Abstract is missing.
- A Multi-dimensional Comparison of Toolkits for Machine Learning with Big DataAaron N. Richter, Taghi M. Khoshgoftaar, Sara Landset, Tawfiq Hasanin. 1-8 [doi]
- SDPA: Sensor Data Processing Architecture for Modeling Semantic Data from Sensor SteamsSeungmin Seo, Sejin Chun, Byungkook Oh, Kyong-Ho Lee. 9-16 [doi]
- Choosing an Appropriate Ensemble Classifier for Balanced Bioinformatics DataAlireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano. 17-24 [doi]
- Real-Time Stream Data Analytics for Multi-purpose Social Media ApplicationsSatyen Abrol, Gunasekar Rajasekar, Latifur Khan, Vaibhav Khadilkar, Siddarth Nagarajan, Nathan McDaniel, Gautam Ganesh, Bhavani Thuraisingham. 25-30 [doi]
- What Happens to My Online Social Estate When I Am Gone? An Integrated Approach to Posthumous Online Data ManagementLeila Bahri, Barbara Carminati, Elena Ferrari. 31-38 [doi]
- Social Media Data Aggregation and Mining for Internet-Scale Customer Relationship ManagementStephen Wan, Cécile Paris, Dimitrios Georgakopoulos. 39-48 [doi]
- Smart Maps through Semantic Web, Social Media, and Sentiment AnalysisJose Andres Bolanos Perera, Du Zhang, Meiliu Lu. 49-56 [doi]
- Integration of Heterogeneous Web Services for Event-Based Social NetworksYinuo Zhang, Hao Wu, Anand V. Panangadan, Viktor K. Prasanna. 57-63 [doi]
- Negative-Based Sampling for Multimedia RetrievalHsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu. 64-71 [doi]
- Perceptually Lossless Image Coding Based on Foveated JNDYiming Li, Hongyi Liu, Zhenzhong Chen. 72-75 [doi]
- Visual and Textual Feature Fusion for Automatic Customs Tariff ClassificationBilgehan Turhan, Gözde B. Akar, Çigdem Turhan, Cihan Yukse. 76-81 [doi]
- Ensemble Learning from Imbalanced Data Set for Video Event DetectionYimin Yang, Shu-Ching Chen. 82-89 [doi]
- The Urban Data Re-use and Integration Platform for Australia: Design, Realisation, and Case StudiesRichard O. Sinnott, Christopher Bayliss, Andrew J. Bromage, Gerson Galang, Y. Gong, Phillip Greenwood, Glenn T. Jayaputera, D. Marques, Luca Morandini, Marcos Nino-Ruiz, Ghazal Nogoorani, H. Pursultani, Rosana Rabanal, Muhammed Sarwar, William Voorsluys, Ivo Widjaja. 90-97 [doi]
- Context and Encapsulation Modeling for Knowledge ReuseThouraya Bouabana-Tebibel, Stuart Harvey Rubin, Asmaa Chebba. 98-105 [doi]
- Discovering Reusable Hardware Using Birthmarking TechniquesKevin Zeng, Peter M. Athanas. 106-113 [doi]
- Integrating Open Source Software Repositories on the Web through Linked DataAftab Iqbal, Stefan Decker. 114-121 [doi]
- Multi-layer Sparse Coding Based Ship Detection for Remote Sensing ImagesZimeng Li, Daiqin Yang, Zhenzhong Chen. 122-125 [doi]
- Complex Sensor Mashups for Linking Sensors and Formula-Based Knowledge BasesWonwoo Ro, Giyong Park, Sejin Chun, Kyong-Ho Lee. 126-133 [doi]
- Cooperative Multi-sensor Multi-vehicle Localization in Vehicular Adhoc NetworksSepideh Afkhami Goli, Behrouz H. Far, Abraham O. Fapojuwo. 142-149 [doi]
- DCCSOA: A Dynamic Cloud Computing Service-Oriented ArchitectureMehdi Bahrami. Mukesh Singhal. 158-165 [doi]
