Title
Deep Learning and Artificial General Intelligence: Still a Long Way to Go M. Świechowski ELM VLM AI4CE 33 2 0 25 Mar 2022
A Meta Survey of Quality Evaluation Criteria in Explanation Methods Helena Lofstrom K. Hammar Ulf Johansson XAI 75 11 0 25 Mar 2022
Concept Embedding Analysis: A Review Gesina Schwalbe 77 28 0 25 Mar 2022
Trust in AI and Its Role in the Acceptance of AI Technologies Hyesun Choung Prabu David Arun Ross 67 314 0 23 Mar 2022
Trust and Reliance in XAI -- Distinguishing Between Attitudinal and Behavioral Measures Nicolas Scharowski S. Perrig Nick von Felten Florian Brühlmann 38 23 0 23 Mar 2022
Explainability in reinforcement learning: perspective and position Agneza Krajna Mario Brčič T. Lipić Juraj Dončević 92 27 0 22 Mar 2022
Towards Explainable Evaluation Metrics for Natural Language Generation Christoph Leiter Piyawat Lertvittayakumjorn M. Fomicheva Wei Zhao Yang Gao Steffen Eger AAML ELM 76 20 0 21 Mar 2022
Human-Centric Artificial Intelligence Architecture for Industry 5.0 Applications Jovze M. Rovzanec I. Novalija Patrik Zajec K. Kenda Hooman Tavakoli ... G. Sofianidis Spyros Theodoropoulos Blavz Fortuna Dunja Mladenić John Soldatos 3DV AI4CE 77 137 0 21 Mar 2022
Explainable Misinformation Detection Across Multiple Social Media Platforms Gargi Joshi Ananya Srivastava Bhargav D. Yagnik Md Musleh Uddin Hasan Zainuddin Saiyed Lubna A Gabralla Ajith Abraham Rahee Walambe K. Kotecha 83 17 0 20 Mar 2022
Attri-VAE: attribute-based interpretable representations of medical images with variational autoencoders Irem Cetin Maialen Stephens Oscar Camara M. A. G. Ballester DRL 120 40 0 20 Mar 2022
Explainability in Graph Neural Networks: An Experimental Survey Peibo Li Yixing Yang Maurice Pagnucco Yang Song 66 31 0 17 Mar 2022
Beyond Explaining: Opportunities and Challenges of XAI-Based Model Improvement Leander Weber Sebastian Lapuschkin Alexander Binder Wojciech Samek 109 103 0 15 Mar 2022
Don't Get Me Wrong: How to Apply Deep Visual Interpretations to Time Series Christoffer Loeffler Wei-Cheng Lai Bjoern M. Eskofier Dario Zanca Lukas M. Schmidt Christopher Mutschler AI4TS FAtt 78 6 0 14 Mar 2022
Interpretable machine learning in Physics C. Grojean A. Paul Zhuoni Qian Inga Strümke AI4CE FAtt 60 26 0 11 Mar 2022
Trust in AI and Implications for the AEC Research: A Literature Analysis Newsha Emaminejad Alexander North Reza Akhavian 101 15 0 08 Mar 2022
Label-Free Explainability for Unsupervised Models Jonathan Crabbé M. Schaar FAtt MILM 54 22 0 03 Mar 2022
ADVISE: ADaptive Feature Relevance and VISual Explanations for Convolutional Neural Networks Mohammad Mahdi Dehshibi Mona Ashtari-Majlan Gereziher W. Adhane David Masip AAML FAtt 50 3 0 02 Mar 2022
Approximating a deep reinforcement learning docking agent using linear model trees Vilde B. Gjærum Ella-Lovise H. Rørvik A. Lekkas 48 6 0 01 Mar 2022
Explaining a Deep Reinforcement Learning Docking Agent Using Linear Model Trees with User Adapted Visualization Vilde B. Gjærum Inga Strümke O. Alsos A. Lekkas FAtt 73 16 0 01 Mar 2022
Explainability for identification of vulnerable groups in machine learning models Inga Strümke Marija Slavkovik FaML 63 3 0 01 Mar 2022
Explainable deepfake and spoofing detection: an attack analysis using SHapley Additive exPlanations W. Ge Massimiliano Todisco Nicholas W. D. Evans AAML 52 9 0 28 Feb 2022
Quality Monitoring and Assessment of Deployed Deep Learning Models for Network AIOps Lixuan Yang Dario Rossi 30 9 0 28 Feb 2022
The Impact of Explanations on Layperson Trust in Artificial Intelligence-Driven Symptom Checker Apps: Experimental Study Claire Woodcock Brent Mittelstadt Dan Busbridge Grant Blank 64 27 0 27 Feb 2022
Statistics and Deep Learning-based Hybrid Model for Interpretable Anomaly Detection Thabang Mathonsi Terence L van Zyl 65 0 0 25 Feb 2022
MUC-driven Feature Importance Measurement and Adversarial Analysis for Random Forest Shucen Ma Jianqi Shi Yanhong Huang Shengchao Qin Zhe Hou AAML 59 4 0 25 Feb 2022
Fine-grained TLS services classification with reject option Jan Luxemburk T. Čejka 65 34 0 24 Feb 2022
