| 2021 | Replication based Crowd Sensing for Optimal Service Response in 5G Communications using Information-Centric Wireless Sensor Networks. | Gunasekaran Manogaran, Amani Alshaikh, Reham Alsabet, Danda B. Rawat |
| 2021 | Emerging Trends Demand Forecast using Dynamic Time Warping. | Ankita Malarya, Karthik Ragunathan, Mani Bharath Kamaraj, Vignesh Vijayarajan |
| 2021 | Multi-Class Malware Classification Using Deep Residual Network with Non-SoftMax Classifier. | Yan Lu, Sachin Shetty |
| 2021 | CCFD-Net: A novel deep learning model for credit card fraud detection. | Xiao Liu, Kuan Yan, Levent Burak Kara, Zhenguo Nie |
| 2021 | Extraction of Hottest Shipping Routes: From Positioning Data to Intelligent Surveillance. | Ryan Wen Liu, Maohan Liang, Jiangtian Nie, Sahil Garg, Yang Zhang, Zehui Xiong |
| 2021 | Effectiveness feature for micro-expression recognition. | Trang Thanh Quynh Le, Manjeet Rege |
| 2021 | Encouraging Sustainability Practices through Entity Recognition of Food Items on Social Media. | Eugene Lee, Brandon Chenze, Anand Panangadan |
| 2021 | M-CAD: Towards Multi-Categorical Auto Diagnosis of Varied Diseases using Deep Learning. | Kains Praveen K, Nagamma Patil, Srikanth C. S, Vikas J |
| 2021 | Unsupervised Skill Identification from Job Ads. | Imane Khaouja, Ghita Mezzour, Ismail Kassou |
| 2021 | Detecting Slow Application-Layer DoS Attacks With PCA. | Clifford Kemp, Chad Calvert, Taghi M. Khoshgoftaar |
| 2021 | Towards Model-informed Precision Dosing with Expert-in-the-loop Machine Learning. | Yihuang Kang, Yi-Wen Chiu, Ming-Yen Lin, Fang-Yi Su, Sheng-Tai Huang |
| 2021 | A Deep Learning-based Traffic Event Detection From Social Media. | Jahnavi Jonnalagadda, Mahdi Hashemi |
| 2021 | Encoding Techniques for High-Cardinality Features and Ensemble Learners. | Justin M. Johnson, Taghi M. Khoshgoftaar |
| 2021 | Toward Automatic Mammography Auditing via Universal Language Model Fine Tuning. | Tahir Bachar Issa, David Uminsky, A. Shaw, R. Makipour, Ross W. Filice |
| 2021 | Predicting Vulnerability for Requirements. | Sayem Mohammad Imtiaz, Md Rayhan Amin, Anh Quoc Do, Stefano Iannucci, Tanmay Bhowmik |
| 2021 | LiBRA: A Linguistic Bipolar Disorder Recognition Approach. | Yen-Hao Huang, Yi-Hsin Chen, Fernando H. Calderon, Yuwen Lai, Shu-I Wu, Yi-Shin Chen |
| 2021 | Octave Deep Compression: In-Parallel Pruning-Quantization on Different Frequencies. | Qisheng He, Ming Dong, Loren Schwiebert |
| 2021 | Impact of Hyperparameter Tuning in Classifying Highly Imbalanced Big Data. | John T. Hancock, Taghi M. Khoshgoftaar |
| 2021 | Detecting Anomalous User Behavior in Remote Patient Monitoring. | Deepti Gupta, Maanak Gupta, Smriti Bhatt, Ali Saman Tosun |
| 2021 | Reliability of Convolutional Neural Networks: Failure Metrics with Metamorphic Test Cases. | Hemanth Gudaparthi, Nan Niu, Boyang Wang, Juha Savolainen |
| 2021 | Emotion Interaction in Cities. | Yusra Ghafoor, Fernando H. Calderon, Late Sheng-Wei Chen, Yi-Shin Chen |
| 2021 | PRNU-based Source Camera Identification for Multimedia Forensics. | Eitan Flor, Ramazan Aygun, Suat Mercan, Kemal Akkaya |
| 2021 | AI Customer Service System with Pre-trained Language and Response Ranking Models for University Admissions. | Min-Yuh Day, Sheng-Ru Shaw |
| 2021 | HiddenText: Cross-Trace Website Fingerprinting over Encrypted Traffic. | Jimmy Dani, Boyang Wang |
| 2021 | Using Inductive Transfer Learning to Improve Hotel Review Spam Detection. | Michael Crawford, Taghi M. Khoshgoftaar |