| 2020 | VT-LINKER: Visual-Textual-Knowledge Entity Linker. | Shahi Dost, Luciano Serafini, Marco Rospocher, Lamberto Ballan, Alessandro Sperduti |
| 2020 | Non-Monotone Submodular Maximization with Multiple Knapsacks in Static and Dynamic Settings. | Vanja Doskoc, Tobias Friedrich, Andreas Gbel, Aneta Neumann, Frank Neumann, Francesco Quinzan |
| 2020 | A Region Selection Model to Identify Unknown Unknowns in Image Datasets. | Xiao Dong, Huaxiang Zhang, Gianluca Demartini |
| 2020 | Towards Efficient Discrete Integration via Adaptive Quantile Queries. | Fan Ding, Hanjing Wang, Ashish Sabharwal, Yexiang Xue |
| 2020 | You Shouldn't Trust Me: Learning Models Which Conceal Unfairness from Multiple Explanation Methods. | Botty Dimanov, Umang Bhatt, Mateja Jamnik, Adrian Weller |
| 2020 | How to center AI on humans. | Frank Dignum, Virginia Dignum |
| 2020 | A Convergent Off-Policy Temporal Difference Algorithm. | Raghuram Bharadwaj Diddigi, Chandramouli Kamanchi, Shalabh Bhatnagar |
| 2020 | Permutation Learning via Lehmer Codes. | Assatou Diallo, Markus Zopf, Johannes Frnkranz |
| 2020 | Teaching the old dog new tricks: supervised learning with constraints. | Fabrizio Detassis, Michele Lombardi, Michela Milano |
| 2020 | Algebraic Circuits for Decision Theoretic Inference and Learning. | Vincent Derkinderen, Luc De Raedt |
| 2020 | Deep Learning Applied to NILM: Is Data Augmentation Worth for Energy Disaggregation? | Aurlien Delfosse, Georges Hbrail, Aimen Zerroug |
| 2020 | A Framework for Determining the Fairness of Outlier Detection. | Ian Davidson, S. S. Ravi |
| 2020 | On the Reasons Behind Decisions. | Adnan Darwiche, Auguste Hirth |
| 2020 | An Advance on Variable Elimination with Applications to Tensor-Based Computation. | Adnan Darwiche |
| 2020 | Decentralized Insertion Heuristic with Runtime Optimization for On-demand Transport Scheduling. | Alaa Daoud, Flavien Balbo, Paolo Gianessi, Gauthier Picard |
| 2020 | Personalised Glucose Prediction via Deep Multitask Networks. | John Daniels, Pau Herrero, Pantelis Georgiou |
| 2020 | Efficient Allocations in Constant Time: Towards Scalable Solutions in the Era of Large Scale Intelligent Systems. | Panayiotis Danassis, Boi Faltings |
| 2020 | Emerging Micro-Communities for Ride-Sharing Enabled Mobility-on-Demand Systems. | Baudouin Dafflon, Maxime Guriau, Yacine Ouzrout, Ivana Dusparic |
| 2020 | Learning Global Pairwise Interactions with Bayesian Neural Networks. | Tianyu Cui, Pekka Marttinen, Samuel Kaski |
| 2020 | Knowledge Discovery and Visualization in Healthcare Datasets using Formal Concept Analysis and Graph Databases. | Diana Cristea, Christian Sacarea, Diana-Florina Sotropa |
| 2020 | The art painting style Classifier based on Logic Aggregators and qualitative colour Descriptors (C-LAD). | Vicent Costa |
| 2020 | RoI Feature Propagation for Video Object Detection. | Daniel Cores, Manuel Mucientes, Vctor M. Brea |
| 2020 | Towards Inconsistency Measurement in Business Rule Bases. | Carl Corea, Matthias Thimm |
| 2020 | An Approach to Fuzzy Modal Logic of Time Intervals. | Willem Conradie, Dario Della Monica, Emilio Muoz-Velasco, Guido Sciavicco |
| 2020 | Bidding in Spades. | Gal Cohensius, Reshef Meir, Nadav Oved, Roni Stern |