Title
Prediction of Diblock Copolymer Morphology via Machine Learning Hyun Park Boyuan Yu Juhae Park Ge Sun E. Tajkhorshid J. Pablo Ludwig Schneider AI4CE 62 2 0 31 Aug 2023
An xAI Approach for Data-to-Text Processing with ASP A. D. Palù A. Dovier Andrea Formisano 44 3 0 30 Aug 2023
Is visual explanation with Grad-CAM more reliable for deeper neural networks? a case study with automatic pneumothorax diagnosis Zirui Qiu H. Rivaz Yiming Xiao FAtt 50 5 0 29 Aug 2023
The Promise and Peril of Artificial Intelligence -- Violet Teaming Offers a Balanced Path Forward A. Titus Adam Russell 94 1 0 28 Aug 2023
Explaining with Attribute-based and Relational Near Misses: An Interpretable Approach to Distinguishing Facial Expressions of Pain and Disgust Bettina Finzel Simon Kuhn David E. Tafler Ute Schmid FAtt 62 1 0 27 Aug 2023
Large Language Models Streamline Automated Machine Learning for Clinical Studies Soroosh Tayebi Arasteh T. Han Mahshad Lotfinia Christiane Kuhl Jakob Nikolas Kather Daniel Truhn S. Nebelung ELM LM&MA AI4MH 57 60 0 27 Aug 2023
ORES: Open-vocabulary Responsible Visual Synthesis Minheng Ni Chenfei Wu Xiaodong Wang Sheng-Siang Yin Lijuan Wang Zicheng Liu Nan Duan DiffM 75 9 0 26 Aug 2023
Fairness Explainability using Optimal Transport with Applications in Image Classification Philipp Ratz Franccois Hu Arthur Charpentier 80 0 0 22 Aug 2023
Causal Intersectionality and Dual Form of Gradient Descent for Multimodal Analysis: a Case Study on Hateful Memes Yosuke Miyanishi Minh Le Nguyen 97 2 0 19 Aug 2023
Time Series Predictions in Unmonitored Sites: A Survey of Machine Learning Techniques in Water Resources J. Willard C. Varadharajan X. Jia Vipin Kumar AI4TS 81 4 0 18 Aug 2023
Deciphering knee osteoarthritis diagnostic features with explainable artificial intelligence: A systematic review Yun Xin Teoh Alice Othmani Siew Li Goh Juliana Usman K. Lai 63 2 0 18 Aug 2023
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities Munib Mesinovic Peter Watkinson Ting Zhu FaML 74 3 0 16 Aug 2023
Computer vision-enriched discrete choice models, with an application to residential location choice Sander van Cranenburgh Francisco Garrido-Valenzuela 57 2 0 16 Aug 2023
An Interpretable Machine Learning Model with Deep Learning-based Imaging Biomarkers for Diagnosis of Alzheimer's Disease Wenjie Kang Yue Liu J. Papma L. Jiskoot P. P. Deyn ... H. Middelkoop W. M. van der Flier I. Ramakers S. Klein Esther E. Bron 61 5 0 15 Aug 2023
Synergi: A Mixed-Initiative System for Scholarly Synthesis and Sensemaking Hyeonsu B Kang Sherry Wu Joseph Chee Chang A. Kittur 104 37 0 15 Aug 2023
Explaining Black-Box Models through Counterfactuals Patrick Altmeyer A. V. Deursen Cynthia C. S. Liem CML LRM 70 2 0 14 Aug 2023
Machine Unlearning: Solutions and Challenges Jie Xu Zihan Wu Cong Wang Xiaohua Jia MU 161 57 0 14 Aug 2023
Ground Truth Or Dare: Factors Affecting The Creation Of Medical Datasets For Training AI H. D. Zając Natalia-Rozalia Avlona T. O. Andersen F. Kensing Irina Shklovski 73 20 0 12 Aug 2023
Large Language Models and Knowledge Graphs: Opportunities and Challenges Jeff Z. Pan Simon Razniewski Jan-Christoph Kalo Sneha Singhania Jiaoyan Chen ... Gerard de Melo A. Bonifati Edlira Vakaj M. Dragoni D. Graux KELM 91 78 0 11 Aug 2023
Software Doping Analysis for Human Oversight Sebastian Biewer Kevin Baum Sarah Sterz Holger Hermanns Sven Hetmank Markus Langer Anne Lauber-Rönsberg Franz Lehr 68 4 0 11 Aug 2023
Diffusion-based Visual Counterfactual Explanations -- Towards Systematic Quantitative Evaluation Philipp Vaeth Alexander M. Fruehwald Benjamin Paassen Magda Gregorova DiffM 50 4 0 11 Aug 2023
Scale-Preserving Automatic Concept Extraction (SPACE) Andres Felipe Posada-Moreno Lukas Kreisköther T. Glander Sebastian Trimpe 46 1 0 11 Aug 2023
Tweet Sentiment Extraction using Viterbi Algorithm with Transfer Learning Zied Baklouti 32 0 0 11 Aug 2023
Explainable AI applications in the Medical Domain: a systematic review Nicoletta Prentzas A. Kakas Constantinos S. Pattichis 74 11 0 10 Aug 2023
Automated Driving Without Ethics: Meaning, Design and Real-World Implementation Katherine Evans Nelson de Moura Raja Chatila Stéphane Chauvier 13 2 0 09 Aug 2023
