Table of Contents

• A Deep Learning-based Traffic Event Detection From Social MediaJahnavi Jonnalagadda, Mahdi Hashemi 0001. 1-8 [doi]
• CCFD-Net: A novel deep learning model for credit card fraud detectionXiao Liu, Kuan Yan, Levent Burak Kara, Zhenguo Nie. 9-16 [doi]
• Evaluating Deep Neural Nets and Optimized Hyperparameters Random Forest for Decision Support SystemsSamuel A. Ajila, Nidheesh Vijay. 17-24 [doi]
• Optimizing Deep Neural Network Architectures: an overviewLydia Bouzar-Benlabiod, Stuart H. Rubin, Amel Benaida. 25-32 [doi]
• Detecting Anomalous User Behavior in Remote Patient MonitoringDeepti Gupta, Maanak Gupta, Smriti Bhatt, Ali Saman Tosun. 33-40 [doi]
• Statistical Modeling Using Bounded Asymmetric Gaussian Mixtures: Application to Human Action and Gender RecognitionZixiang Xian, Muhammad Azam 0002, Nizar Bouguila. 41-48 [doi]
• Agentless Insurance Model Based on Modern Artificial IntelligenceKrishanu Prabha Sinha, Mehdi Sookhak, Shaoen Wu. 49-56 [doi]
• Community-Connect: COVID-19 Small Business Marketplace with Automated Regulation Matching and Company Lead RetrievalErik Coltey, Shahin Vassigh, Shu-Ching Chen. 57-60 [doi]
• A Hierarchical Nonparametric Bayesian Model Based on Scaled Dirichlet DistributionNarges Manouchehri, Ali Baghdadi, Nizar Bouguila. 61-68 [doi]
• Reliability-Aware Scheduling for Periodic Tasks Requiring (m, k)-firm Real-Time Data ProcessingLinwei Niu. 69-74 [doi]
• Reliability of Convolutional Neural Networks: Failure Metrics with Metamorphic Test CasesHemanth Gudaparthi, Nan Niu, Boyang Wang, Juha Savolainen. 75-82 [doi]
• A Nonparametric Bayesian Framework for Multivariate Beta Mixture ModelsMahsa Amirkhani, Narges Manouchehri, Nizar Bouguila. 83-90 [doi]
• Emotion Interaction in CitiesYusra Ghafoor, Fernando H. Calderon, Late Sheng-Wei Chen, Yi-Shin Chen. 91-98 [doi]
• Metamorphic Testing for Convolutional Neural Networks: Relations over Image ClassificationPrudhviraj Naidu, Hemanth Gudaparthi, Nan Niu. 99-106 [doi]
• Replication based Crowd Sensing for Optimal Service Response in 5G Communications using Information-Centric Wireless Sensor NetworksGunasekaran Manogaran, Amani Alshaikh, Reham Alsabet, Danda B. Rawat. 107-114 [doi]
• Identifying the Severity of Road Accident Impact on Traffic Flow by Ensemble ModelZinat Ara, Mahdi Hashemi 0001. 115-122 [doi]
• Automated Support to Capture Environment Assertions for Requirements-Based TestingTanmay Bhowmik, Austin Reid Thompson, Anh Quoc Do, Nan Niu. 123-130 [doi]
• Towards integrated Data Analysis Quality: Criteria for the application of Industrial Data ScienceNikolai West, Jonas Gries, Carina Brockmeier, Jens Christian Göbel, Jochen Deuse. 131-138 [doi]
• Foraging-Theoretic Tool Composition: An Empirical Study on Vulnerability DiscoveryMona Assarandarban, Tanmay Bhowmik, Anh Quoc Do, Surendra Raju Chekuri, Wentao Wang 0003, Nan Niu. 139-146 [doi]
• Unsupervised Skill Identification from Job AdsImane Khaouja, Ghita Mezzour, Ismail Kassou. 147-151 [doi]
• ScanCloud: Holistic GPR Data Analysis for Adaptive Subsurface Object DetectionMaxwell M. Omwenga, Dalei Wu, Yu Liang, Dryver Huston, Tian Xia 0005. 152-159 [doi]
