| 2022 | A Process Warehouse for Process Variants Analysis. | Lisana Berberi |
| 2022 | OPTIMA: Framework Selecting Optimal Virtual Model to Query Large Heterogeneous Data. | Chahrazed B. Bachir Belmehdi, Abderrahmane Khiat, Nabil Keskes |
| 2022 | Unsupervised Features Ranking via Coalitional Game Theory for Categorical Data. | Chiara Balestra, Florian Huber, Andreas Mayr, Emmanuel Mller |
| 2022 | Interpretable Input-Output Hidden Markov Model-Based Deep Reinforcement Learning for the Predictive Maintenance of Turbofan Engines. | Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher |
| 2021 | Multi-label Feature Selection Algorithm via Maximizing Label Correlation-Aware Relevance and Minimizing Redundance with Mutation Binary Particle Swarm Optimization. | Xiaolin Zhu, Yuanyuan Tao, Jun Li, Jianhua Xu |
| 2021 | Efficient Graph Analytics in Python for Large-Scale Data Science. | Xiantian Zhou, Carlos Ordonez |
| 2021 | Boosting Latent Inference of Resident Preference from Electricity Usage - A Demonstration on Online Advertisement Strategies. | Lo Pang-Yun Ting, Po-Hui Wu, Jhe-Yun Jhang, Kai-Jun Yang, Yen-Ju Chen, Kun-Ta Chuang |
| 2021 | Cognitive Visual Commonsense Reasoning Using Dynamic Working Memory. | Xuejiao Tang, Xin Huang, Wenbin Zhang, Travers B. Child, Qiong Hu, Zhen Liu, Ji Zhang |
| 2021 | Contextual and Behavior Factors Extraction from Pedestrian Encounter Scenes Using Deep Language Models. | Jithesh Gugan Sreeram, Xiao Luo, Renran Tian |
| 2021 | Benchmarking Data Lakes Featuring Structured and Unstructured Data with DLBench. | Pegdwend N. Sawadogo, Jrme Darmont |
| 2021 | A Workload-Aware Change Data Capture Framework for Data Warehousing. | Weiping Qu, Xiufeng Liu, Stefan Dessloch |
| 2021 | Document Ranking for Curated Document Databases Using BERT and Knowledge Graph Embeddings: Introducing GRAB-Rank. | Iqra Muhammad, Danushka Bollegala, Frans Coenen, Carrol Gamble, Anna Kearney, Paula Williamson |
| 2021 | Selecting Subexpressions to Materialize for Dynamic Large-Scale Workloads. | Mustapha Chaba Mouna, Ladjel Bellatreche, Boustia Narhimene |
| 2021 | Smart-Views: Decentralized OLAP View Management Using Blockchains. | Kostas Messanakis, Petros Demetrakopoulos, Yannis Kotidis |
| 2021 | A New Accurate Clustering Approach for Detecting Different Densities in High Dimensional Data. | Nabil El Malki, Robin Cugny, Olivier Teste, Franck Ravat |
| 2021 | Filter-Based Feature Selection Methods for Industrial Sensor Data: A Review. | Sabrina Luftensteiner, Michael Mayr, Georgios C. Chasparis |
| 2021 | Health Analytics on COVID-19 Data with Few-Shot Learning. | Carson K. Leung, Daryl L. X. Fung, Calvin S. H. Hoi |
| 2021 | Impact of Textual Data Augmentation on Linguistic Pattern Extraction to Improve the Idiomaticity of Extractive Summaries. | Abdelghani Laifa, Laurent Gautier, Christophe Cruz |
| 2021 | A Declarative Framework for Mining Top-k High Utility Itemsets. | Amel Hidouri, Sad Jabbour, Badran Raddaoui, Mouna Chebbah, Boutheina Ben Yaghlane |
| 2021 | Spark Based Text Clustering Method Using Hashing. | Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi |
| 2021 | A Novel Neurofuzzy Approach for Semantic Similarity Measurement. | Jorge Martinez-Gil, Riad Mokadem, Josef Kng, Abdelkader Hameurlain |
| 2021 | RDF Data Management is an Analytical Market, not a Transaction One. | Olivier Cur, Christophe Call, Philippe Calvez |
| 2021 | Mining Partially-Ordered Episode Rules with the Head Support. | Yangming Chen, Philippe Fournier-Viger, Farid Nouioua, Youxi Wu |
| 2021 | A Chain Composite Item Recommender for Lifelong Pathways. | Alexandre Chanson, Thomas Devogele, Nicolas Labroche, Patrick Marcel, Nicolas Ringuet, Vincent T'kindt |
| 2021 | Explainability in Irony Detection. | Ege Berk Buyukbas, Adnan Harun Dogan, Asli Umay ztrk, Pinar Karagoz |