Training Characteristic Functions with Reinforcement Learning: XAI-methods play Connect Four S. Wäldchen Felix Huber Sebastian Pokutta FAtt 61 8 0 23 Feb 2022
Explainability in Machine Learning: a Pedagogical Perspective Andreas Bueff I. Papantonis Auste Simkute Vaishak Belle 40 2 0 21 Feb 2022
OG-SGG: Ontology-Guided Scene Graph Generation. A Case Study in Transfer Learning for Telepresence Robotics Fernando Amodeo F. Caballero N. Díaz-Rodríguez L. Merino LM&Ro 97 10 0 21 Feb 2022
Conflict-Based Search for Explainable Multi-Agent Path Finding Justin Kottinger Shaull Almagor Morteza Lahijanian 35 13 0 20 Feb 2022
Contextual Intelligent Decisions: Expert Moderation of Machine Outputs for Fair Assessment of Commercial Driving J. M. Mase Direnc Pekaslan Utkarsh Agrawal M. Mesgarpour P. Chapman Mercedes Torres Torres Grazziela Figueredo 100 3 0 20 Feb 2022
Explaining, Evaluating and Enhancing Neural Networks' Learned Representations Marco Bertolini Djork-Arné Clevert F. Montanari FAtt 49 5 0 18 Feb 2022
Can Interpretable Reinforcement Learning Manage Prosperity Your Way? Charl Maree C. Omlin AIFin 74 6 0 18 Feb 2022
Guidelines and Evaluation of Clinical Explainable AI in Medical Image Analysis Weina Jin Xiaoxiao Li M. Fatehi Ghassan Hamarneh ELM XAI 76 95 0 16 Feb 2022
XAI in the context of Predictive Process Monitoring: Too much to Reveal Ghada Elkhawaga Mervat Abuelkheir M. Reichert 45 1 0 16 Feb 2022
Explainability of Predictive Process Monitoring Results: Can You See My Data Issues? Ghada Elkhawaga Mervat Abuelkheir M. Reichert 76 14 0 16 Feb 2022
Interpretable pipelines with evolutionarily optimized modules for RL tasks with visual inputs Leonardo Lucio Custode Giovanni Iacca 68 14 0 10 Feb 2022
Computing Rule-Based Explanations of Machine Learning Classifiers using Knowledge Graphs Edmund Dervakos Orfeas Menis Mastromichalakis A. Chortaras Giorgos Stamou FAtt 125 6 0 08 Feb 2022
Introducing explainable supervised machine learning into interactive feedback loops for statistical production system Carlos Mougan G. Kanellos Johannes Micheler Jose Martinez Thomas Gottron 58 1 0 07 Feb 2022
Stratification of carotid atheromatous plaque using interpretable deep learning methods on B-mode ultrasound images Theofanis Ganitidis M. Athanasiou K. Dalakleidi Nikos Melanitis S. Golemati K. Nikita 10 3 0 04 Feb 2022
Separating Rule Discovery and Global Solution Composition in a Learning Classifier System Michael Heider Helena Stegherr Jonathan Wurth Roman Sraj J. Hähner 22 10 0 03 Feb 2022
An ASP approach for reasoning on neural networks under a finitely many-valued semantics for weighted conditional knowledge bases Laura Giordano Daniele Theseider Dupré 69 21 0 02 Feb 2022
Thermal and Visual Tracking of Photovoltaic Plants for Autonomous UAV inspection Luca Morando Carmine Tommaso Recchiuto Jacopo Calla Paolo Scuteri A. Sgorbissa 125 32 0 02 Feb 2022
Explainable AI through the Learning of Arguments Jonas Bei David Pomerenke Lukas Schreiner Sepideh Sharbaf Pieter Collins N. Roos 30 0 0 01 Feb 2022
From Explanations to Segmentation: Using Explainable AI for Image Segmentation Clemens Seibold Johannes Kunzel Anna Hilsmann Peter Eisert SSeg 78 8 0 01 Feb 2022
Classification of White Blood Cell Leukemia with Low Number of Interpretable and Explainable Features W. Lamberti VLM 26 3 0 28 Jan 2022
Explainability in Music Recommender Systems Darius Afchar Alessandro B. Melchiorre Markus Schedl Romain Hennequin Elena V. Epure Manuel Moussallam 103 50 0 25 Jan 2022
Image features of a splashing drop on a solid surface extracted using a feedforward neural network Jingzu Yee A. Yamanaka Yoshiyuki Tagawa(田川義之) 62 14 0 24 Jan 2022
Reinforcement Learning Your Way: Agent Characterization through Policy Regularization Charl Maree C. Omlin 56 8 0 21 Jan 2022
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI Meike Nauta Jan Trienes Shreyasi Pathak Elisa Nguyen Michelle Peters Yasmin Schmitt Jorg Schlotterer M. V. Keulen C. Seifert ELM XAI 178 423 0 20 Jan 2022