Explainable AI in Orthopedics: Challenges, Opportunities, and Prospects Soheyla Amirian Luke A. Carlson Matthew F. Gong I. Lohse K. Weiss J. Plate A. Tafti 53 3 0 09 Aug 2023
SurvBeX: An explanation method of the machine learning survival models based on the Beran estimator Lev V. Utkin Danila Eremenko A. Konstantinov 75 5 0 07 Aug 2023
Bridging Trustworthiness and Open-World Learning: An Exploratory Neural Approach for Enhancing Interpretability, Generalization, and Robustness Shide Du Zihan Fang Shiyang Lan Yanchao Tan Manuel Günther Shiping Wang Wenzhong Guo 82 5 0 07 Aug 2023
A criterion for Artificial General Intelligence: hypothetic-deductive reasoning, tested on ChatGPT L. Vervoort Vitaliy Mizyakov Anastasia V. Ugleva ReLM ELM LRM 55 1 0 05 Aug 2023
$Interpretable Machine Learning for Discovery: Statistical Challenges \& Opportunities$ Interpretable Machine Learning for Discovery: Statistical Challenges \& Opportunities Genevera I. Allen Luqin Gan Lili Zheng 89 9 0 02 Aug 2023
Explainable Graph Spectral Clustering of Text Documents B. Starosta M. Klopotek Slawomir T. Wierzchoñ 59 2 0 01 Aug 2023
Using Kernel SHAP XAI Method to optimize the Network Anomaly Detection Model Khushnaseeb Roshan Aasim Zafar 82 17 0 31 Jul 2023
RAI Guidelines: Method for Generating Responsible AI Guidelines Grounded in Regulations and Usable by (Non-)Technical Roles Marios Constantinides Edyta Bogucka Daniele Quercia Susanna Kallio Mohammad Tahaei 87 13 0 27 Jul 2023
The Co-12 Recipe for Evaluating Interpretable Part-Prototype Image Classifiers Meike Nauta Christin Seifert 99 12 0 26 Jul 2023
Modeling Inverse Demand Function with Explainable Dual Neural Networks Zhiyu Cao Zihan Chen P. Mishra Hamed Amini Zachary Feinstein 69 3 0 26 Jul 2023
General Purpose Artificial Intelligence Systems (GPAIS): Properties, Definition, Taxonomy, Societal Implications and Responsible Governance I. Triguero Daniel Molina Javier Poyatos Javier Del Ser Francisco Herrera AI4TS AI4MH 122 5 0 26 Jul 2023
A New Perspective on Evaluation Methods for Explainable Artificial Intelligence (XAI) Timo Speith Markus Langer 96 14 0 26 Jul 2023
Revisiting the Performance-Explainability Trade-Off in Explainable Artificial Intelligence (XAI) Barnaby Crook Maximilian Schluter Timo Speith 78 17 0 26 Jul 2023
Sources of Opacity in Computer Systems: Towards a Comprehensive Taxonomy Sara Mann Barnaby Crook Lena Kästner Astrid Schomacker Timo Speith 48 2 0 26 Jul 2023
Visual Analytics for Understanding Draco's Knowledge Base Johanna Schmidt Bernhard Pointner Silvia Miksch 31 1 0 24 Jul 2023
IteraTTA: An interface for exploring both text prompts and audio priors in generating music with text-to-audio models Hiromu Yakura Masataka Goto 79 2 0 24 Jul 2023
CommonsenseVIS: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models Xingbo Wang Renfei Huang Zhihua Jin Tianqing Fang Huamin Qu VLM ReLM LRM 109 2 0 23 Jul 2023
Leveraging Deep Learning and Online Source Sentiment for Financial Portfolio Management K. Srivatsan Loukia Avramelou Georgios Rodinos Maria Tzelepi Muzammal Naseer ... Manos Kirtas Pavlos Tosidis Avraam Tsantekidis Nikolaos Passalis Anastasios Tefas AIFin 58 2 0 23 Jul 2023
HealthPrism: A Visual Analytics System for Exploring Children's Physical and Mental Health Profiles with Multimodal Data Zhihan Jiang Handi Chen Rui Zhou Jing Deng Xinchen Zhang Running Zhao Cong Xie Yifang Wang Edith C.H. Ngai 108 6 0 23 Jul 2023
Leveraging Historical Medical Records as a Proxy via Multimodal Modeling and Visualization to Enrich Medical Diagnostic Learning Ouyang Yang Yuchen Wu He Wang Chenyang Zhang Furui Cheng Chang Jiang Lixia Jin Yuanwu Cao Qu Li 52 7 0 23 Jul 2023
Modifications of the Miller definition of contrastive (counterfactual) explanations Kevin McAreavey Weiru Liu 26 1 0 20 Jul 2023
Exploring the Landscape of Natural Language Processing Research Tim Schopf Karim Arabi Florian Matthes 74 14 0 20 Jul 2023
What's meant by explainable model: A Scoping Review Mallika Mainali Rosina O. Weber XAI 61 0 0 18 Jul 2023
`It is currently hodgepodge'': Examining AI/ML Practitioners' Challenges during Co-production of Responsible AI Values R. Varanasi Nitesh Goyal 78 48 0 14 Jul 2023
Learning Active Subspaces and Discovering Important Features with Gaussian Radial Basis Functions Neural Networks D. D’Agostino Ilija Ilievski C. Shoemaker 37 5 0 11 Jul 2023