - Karl R. Weiss, Taghi M. Khoshgoftaar:
Analysis of Transfer Learning Performance Measures. 338-345
Session B2: Learning
- Kent Gauen, Ryan Dailey, John Laiman, Yuxiang Zi, Nirmal Asokan, Yung-Hsiang Lu, George K. Thiruvathukal, Mei-Ling Shyu, Shu-Ching Chen:
Comparison of Visual Datasets for Machine Learning. 346-355 - Saad Sadiq, Yilin Yan, Asia Taylor, Mei-Ling Shyu, Shu-Ching Chen, Daniel Feaster:
AAFA: Associative Affinity Factor Analysis for Bot Detection and Stance Classification in Twitter. 356-365 - Sara Landset, Michael F. Bergeron, Taghi M. Khoshgoftaar:
Using Weather and Playing Surface to Predict the Occurrence of Injury in Major League Soccer Games: A Case Study. 366-371 - Stanislaw Jarzabek, Daniel Dan:
Documentation Reuse: Managing Similar Documents. 372-375
EM-RITE 2017: 6th International Workshop on Empirical Methods for Recognizing Inference in TExt
- Kuo-Chung Chu
Visualization Analysis of Medical Resource Utilization for Long-Term Care Services. 376-381 - Min-Yuh Day
Deep Learning for Sentiment Analysis on Google Play Consumer Review. 382-388 - Chichang Jou, Yucheng Cheng:
Heuristics-Based Schema Extraction for Deep Web Query Interfaces. 389-396 - Yi-Hsiang Hsieh, Shih-Hung Wu
Constructing Hierarchical Product Categories for E-Commerce by Word Embedding and Clustering. 397-402
FMi 2017: International Workshop on Formal Methods Integration II
- Francesco Leofante
On the Synthesis of Guaranteed-Quality Plans for Robot Fleets in Logistics Scenarios via Optimization Modulo Theories. 403-410 - José Ignacio Requeno
Performance Analysis of Apache Storm Applications Using Stochastic Petri Nets. 411-418 - Said Meghzili, Allaoua Chaoui
On the Verification of UML State Machine Diagrams to Colored Petri Nets Transformation Using Isabelle/HOL. 419-426
Industry/Gov Session & Workshop
- George Mathew:
The Challenges and Solutions for Building an Integrated Video Analytics Platform. 427-435 - Sidahmed Benabderrahmane
Predicting the Users' Clickstreams Using Time Series Representation, Symbolic Sequences, and Deep Learning: Application on Job Offers Recommendation Tasks. 436-443 - Hui Liu, Xingquan Zhu
ULTR-CTR: Fast Page Grouping Using URL Truncation for Real-Time Click Through Rate Estimation. 444-451
Session C1: Social Media and Users
- Roberto Camacho Barranco
Enhancing Yelp Data with Deep Learning and Information Reuse. 452-461 - George D. Montañez:
Estimating the Prevalence of Religious Content in Intelligent Design Social Media. 462-470 - Ligaj Pradhan, Chengcui Zhang, Steven Bethard
Infusing Latent User-Concerns from User Reviews into Collaborative Filtering. 471-477
SMA2 2017: First International Workshop on Social Media Networks Analytics and Applications I
- Steve Shim, Mohammad Pourhomayoun:
Predicting Movie Market Revenue Using Social Media Data. 478-484 - Claudia Diamantini, Laura Genga
Discovering Mobility Patterns of Instagram Users through Process Mining Techniques. 485-492 - Enrico Giacinto Caldarola, Antonio M. Rinaldi
Modelling Multimedia Social Networks Using Semantically Labelled Graphs. 493-500 - Flora Amato
Influence Analysis in Online Social Networks Using Hypergraphs. 501-508
Session APP4: Applications: Information Reuse
- Joey Hong, Chris A. Mattmann, Paul M. Ramirez:
Ensemble Maximum Entropy Classification and Linear Regression for Author Age Prediction. 509-516 - Joshua D. Eisenberg, Deya Banisakher, Maria E. Presa Reyes, Kalli Unthank, Mark A. Finlayson, René Price
Toward Semantic Search for the Biogeochemical Literature. 517-525 - Hycham Aboutaleb, Bruno Monsuez:
Entropy in Design Phase: A Higraph-Based Model Approach. 526-534
Session APP5: Applications: Data Analytics
- Sara Aghakhani, Reda Alhajj, Jon G. Rokne, Philip Chang:
An Effective LmRMR for Financial Variable Selection and its Applications. 535-543 - Chakaveh Saedi, João António Rodrigues, João Silva
Learning Profiles in Duplicate Question Detection. 544-550 - Aaron N. Richter, Taghi M. Khoshgoftaar:
Modernizing Analytics for Melanoma with a Large-Scale Research Dataset. 551-558
Session C2: Classification and Processing
- Richard A. Bauder, Taghi M. Khoshgoftaar:
Estimating Outlier Score Probabilities. 559-568 - Chuancong Gao, Jian Pei
Schemaless Join for Result Set Preferences. 569-578 - Matthew Herland, Richard A. Bauder, Taghi M. Khoshgoftaar:
Medical Provider Specialty Predictions for the Detection of Anomalous Medicare Insurance Claims. 579-588 - Thouraya Bouabana-Tebibel, Stuart H. Rubin, Miled B. Bentaiba, Abdelghani Allaoua, Ahcene Boumhand
Knowledge Amplification through Randomization for Scheduling Systems. 589-598
SMA2 2017: First International Workshop on Social Media Networks Analytics and Applications II
- Nunziato Cassavia, Elio Masciari
Effective Information Spreading in Social Networks. 599-606 - Simonetta Primario
Measuring Polarization in Twitter Enabled in Online Political Conversation: The Case of 2016 US Presidential Election. 607-613 - Fabio Persia, Daniela D'Auria:
A Survey of Online Social Networks: Challenges and Opportunities. 614-620
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