Title
Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations Valerie Chen Q. V. Liao Jennifer Wortman Vaughan Gagan Bansal 153 114 0 18 Jan 2023
Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning Recommendation Giacomo Balloccu Ludovico Boratto Christian Cancedda Gianni Fenu Mirko Marras 39 9 0 14 Jan 2023
Modulation spectral features for speech emotion recognition using deep neural networks Premjeet Singh Md. Sahidullah G. Saha 64 50 0 14 Jan 2023
Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making Shuai Ma Ying Lei Xinru Wang Chengbo Zheng Chuhan Shi Ming Yin Xiaojuan Ma 81 106 0 14 Jan 2023
A Rigorous Uncertainty-Aware Quantification Framework Is Essential for Reproducible and Replicable Machine Learning Workflows Line C. Pouchard Kristofer G. Reyes Francis J. Alexander Byung-Jun Yoon 88 2 0 13 Jan 2023
$Explaining $\mathcal{ELH}$ Concept Descriptions through Counterfactual Reasoning$ Explaining $\mathcal{ELH}$ Concept Descriptions through Counterfactual Reasoning Leonie Nora Sieger Stefan Heindorf Yasir Mahmood Lukas Blübaum A. N. Ngomo 48 0 0 12 Jan 2023
Estimate Deformation Capacity of Non-Ductile RC Shear Walls using Explainable Boosting Machine Z. Deger Gülsen Taskin Kaya J. Wallace 41 3 0 11 Jan 2023
Explainable, Physics Aware, Trustworthy AI Paradigm Shift for Synthetic Aperture Radar Mihai Datcu Zhongling Huang Andrei Anghel Juanping Zhao R. Cacoveanu 64 0 0 09 Jan 2023
On the coalitional decomposition of parameters of interest Marouane Il Idrissi Nicolas Bousquet Fabrice Gamboa Bertrand Iooss Jean-Michel Loubes 69 9 0 06 Jan 2023
PEAK: Explainable Privacy Assistant through Automated Knowledge Extraction Gonul Ayci Arzucan Özgür Murat cSensoy P. Yolum 85 1 0 05 Jan 2023
On the Forces of Driver Distraction: Explainable Predictions for the Visual Demand of In-Vehicle Touchscreen Interactions Patrick Ebel Christoph Lingenfelder Andreas Vogelsang FAtt AAML 55 23 0 05 Jan 2023
Instance-based Explanations for Gradient Boosting Machine Predictions with AXIL Weights P. Geertsema Helen Lu FAtt 18 2 0 05 Jan 2023
Towards Explainable Land Cover Mapping: a Counterfactual-based Strategy C. Dantas Diego Marcos Dino Ienco AAML GAN 51 0 0 04 Jan 2023
Mapping Knowledge Representations to Concepts: A Review and New Perspectives Lars Holmberg P. Davidsson Per Linde 88 2 0 31 Dec 2022
Disentangled Explanations of Neural Network Predictions by Finding Relevant Subspaces Pattarawat Chormai J. Herrmann Klaus-Robert Muller G. Montavon FAtt 124 20 0 30 Dec 2022
Selected aspects of complex, hypercomplex and fuzzy neural networks A. Niemczynowicz Radosław Antoni Kycia Maciej Jaworski A. Siemaszko J. Calabuig ... Baruch Schneider Diana Berseghyan Irina Perfiljeva V. Novák Piotr Artiemjew 64 0 0 29 Dec 2022
Multimodal Explainability via Latent Shift applied to COVID-19 stratification V. Guarrasi L. Tronchin Domenico Albano E. Faiella Deborah Fazzini D. Santucci Paolo Soda 79 24 0 28 Dec 2022
Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection Vinícius Camargo Da Silva João Paulo Papa K. Costa 66 1 0 21 Dec 2022
BMX: Boosting Natural Language Generation Metrics with Explainability Christoph Leiter Hoang-Quan Nguyen Steffen Eger ELM 70 0 0 20 Dec 2022
Segmentation Ability Map: Interpret deep features for medical image segmentation Sheng He Yanfang Feng P. E. Grant Yangming Ou SSeg 51 27 0 19 Dec 2022
Context-dependent Explainability and Contestability for Trustworthy Medical Artificial Intelligence: Misclassification Identification of Morbidity Recognition Models in Preterm Infants Isil Guzey Ozlem Ucar N. A. Çiftdemir B. Acunaş 99 2 0 17 Dec 2022
Shapley variable importance cloud for machine learning models Yilin Ning Mingxuan Liu Nan Liu FAtt TDI 65 1 0 16 Dec 2022
AI Model Utilization Measurements For Finding Class Encoding Patterns P. Bajcsy Antonio Cardone Chenyi Ling Philippe Dessauw Michael Majurski Timothy Blattner D. Juba Walid Keyrouz 55 0 0 12 Dec 2022
Activity-Based Recommendations for Demand Response in Smart Sustainable Buildings Alona Zharova Laura Löschmann 23 0 0 10 Dec 2022
Understanding electricity prices beyond the merit order principle using explainable AI Julius Trebbien L. R. Gorjão Aaron Praktiknjo B. Schäfer D. Witthaut 56 28 0 09 Dec 2022