- PNA: Partial Network Alignment with Generic Stable MatchingJiawei Zhang, Weixiang Shao, Senzhang Wang, Xiangnan Kong, Philip S. Yu. 166-173 [doi]
- Gender Prediction in Random Chat Networks Using Topological Network Structures and Masked ContentMichael Crawford, Xingquan Zhu. 174-181 [doi]
- Uncertainty Nonlinear Systems Modeling with Fuzzy EquationsRaheleh Jafari, Wen Yu. 182-188 [doi]
- Sentiment Analysis of Social Network ContentShambhavi Dinakar, Pankaj Andhale, Manjeet Rege. 189-192 [doi]
- XQuery Data Mining Tool for Campus SecurityRohit Surve, Meiliu Lu, Jun Dai. 193-196 [doi]
- Using Random Undersampling to Alleviate Class Imbalance on Tweet Sentiment DataJoseph D. Prusa, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano. 197-202 [doi]
- Topic Discovery and Future Trend Prediction Using Association Analysis and Ensemble ForecastingJose Hurtado, Shihong Huang, Xingquan Zhu. 203-206 [doi]
- Enabling Linguistic Analysis of Scientific Metadata through Internationalizing NASA JPL's PODAACLewis J. McGibbney, Kim D. Whitehall, Chris A. Mattmann, Phillip M. Carter. 207-210 [doi]
- Accessibility Stable Analysis Pattern (Stable Pattern for Model Based Software Reuse)M. E. Fayad, Siddharth Jindal. 211-214 [doi]
- Extending Spark Analytics through Tika-Based Information Extraction and RetrievalRishi Verma, Chris Mattmann. 215-218 [doi]
- A Survey of 2D Face DatabasesGabriel Castaneda, Taghi M. Khoshgoftaar. 219-224 [doi]
- An Ant Colony Optimization Heuristic to Optimize Prediction of Stability of Object-Oriented ComponentsHaidar M. Harmanani, Danielle Azar, Grace Zgheib, David Kozhaya. 225-228 [doi]
- Building an Effective Classification Model for Breast Cancer Patient Response DataBrian Heredia, Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman. 229-235 [doi]
- A Local SVD Framework for Stable Feature Selection for ClusteringSalem Alelyani, Huan Liu. 236-243 [doi]
- Simplex Projection for Land Cover Information Mining from Landsat-5 TM DataUttam Kumar, Cristina Milesi, Sangram Ganguly, S. Kumar Raja, Ramakrishna R. Nemani. 244-251 [doi]
- Using Ensemble Learners to Improve Classifier Performance on Tweet Sentiment DataJoseph Prusa, Taghi M. Khoshgoftaar, David J. Dittman. 252-257 [doi]
- Gaussian Mixture Model-Based Subspace Modeling for Semantic Concept RetrievalChao Chen, Mei-Ling Shyu, Shu-Ching Chen. 258-265 [doi]
- On Extracting Arguments in Favor of One Given ConclusionÉric Grégoire. 266-272 [doi]
- How Can We Explore Patterns of Customer Segments' Structural Changes? A Sequential Rule Mining ApproachElham Akhond Zadeh Noughabi, Amir Albadvi, Behrouz Homayoun Far. 273-280 [doi]
- City Recorder: Virtual City Tour Using Geo-referenced VideosGuangqiang Zhao, Mingjin Zhang, Tao Li, Shu-Ching Chen, Naphtali Rishe. 281-286 [doi]
- Formal Methods for Modelling and Analysis of Single-Event UpsetsRené Rydhof Hansen, Kim Guldstrand Larsen, Mads Chr. Olesen, Erik Ramsgaard Wognsen. 287-294 [doi]
- A Lattice-Based Representation of Temporal FailuresAndré Luis Ribeiro Didier, Alexandre Mota. 295-302 [doi]
