Abstract is missing.
- Combining Data Mining Techniques for Evolutionary Analysis of Programming LanguagesRafael Jose de Alencar Almeida, Vinicius Humberto Serapilha Durelli, Igor Campos Moraes, Matheus Carvalho Viana, Elverton Carvalho Fazzion, Dárlinton Barbosa Feres Carvalho, Diego Roberto Colombo Dias, Leonardo Chaves Dutra da Rocha. 1-8 [doi]
- Evaluating Model Predictive Performance: A Medicare Fraud Detection Case StudyRichard A. Bauder, Matthew Herland, Taghi M. Khoshgoftaar. 9-14 [doi]
- How Do Firms Transact? Guesstimation and Validation of Financial Transaction Networks with SatisfiabilityChristos Tsigkanos, Alessio Arleo, Johannes Sorger, Schahram Dustdar. 15-22 [doi]
- A Stock Index Prediction Framework: Integrating Technical and Topological Mesoscale IndicatorsZi Qi, Zhan Bu, Xi Xiong, Hongliang Sun, Jie Cao, Chengcui Zhang. 23-30 [doi]
- Machine Learning for Classification of Economic RecessionsBruce Jackson, Manjeet Rege. 31-38 [doi]
- A Framework for the Analysis of Biomechanical Loading Using Human Motion TrackingJan Paul Vox, Frank Wallhoff. 39-46 [doi]
- A Trusted Bluetooth Performance Evaluation Model for Brain Computer InterfacesHassan Karim, Danda Rawat. 47-52 [doi]
- Example-Based Feature Tweaking Using Random ForestsTony Lindgren, Panagiotis Papapetrou, Isak Samsten, Lars Asker. 53-60 [doi]
- ADQuaTe: An Automated Data Quality Test Approach for Constraint Discovery and Fault DetectionHajar Homayouni, Sudipto Ghosh, Indrakshi Ray. 61-68 [doi]
- Towards Interpretable Deep Extreme Multi-Label LearningYihuang Kang, I-Ling Cheng, Wenjui Mao, Bowen Kuo, Pei-ju Lee. 69-74 [doi]
- Variational Encoder-Decoder Recurrent Neural Network (VED-RNN) for Anomaly Prediction in a Host EnvironmentLydia Bouzar-Benlabiod, Lila Méziani, Stuart H. Rubin, Kahina Belaidi, Nour El Houda Haddar. 75-82 [doi]
- A Comparison of Performance Metrics with Severely Imbalanced Network Security Big DataTawfiq Hasanin, Taghi M. Khoshgoftaar, Joffrey L. Leevy. 83-88 [doi]
- A Trust Aware Unsupervised Learning Approach for Insider Threat DetectionMaryam Aldairi, Leila Karimi, James Joshi. 89-98 [doi]
- GO-FOR: A Goal-Oriented Framework for Ontology ReuseCássio Chaves Reginato, Jordana Sarmenghi Salamon, Gabriel Nogueira, Monalessa Barcellos, Vítor Souza, Maxwell E. Monteiro. 99-106 [doi]
- A Sentiment Classification in Bengali and Machine Translated English CorpusSalim Sazzed, Sampath Jayarathna. 107-114 [doi]
- Software Quality Prediction: An Investigation Based on Machine LearningSandeep Reddivari, Jayalakshmi Raman. 115-122 [doi]
- Enhancing Software Requirements Cluster Labeling Using WikipediaSandeep Reddivari. 123-126 [doi]
- Genetic Algorithm Based Deep Learning Model Selection for Visual Data ClassificationHaiman Tian, Shu-Ching Chen, Mei-Ling Shyu. 127-134 [doi]
- Deep Learning with Maxout Activations for Visual Recognition and VerificationGabriel Castaneda, Paul Morris, Taghi M. Khoshgoftaar. 135-142 [doi]
- Texture Image Categorization in Wavelet Domain via Naive Bayes Classifier Based on Laplace and Generalized Gaussian DistributionMuhammad Azam, Nizar Bouguila. 143-150 [doi]
- Analysis of Temporal Relationships between ASD and Brain Activity through EEG and Machine LearningYasith Jayawardana, Mark Jaime, Sampath Jayarathna. 151-158 [doi]
- Scalable Action Mining for Recommendations to Reduce Hospital ReadmissionArunkumar Bagavathi, Angelina A. Tzacheva. 159-166 [doi]
- Deep Multi-Task Learning for Interpretable Glaucoma DetectionNooshin Mojab, Vahid Noroozi, Philip S. Yu, Joelle Hallak. 167-174 [doi]
- Deep Learning and Data Sampling with Imbalanced Big DataJustin M. Johnson, Taghi M. Khoshgoftaar. 175-183 [doi]
- Towards Federated Learning Approach to Determine Data Relevance in Big DataRonald Doku, Danda B. Rawat, Chunmei Liu. 184-192 [doi]
- A Power Efficient Neural Network Implementation on Heterogeneous FPGA and GPU DevicesYuexuan Tu, Saad Sadiq, Yudong Tao, Mei-Ling Shyu, Shu-Ching Chen. 193-199 [doi]
- A Framework for Airfare Price Prediction: A Machine Learning ApproachTianyi Wang, Samira Pouyanfar, Haiman Tian, Yudong Tao, Miguel Alonso, Steven Luis, Shu-Ching Chen. 200-207 [doi]
