Title
Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation and Diagnosis for COVID-19IEEE Reviews in Biomedical Engineering (RBME), 2020 F. Shi Jun Wang Jun Shi Zi-xiang Wu Qian Wang Zhenyu Tang Kelei He Yinghuan Shi Dinggang Shen 240 1,092 0 06 Apr 2020
R3: A Reading Comprehension Benchmark Requiring Reasoning Processes Ran Wang Kun Tao Dingjie Song Zhilong Zhang Xiao Ma Xiáo Su Xinyu Dai 136 3 0 02 Apr 2020
Plausible Counterfactuals: Auditing Deep Learning Classifiers with Realistic Adversarial ExamplesIEEE International Joint Conference on Neural Network (IJCNN), 2020 Alejandro Barredo Arrieta Javier Del Ser AAML 189 27 0 25 Mar 2020
Learn to Forget: Machine Unlearning via Neuron MaskingIEEE Transactions on Dependable and Secure Computing (TDSC), 2020 Yang Liu Zhuo Ma Ximeng Liu Jian Liu Zhongyuan Jiang Jianfeng Ma Philip Yu K. Ren MU 183 80 0 24 Mar 2020
SurvLIME: A method for explaining machine learning survival modelsKnowledge-Based Systems (KBS), 2020 M. Kovalev Lev V. Utkin E. Kasimov 410 101 0 18 Mar 2020
Pre-trained Models for Natural Language Processing: A SurveyScience China Technological Sciences (Sci China Technol Sci), 2020 Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 965 1,609 0 18 Mar 2020
Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications Wojciech Samek G. Montavon Sebastian Lapuschkin Christopher J. Anders K. Müller XAI 347 87 0 17 Mar 2020
Towards Transparent Robotic Planning via Contrastive ExplanationsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020 Shenghui Chen Kayla Boggess Lu Feng 111 11 0 16 Mar 2020
Ground Truth Evaluation of Neural Network Explanations with CLEVR-XAIInformation Fusion (Inf. Fusion), 2020 L. Arras Ahmed Osman Wojciech Samek XAI AAML 234 182 0 16 Mar 2020
Universal Function Approximation on GraphsNeural Information Processing Systems (NeurIPS), 2020 Rickard Brüel-Gabrielsson 155 6 0 14 Mar 2020
Explainable Agents Through Social Cues: A Review Sebastian Wallkötter Silvia Tulli Ginevra Castellano Ana Paiva Mohamed Chetouani 173 13 0 11 Mar 2020
Vector symbolic architectures for context-free grammarsCognitive Computation (Cogn Comput), 2020 P. B. Graben Markus Huber Werner Meyer Ronald Römer M. Wolff 216 9 0 11 Mar 2020
Towards CRISP-ML(Q): A Machine Learning Process Model with Quality Assurance MethodologyMachine Learning and Knowledge Extraction (MLKE), 2020 Stefan Studer T. Bui C. Drescher A. Hanuschkin Ludwig Winkler S. Peters Klaus-Robert Muller 253 215 0 11 Mar 2020
Towards Interpretable ANNs: An Exact Transformation to Multi-Class Multivariate Decision Trees Duy T. Nguyen Kathryn E. Kasmarik H. Abbass 256 9 0 10 Mar 2020
Information cartography in association rule miningIEEE Transactions on Emerging Topics in Computational Intelligence (IEEE TETCI), 2020 Iztok Fister Iztok Fister 108 14 0 29 Feb 2020
AI safety: state of the field through quantitative lensInternational Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2020 Mislav Juric A. Sandic Mario Brčič 230 27 0 12 Feb 2020
From Data to Actions in Intelligent Transportation Systems: a Prescription of Functional Requirements for Model ActionabilityItalian National Conference on Sensors (INS), 2020 I. Laña J. S. Medina E. Vlahogianni Javier Del Ser 243 59 0 06 Feb 2020
LUNAR: Cellular Automata for Drifting Data StreamsInformation Sciences (Inf. Sci.), 2020 J. Lobo Javier Del Ser Francisco Herrera AI4TS 117 6 0 06 Feb 2020
MNIST-NET10: A heterogeneous deep networks fusion based on the degree of certainty to reach 0.1 error rate. Ensembles overview and proposalInformation Fusion (Inf. Fusion), 2020 Siham Tabik R. F. Alvear-Sandoval María M. Ruiz J. Sancho-Gómez A. Figueiras-Vidal Francisco Herrera 210 34 0 30 Jan 2020
An interpretable semi-supervised classifier using two different strategies for amended self-labeling Isel Grau Dipankar Sengupta M. Lorenzo A. Nowé SSL 186 4 0 26 Jan 2020
Explainable Artificial Intelligence and Machine Learning: A reality rooted perspective F. Emmert-Streib O. Yli-Harja M. Dehmer 87 89 0 26 Jan 2020
On Interpretability of Artificial Neural Networks: A SurveyIEEE Transactions on Radiation and Plasma Medical Sciences (TRPMS), 2020 Fenglei Fan Jinjun Xiong Mengzhou Li Ge Wang AAML AI4CE 393 371 0 08 Jan 2020
Questioning the AI: Informing Design Practices for Explainable AI User ExperiencesInternational Conference on Human Factors in Computing Systems (CHI), 2020 Q. V. Liao D. Gruen Sarah Miller 484 808 0 08 Jan 2020
Analysing Deep Reinforcement Learning Agents Trained with Domain Randomisation Tianhong Dai Kai Arulkumaran Tamara Gerbert Samyakh Tukra Feryal M. P. Behbahani Anil Anthony Bharath 218 31 0 18 Dec 2019
Understanding complex predictive models with Ghost VariablesTest (Madrid) (TM), 2019 Pedro Delicado D. Peña FAtt 110 6 0 13 Dec 2019
Rule Extraction in Unsupervised Anomaly Detection for Model Explainability: Application to OneClass SVMExpert systems with applications (ESWA), 2019 A. Barbado Óscar Corcho Richard Benjamins 147 64 0 21 Nov 2019
Explainable Artificial Intelligence (XAI) for 6G: Improving Trust between Human and Machine Weisi Guo 176 42 0 11 Nov 2019
Learning Fair Rule Lists Ulrich Aïvodji Julien Ferry Sébastien Gambs Marie-José Huguet Mohamed Siala FaML 188 11 0 09 Sep 2019
Satellite-Net: Automatic Extraction of Land Cover Indicators from Satellite Imagery by Deep LearningStatistical Journal of the IAOS (JSI), 2019 Eleonora Bernasconi Francesco Pugliese Diego Zardetto M. Scannapieco 65 4 0 22 Jul 2019
A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAIIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019 Erico Tjoa Cuntai Guan XAI 602 1,746 0 17 Jul 2019
A Multi-Objective Anytime Rule Mining System to Ease Iterative Feedback from Domain Experts T. Baum Steffen Herbold K. Schneider 51 4 0 23 Dec 2018
A Multidisciplinary Survey and Framework for Design and Evaluation of Explainable AI Systems Sina Mohseni Niloofar Zarei Eric D. Ragan 388 103 0 28 Nov 2018
On a Sparse Shortcut Topology of Artificial Neural NetworksIEEE Transactions on Artificial Intelligence (IEEE TAI), 2018 Fenglei Fan Dayang Wang Hengtao Guo Qikui Zhu Pingkun Yan Ge Wang Hengyong Yu 303 24 0 22 Nov 2018
XAI Beyond Classification: Interpretable Neural Clustering Xi Peng Yunfan Li Ivor W. Tsang Erik Cambria Jiancheng Lv Qiufeng Wang 166 83 0 22 Aug 2018