- Specifying Avionic Embedded Systems by Denotations of the Time-Triggered Constraint-Based CalculusSardaouna Hamadou, John Mullins, Christophe Chareton, Abdelouahed Gherbi. 303-310 [doi]
- RenewGrass - A Tool for Building Scientific Workflows: Application to the Remote Sensing DomainSofiane Bendoukha, Hayat Bendoukha, Daniel Moldt. 311-317 [doi]
- Capturing and Verifying Dynamic Program Behaviour Using UML Communication Diagrams and Pi-CalculusAissam Belghiat, Allaoua Chaoui, Mokhtar Beldjehem. 318-325 [doi]
- On Finding Explicit Rules for Personalized Forecasting of Obstructive Sleep Apnea EpisodesIvanoe De Falco, Giuseppe De Pietro, Giovanna Sannino. 326-333 [doi]
- Mastering Situation Awareness in Healtcare Database SystemsAndreas Behrend, Philip Schmiegelt, Dieter Gawlick, Zhen Hua Liu, Ronny Fehling. 334-341 [doi]
- Alterations to the Bootstrapping Process within Random Forest: A Case Study on Imbalanced Bioinformatics DataTaghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman, Amri Napolitano. 342-348 [doi]
- A Multi-topic Meta-classification Scheme for Analyzing Lobbying Disclosure DataXinpeng L. Liao, Chengcui Zhang, Ariel D. Smith, Grant T. Savage. 349-356 [doi]
- Classifying Galaxy Images through Support Vector MachinesKathy Applebaum, Du Zhang. 357-363 [doi]
- Fast Text Classification Using Randomized Explicit Semantic AnalysisAibek Musaev, De Wang, Saajan Shridhar, Calton Pu. 364-371 [doi]
- Observing the Effect of the Choice of Classifier on Bioinformatics Data with Varying Levels of Data Quality and Class BalanceAlireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Ahmad Abu Shanab. 372-379 [doi]
- Test Reactive Systems with Buchi Automata: Acceptance Condition Coverage Criteria and Performance EvaluationBolong Zeng, Li Tan. 380-387 [doi]
- Modeling Reusable and Interoperable Faceted Browsing Systems with Category TheoryDaniel R. Harris. 388-395 [doi]
- On the Need of Integrating Social Media Channels and Open Source Software RepositoriesAftab Iqbal, Stefan Decker. 396-402 [doi]
- BEAN: A BEhavior ANalysis Approach of URL Spam Filtering in TwitterDe Wang, Calton Pu. 403-410 [doi]
- On Heuristic Randomization and Reuse as an Enabler of Domain TransferenceStuart H. Rubin, Thouraya Bouabana-Tebibel, Yasmin Hoadjli, Kadaouia Habib, Boussaad Yacine Belamiri. 411-418 [doi]
- Hierarchical Secure Information and Resource Sharing in OpenStack Community CloudYun Zhang, Farhan Patwa, Ravi Sandhu, Bo Tang. 419-426 [doi]
- Privacy-Preserving Protocols for Shortest Path Discovery over Outsourced Encrypted Graph DataBharath K. Samanthula, Fang-Yu Rao, Elisa Bertino, Xun Yi. 427-434 [doi]
- DBLPminer: A Tool for Exploring Bibliographic DataTony Le, Du Zhang. 435-442 [doi]
- Datom: Towards Modular Data ManagementVerena Kantere. 443-450 [doi]
- Design and Implementation of a Semantic Web-Based Inference Controller: A SummaryBhavani Thuraisingham, Tyrone Cadenhead, Murat Kantarcioglu, Vaibhav Khadilkar. 451-456 [doi]
- The Effect of Data Sampling When Using Random Forest on Imbalanced Bioinformatics DataDavid J. Dittman, Taghi M. Khoshgoftaar, Amri Napolitano. 457-463 [doi]