- Eye Tracking Area of Interest in the Context of Working Memory Capacity TasksGavindya Jayawardena, Anne Michalek, Sampath Jayarathna. 208-215 [doi]
- An Ensemble Machine Learning Method for Single and Clustered Cervical Cell ClassificationMohammed Kuko, Mohammad Pourhomayoun. 216-222 [doi]
- Technological Advancements in Post-Traumatic Stress Disorder Detection: A SurveyBathsheba Farrow, Sampath Jayarathna. 223-228 [doi]
- Towards a Visualization-Driven Approach to Database Benchmarking AnalysisDippy Aggarwal, Shreyas Shekhar. 229-236 [doi]
- A Middleware for Polyglot Persistence of RDF Data into NoSQL DatabasesLuiz Henrique Zambom Santana, Ronaldo dos Santos Mello. 237-244 [doi]
- On the Feasibility of Attribute-Based Access Control Policy MiningShuvra Chakraborty, Ravi Sandhu, Ram Krishnan. 245-252 [doi]
- Renovating Database Queries with Query AutoAwesomeChetna Suryavanshi, Curtis E. Dyreson, Jonathan Adams. 253-260 [doi]
- 3D Points Localization Using Defocused ImagesDongzhen Wang, Daqing Huang. 261-266 [doi]
- Data Clustering Using Online Variational Learning of Finite Scaled Dirichlet Mixture ModelsHieu Nguyen, Meeta Kalra, Muhammad Azam, Nizar Bouguila. 267-274 [doi]
- Feature-Based Understanding of Human EmotionsJonathon Moody, Dong Hyun Jeong, Soo-Yeon Ji. 275-282 [doi]
- Automated Neural Network Construction with Similarity Sensitive Evolutionary AlgorithmsHaiman Tian, Shu-Ching Chen, Mei-Ling Shyu, Stuart H. Rubin. 283-290 [doi]
- Hibiki: A Graph Visualization of Asian MusicKeith Wu, Manjeet Rege. 291-294 [doi]
- Hand Gesture Recognition with Convolution Neural NetworksFelix Zhan. 295-298 [doi]
- A Non-Cooperative Game Model for Overlapping Community Detection in Social NetworksHuan Yang, Zhan Bu, Yuyao Wang, Xi Xiong, Chengcui Zhang. 299-306 [doi]
- Context-Based Knowledge Discovery and Querying for Social Media DataJedsada Phengsuwan, Nipun Balan Thekkummal, Tejal Shah, Philip James, Dhavalkumar Thakker, Rui Sun, Divya Pullarkatt, Hemalatha Thirugnanam, Maneesha Vinodini Ramesh, Rajiv Ranjan. 307-314 [doi]
- DDM: Data-Driven Modeling of Physical Phenomenon with Application to METOCStuart H. Rubin, Lydia Bouzar-Benlabiod. 315-325 [doi]
- An Overview of Utilizing Knowledge Bases in Neural Networks for Question AnsweringSabin Kafle, Nisansa de Silva, Dejing Dou. 326-333 [doi]
- Scalable Analysis of Open Data GraphsAndrei Stoica, Michael Valdron, Ken Pu. 334-341 [doi]
- EmoWei : Emotion-Oriented Personalized Weight Management System Based on Sentiment AnalysisJihyeon Kim, Uran Oh. 342-349 [doi]
- Machine Learning Findings on Geospatial Data of Users from the TrackYourStress mHealth Crowdsensing PlatformRüdiger Pryss, Dennis John, Manfred Reichert, Burkhard Hoppenstedt, Lukas Schmid, Winfried Schlee, Myra Spiliopoulou, Johannes Schobel, Robin Kraft, Marc Schickler, Berthold Langguth, Thomas Probst. 350-355 [doi]
- Mimicking Human Behavior in Shared-Resource Computer NetworksBrian Ricks, Bhavani M. Thuraisingham, Patrick Tague. 356-363 [doi]
- A Conceptual Model for Systems-of-Information SystemsJuliana Fernandes, Francisco Ferreira, Felipe Cordeiro de Paula, Valdemar Vicente Graciano Neto, Rodrigo Pereira dos Santos. 364-371 [doi]
- A Comparative Study of System Virtualization PerformanceAnthony Tsetse, Samuel Tweneboah-Koduah, Bharat Rawal, Zhihao Zheng, Manoah Prattipati. 372-378 [doi]
- Evaluation of a Reusable Technique for Refining Social Media Query Criteria for Crowd-Sourced Sentiment for Decision MakingKimberley Hemmings-Jarrett, Julian Jarrett, M. Brian Blake. 379-388 [doi]
- Fake News Detection Using Bayesian InferenceFatma Najar, Nuha Zamzami, Nizar Bouguila. 389-394 [doi]
- Billion-Scale Matrix Compression and Multiplication with Implications in Data MiningMichael Nelson, Sridhar Radhakrishnan, Chandra N. Sekharan. 395-402 [doi]
- AI Affective Conversational Robot with Hybrid Generative-Based and Retrieval-Based Dialogue ModelsMin-Yuh Day, Chi-Sheng Hung. 403-409 [doi]
- Preliminary Study of Relationship between Health Behavior and Breast CancerKuo-Chung Chu, Min-Yang Xiao, Chuan-Hsun Chang, Cheng-Hsiang Hsiao, Yan-Chen Jiang, Po-Yao Tsai. 410-413 [doi]
- Using BERT to Process Chinese Ellipsis and Coreference in Clinic DialoguesChuan-Jie Lin, Chao-Hsiang Huang, Chia-Hao Wu. 414-418 [doi]