• Predicting Vulnerability for RequirementsSayem Mohammad Imtiaz, Md Rayhan Amin, Anh Quoc Do, Stefano Iannucci, Tanmay Bhowmik. 160-167 [doi]
• PRNU-based Source Camera Identification for Multimedia ForensicsEitan Flor, Ramazan Aygun, Suat Mercan, Kemal Akkaya. 168-175 [doi]
• Detecting Slow Application-Layer DoS Attacks With PCAClifford Kemp, Chad Calvert, Taghi M. Khoshgoftaar. 176-183 [doi]
• Octave Deep Compression: In-Parallel Pruning-Quantization on Different FrequenciesQisheng He, Ming Dong, Loren Schwiebert. 184-192 [doi]
• Enhancing Multimodal Clustering Framework with Deep Learning to Reveal Image Spam AuthorshipWei-bang Chen, Yongjin Lu, Zanyah Ailsworth, Xiaoliang Wang 0003, Chengcui Zhang. 193-200 [doi]
• Multi-Class Malware Classification Using Deep Residual Network with Non-SoftMax ClassifierYan Lu, Sachin Shetty. 201-207 [doi]
• Hierarchical Multimodal Fusion Network with Dynamic Multi-task LearningTianyi Wang, Shu-Ching Chen. 208-214 [doi]
• Toward Automatic Mammography Auditing via Universal Language Model Fine TuningT. B. Issa, David Uminsky, A. Shaw, R. Makipour, Ross W. Filice. 215-222 [doi]
• M-CAD: Towards Multi-Categorical Auto Diagnosis of Varied Diseases using Deep LearningKains Praveen K, Nagamma Patil, Srikanth C. S, Vikas J. 223-227 [doi]
• LiBRA: A Linguistic Bipolar Disorder Recognition ApproachYen-Hao Huang, Yi-Hsin Chen, Fernando H. Calderon, Yuwen Lai, Shu-I Wu, Yi-Shin Chen. 228-235 [doi]
• Mammograms Classification with NeuroMem® Chip for Breast Cancer DetectionAmine Hamza Yaker, Lydia Bouzar-Benlabiod, Anne Menendez, Guy Paillet. 236-239 [doi]
• A Methodology and Tool for the Predictive Analysis of Cost Growth in Construction ProjectsNegar Tajziyehchi, Mohammad Moshirpour, George Jerzeas, Farnaz Sadeghpour. 240-247 [doi]
• Using Inductive Transfer Learning to Improve Hotel Review Spam DetectionMichael Crawford, Taghi M. Khoshgoftaar. 248-254 [doi]
• Extraction of Hottest Shipping Routes: From Positioning Data to Intelligent SurveillanceRyan Wen Liu, Maohan Liang, Jiangtian Nie, Sahil Garg, Yang Zhang, Zehui Xiong. 255-262 [doi]
• Encouraging Sustainability Practices through Entity Recognition of Food Items on Social MediaEugene Lee, Brandon Chenze, Anand Panangadan. 263-266 [doi]
• Detecting Web Attacks in Severely Imbalanced Network Traffic DataRichard Zuech, John T. Hancock, Taghi M. Khoshgoftaar. 267-273 [doi]
• HiddenText: Cross-Trace Website Fingerprinting over Encrypted TrafficJimmy Dani, Boyang Wang. 274-281 [doi]
• Jointly smoothing word embedding and text representationFatma Najar, Nizar Bouguila. 282-289 [doi]
• A Two-Phase Approach for the Prediction of United States Power Plant Water ConsumptionEmily J. Yang, Ying Jin 0001. 290-293 [doi]
• Generalized Structure for Adaptable Immersive Learning EnvironmentsErik Coltey, Yudong Tao, Tianyi Wang, Shahin Vassigh, Shu-Ching Chen, Mei-Ling Shyu. 294-301 [doi]
• CLAMP: Cross-Level Attention for Multi-Party Conversational Emotion RecognitionFernando H. Calderon Alvarado, Mau-Yun Ma, Yen-Hao Huang, Yi-Shin Chen. 302-309 [doi]
• Towards an Architecture to Support Data Access in Research Data SpacesJulius Möller, Dennis Jankowski, Axel Hahn. 310-317 [doi]