- Soft-Hard Clustering for Multiview DataGaurav Tyagi, Nilesh Patel, Ishwar Sethi. 464-469 [doi]
- Trajectory Segmentation Using Oblique EnvelopesSudheer Chelluboina, Michael Hahsler. 470-475 [doi]
- Efficacy of Season Prediction for Geo-locations Using Geo-tagged ImagesShesha Sreenivasamurthy, Shayna Frank. 476-484 [doi]
- Improving Pharmacological Research of HIV-1 Integrase Inhibition Using Differential Evolution - Binary Particle Swarm Optimization and Nonlinear Adaptive Boosting Random Forest RegressionRichard Adrian Galvan, Ahmad Reza Hadaegh, Matinehalsadat Kashani Moghaddam. 485-490 [doi]
- A Low-Cost Haptic System for Wrist RehabilitationDaniela D'Auria, Fabio Persia, Bruno Siciliano. 491-495 [doi]
- Web-Based Smart Grid Network Analytics FrameworkStan Pietrowicz, Ben Falchuk, Aleksandar Kolarov, Aditya Naidu. 496-501 [doi]
- Cyberdefense When Attackers Mimic Legitimate Users: A Bayesian ApproachAtin Basuchoudhary, Mohamed Eltoweissy, Mohamed Azab, Laura Razzolini, Shimaa Mohamed. 502-509 [doi]
- Toward a Moving Target Defense for Web ApplicationsMarthony Taguinod, Adam Doupé, Ziming Zhao, Gail-Joon Ahn. 510-517 [doi]
- Implementing and Managing Policy Rules in Attribute Based Access ControlVincent C. Hu, David F. Ferraiolo, D. Richard Kuhn, Raghu N. Kacker, Yu Lei. 518-525 [doi]
- Towards the Cultural Knowledge OntologyOthusitse S. D. Phefo, Naledi Kefitiley, Hlomani Hlomani. 526-533 [doi]
- Computational Cost of Querying for Related Entities in Different OntologiesChung-Ming Cheung, Yinuo Zhang, Anand Panangadan, Viktor K. Prasanna. 534-541 [doi]
- Enhancing Efficiency of Web Search Engines through Ontology Learning from Unstructured Information SourcesEslam Amer. 542-549 [doi]
- Ranking Online Customer Reviews with the SVR ModelHsien-You Hsieh, Shih-Hung Wu. 550-555 [doi]
- Finding the Key Users in Facebook Fan Pages via a Clustering ApproachKuan-Cheng Lin, Shih-Hung Wu, Liang-Pu Chen, Ping-Che Yang. 556-561 [doi]
- Machine Learning for Imbalanced Datasets of Recognizing Inference in Text with Linguistic PhenomenaMin-Yuh Day, Cheng-Chia Tsai. 562-568 [doi]
- Neural Network-Based Vector Representation of Documents for Reader-Emotion CategorizationYu-Lun Hsieh, Shih-Hung Liu, Yung-Chun Chang, Wen-Lian Hsu. 569-573 [doi]
- Unconstrained Linear Spectral Mixture Models for Spatial Information Extraction: A Comparative StudyUttam Kumar, Cristina Milesi, S. Kumar Raja, Sangram Ganguly, Ramakrishna R. Nemani. 574-581 [doi]
- Link Analysis of Wikipedia Documents Using MapReduceVasa Hardik, Vasudevan Anirudh, Palanisamy Balaji. 582-588 [doi]
- Cyber Physical System Integration and Configuration Guided by Satisfiability Modulo TheoriesKishore Pochiraju, Sanjai Narain. 589-592 [doi]
- Big Data Computing for Digital Forensics on Industrial Control SystemsJulian L. Rrushi, Philip A. Nelson. 593-608 [doi]
- State Estimation of a Distribution System Using WLS and EKF TechniquesFaridoon Shabani, Masoumeh Seyedyazdi, Mohammad Vaziri, Mahyar Zarghami, Suresh Vadhva. 609-613 [doi]