The Role of AI in Drug Discovery: Challenges, Opportunities, and Strategies Alexandre Blanco-Gonzalez Alfonso Cabezon Alejandro Seco-Gonzalez Daniel Conde-Torres Paula Antelo-Riveiro Ángel Piñeiro R. García‐Fandiño 51 285 0 08 Dec 2022
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning Yuyang Gao Siyi Gu Junji Jiang S. Hong Dazhou Yu Liang Zhao 76 42 0 07 Dec 2022
Fairness and Explainability: Bridging the Gap Towards Fair Model Explanations Yuying Zhao Yu Wang Hanyu Wang FaML 91 16 0 07 Dec 2022
Deep Learning for Brain Age Estimation: A Systematic Review Md. Iftekhar Tanveer M. A. Ganaie I. Beheshti Tripti Goel Nehal Ahmad Kuan-Ting Lai Kaizhu Huang Yudong Zhang Javier Del Ser Chin-Teng Lin 97 90 0 07 Dec 2022
Time series numerical association rule mining variants in smart agriculture Iztok Fister D. Fister Iztok Fister V. Podgorelec S. Salcedo-Sanz 23 2 0 07 Dec 2022
Towards a more efficient computation of individual attribute and policy contribution for post-hoc explanation of cooperative multi-agent systems using Myerson values Giorgio Angelotti Natalia Díaz Rodríguez 64 7 0 06 Dec 2022
Quantification of geogrid lateral restraint using transparent sand and deep learning-based image segmentation D. Marx Krishna Kumar J. Zornberg 33 2 0 06 Dec 2022
A Survey on Medical Document Summarization Raghav Jain Anubhav Jangra S. Saha Adam Jatowt 3DGS MedIm 82 19 0 03 Dec 2022
Decisions that Explain Themselves: A User-Centric Deep Reinforcement Learning Explanation System Xiaoran Wu Zihan Yan Chongjie Zhang Tongshuang Wu 67 2 0 01 Dec 2022
Prioritizing Policies for Furthering Responsible Artificial Intelligence in the United States Emily C Hadley 52 5 0 30 Nov 2022
Design Space Exploration and Explanation via Conditional Variational Autoencoders in Meta-model-based Conceptual Design of Pedestrian Bridges Vera M. Balmer Sophia V. Kuhn Rafael Bischof Luis Salamanca W. Kaufmann Fernando Perez-Cruz M. Kraus 3DV 41 10 0 29 Nov 2022
The Grind for Good Data: Understanding ML Practitioners' Struggles and Aspirations in Making Good Data Inha Cha Juhyun Oh Cheul Young Park Jiyoon Han Hwalsuk Lee 84 2 0 28 Nov 2022
"Explain it in the Same Way!" -- Model-Agnostic Group Fairness of Counterfactual Explanations André Artelt Barbara Hammer FaML 84 8 0 27 Nov 2022
Deep Learning Training Procedure Augmentations Cristian Simionescu 104 1 0 25 Nov 2022
The European AI Liability Directives -- Critique of a Half-Hearted Approach and Lessons for the Future P. Hacker AILaw 85 68 0 25 Nov 2022
Explainable Artificial Intelligence (XAI) from a user perspective- A synthesis of prior literature and problematizing avenues for future research Akm Bahalul Haque A. Najmul Islam Patrick Mikalef XAI 61 107 0 24 Nov 2022
Towards Human-Interpretable Prototypes for Visual Assessment of Image Classification Models Poulami Sinhamahapatra Lena Heidemann Maureen Monnet Karsten Roscher 85 5 0 22 Nov 2022
A Brief Overview of AI Governance for Responsible Machine Learning Systems Navdeep Gill Abhishek Mathur Marcos V. Conde 71 5 0 21 Nov 2022
Learn to explain yourself, when you can: Equipping Concept Bottleneck Models with the ability to abstain on their concept predictions J. Lockhart Daniele Magazzeni Manuela Veloso 56 4 0 21 Nov 2022
Deep learning methods for drug response prediction in cancer: predominant and emerging trends A. Partin Thomas Brettin Yitan Zhu Oleksandr Narykov Austin R. Clyde Jamie Overbeek Department of Materials Science 73 60 0 18 Nov 2022
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine Ahmad Chaddad Qizong Lu Jiali Li Y. Katib R. Kateb C. Tanougast Ahmed Bouridane Ahmed Abdulkadir OOD 72 38 0 17 Nov 2022
Explaining Cross-Domain Recognition with Interpretable Deep Classifier Yiheng Zhang Ting Yao Zhaofan Qiu Tao Mei OOD 70 3 0 15 Nov 2022
Leveraging Automatic Personalised Nutrition: Food Image Recognition Benchmark and Dataset based on Nutrition Taxonomy Sergio Romero-Tapiador Ruben Tolosana Aythami Morales Julian Fierrez R. Vera-Rodríguez Isabel Espinosa-Salinas G. Freixer Enrique Carrillo-de Santa Pau Ana Ramírez de Molina J. Ortega-Garcia 113 6 0 14 Nov 2022
Seamful XAI: Operationalizing Seamful Design in Explainable AI Upol Ehsan Q. V. Liao Samir Passi Mark O. Riedl Hal Daumé 91 24 0 12 Nov 2022
Explainable Artificial Intelligence: Precepts, Methods, and Opportunities for Research in Construction Peter E. D. Love Weili Fang J. Matthews Stuart Porter Hanbin Luo L. Ding XAI 59 9 0 12 Nov 2022