• ChartReader: Automatic Parsing of Bar-PlotsChinmayee Rane, Seshasayee Mahadevan Subramanya, Devi Sandeep Endluri, Jian Wu 0006, C. Lee Giles. 318-325 [doi]
• Detection of Alzheimer's Disease Using Graph-Regularized Convolutional Neural Network Based on Structural Similarity Learning of Brain Magnetic Resonance ImagesKuo Yang, Emad A. Mohammed, Behrouz H. Far. 326-333 [doi]
• Important Features Identification for Prostate Cancer Patients Stratification Using Isolation Forest and Interactive Clustering MethodEmad A. Mohammed, Esmaeil Shakeri, Zahra Shakeri Hossein Abad, Trafford Crump, Behrouz H. Far. 334-341 [doi]
• Towards Model-informed Precision Dosing with Expert-in-the-loop Machine LearningYihuang Kang, Yi-Wen Chiu, Ming-Yen Lin, Fang-Yi Su, Sheng-Tai Huang. 342-347 [doi]
• Impact of Hyperparameter Tuning in Classifying Highly Imbalanced Big DataJohn T. Hancock, Taghi M. Khoshgoftaar. 348-354 [doi]
• Encoding Techniques for High-Cardinality Features and Ensemble LearnersJustin M. Johnson, Taghi M. Khoshgoftaar. 355-361 [doi]
• Multimodal Data Integration for Interactive and Realistic Avatar Simulation in Augmented RealityAnchen Sun, Yudong Tao, Mei-Ling Shyu, Shu-Ching Chen, Angela Blizzard, William Andrew Rothenberg, Dainelys Garcia, Jason F. Jent. 362-369 [doi]
• Effectiveness feature for micro-expression recognitionTrang Thanh Quynh Le, Manjeet Rege. 370-375 [doi]
• APD: An Autoencoder-based Prediction Model for Depression DiagnosisHyeseong Park, Myung Won Raymond Jung, Uran Oh. 376-379 [doi]
• Writaupair: Assistive Platform for Children with Writing DifficultiesPreethu Rose Anish, Vivek Joshi, Pratik Sonar, Smita Ghaisas. 380-384 [doi]
• Prediction model of social network suicide ideation by small sampleShou-Chun Yen, Kuo-Chung Chu, Po-Yao Tsai. 385-389 [doi]
• Understanding Consumers' Post-purchase Behavior by Cognitive Dissonance and Emotions in the Online Impulse Buying ContextWen-Kuo Chen, Cheng-Kun Chen, Andri Dayarana K. Silalahi. 390-394 [doi]
• AI Customer Service System with Pre-trained Language and Response Ranking Models for University AdmissionsMin-Yuh Day, Sheng-Ru Shaw. 395-401 [doi]
• Emerging Trends Demand Forecast using Dynamic Time WarpingAnkita Malarya, Karthik Ragunathan, Mani Bharath Kamaraj, Vignesh Vijayarajan. 402-407 [doi]
• The Performance of PredNet Using Predictive Coding in the Visual Cortex: An Empirical AnalysisSai Ranganath Mikkilineni, Michael W. Totaro. 408-415 [doi]
• Wi-Fi Based Accurate Indoor Localization System using SVM and LSTM AlgorithmsHaidar Abdulrahman Abbas, Najmadin Wahid Boskany, Kayhan Zrar Ghafoor, Danda B. Rawat. 416-422 [doi]
• Stability Analysis of NAO Humanoid Robot Using a Fuzzy Petri net ModelMadison Bland, Shane Chiovarou, Seung-yun Kim. 423-430 [doi]
• Quality Evaluation of the General Domain Chinese Dialogue Generation Models with a BLEURT-based ModelShih-Hung Wu, Chun-Yu Yeh. 431-436 [doi]
• BECMER: A Fusion Model Using BERT and CNN for Music Emotion RecognitionBo-Hsun Sung, Shih-Chieh Wei. 437-444 [doi]
• TOCAB: A Dataset for Chinese Abusive Language ProcessingI Chung, Chuan-Jie Lin. 445-452 [doi]