| 2021 | Predicting Student Performance in Experiential Education. | Lejia Lin, Leonard Wee Liat Tan, Nicole Hui Lin Kan, Ooi Kiang Tan, Chun Chau Sze, Wilson Wen Bin Goh |
| 2021 | Repurpose Image Identification for Fake News Detection. | Steven Jia He Lee, Tangqing Li, Wynne Hsu, Mong-Li Lee |
| 2021 | MMEnsemble: Imbalanced Classification Framework Using Metric Learning and Multi-sampling Ratio Ensemble. | Takahiro Komamizu |
| 2021 | Neural Ordinary Differential Equations for the Regression of Macroeconomics Data Under the Green Solow Model. | Zi-Yu Khoo, Kang Hao Lee, Zhibo Huang, Stphane Bressan |
| 2021 | A Globally Optimal Label Selection Method via Genetic Algorithm for Multi-label Classification. | Tianqi Ji, Jun Li, Jianhua Xu |
| 2021 | Scalable Tabular Metadata Location and Classification in Large-Scale Structured Datasets. | Kazi Islam, Michael N. Gubanov |
| 2021 | A Quantum-Inspired Neural Network Model for Predictive BPaaS Management. | Ameni Hedhli, Haithem Mezni, Lamjed Ben Said |
| 2021 | SafecareOnto: A Cyber-Physical Security Ontology for Healthcare Systems. | Fatma-Zohra Hannou, Faten Atigui, Nadira Lammari, Samira Si-Said Cherfi |
| 2021 | Towards New Model for Handling Inconsistency Issues in DL-Lite Knowledge Bases. | Ghassen Hamdi, Mohamed Nazih Omri |
| 2021 | Using Cross Lingual Learning for Detecting Hate Speech in Portuguese. | Anderson Almeida Firmino, Cludio de Souza Baptista, Anselmo Cardoso de Paiva |
| 2021 | Subgroup Discovery with Consecutive Erosion on Discontinuous Intervals. | Reynald Eugenie, Erick Stattner |
| 2021 | Log-Based Anomaly Detection with Multi-Head Scaled Dot-Product Attention Mechanism. | Qingfeng Du, Liang Zhao, Jincheng Xu, Yongqi Han, Shuangli Zhang |
| 2021 | Enhancing Scan Matching Algorithms via Genetic Programming for Supporting Big Moving Objects Tracking and Analysis in Emerging Environments. | Alfredo Cuzzocrea, Kristijan Lenac, Enzo Mumolo |
| 2021 | ContextWalk: Embedding Networks with Context Information Extracted from News Articles. | Chaoran Chen, Mirco Schnfeld, Jrgen Pfeffer |
| 2021 | Improving Quality of Ensemble Technique for Categorical Data Clustering Using Granule Computing. | Rahmah Brnawy, Nematollaah Shiri |
| 2021 | Fuzzy Ontology-Based Possibilistic Approach for Document Indexing Using Semantic Concept Relations. | Kabil Boukhari, Mohamed Nazih Omri |
| 2021 | Reference Architecture for Running Large Scale Data Integration Experiments. | Michal Bodziony, Robert Wrembel |
| 2021 | Predicting Psychiatric Diseases Using AutoAI: A Performance Analysis Based on Health Insurance Billing Data. | Markus Bertl, Peeter Ross, Dirk Draheim |
| 2021 | Multi-Objective Recommendations and Promotions at TOTAL. | Idir Benouaret, Mohamed Bouadi, Sihem Amer-Yahia |
| 2021 | Shared-Memory Parallel Hash-Based Stream Join in Continuous Data Streams. | Peyman Behzadnia |
| 2021 | BERT-Based Sentiment Analysis: A Software Engineering Perspective. | Himanshu Batra, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal |
| 2021 | A Two-Phase Approach for Enumeration of Maximal $(\varDelta , \gamma )$-Cliques of a Temporal Network. | Suman Banerjee, Bithika Pal |
| 2021 | The Effect of IoT Data Completeness and Correctness on Explainable Machine Learning Models. | Shelernaz Azimi, Claus Pahl |
| 2021 | LGTM: A Fast and Accurate kNN Search Algorithm in High-Dimensional Spaces. | Yusuke Arai, Daichi Amagata, Sumio Fujita, Takahiro Hara |
| 2021 | A Stochastic Block Model Based Approach to Detect Outliers in Networks. | Fabrizio Angiulli, Fabio Fassetti, Cristina Serrao |