Title
Interpretable Machine Learning in Physics: A Review Sebastian Johann Wetzel Seungwoong Ha Raban Iten Miriam Klopotek Ziming Liu AI4CE 160 2 0 30 Mar 2025
Interpretable Cross-Sphere Multiscale Deep Learning Predicts ENSO Skilfully Beyond 2 Years Rixu Hao Yuxin Zhao Shaoqing Zhang Guihua Wang Xiong Deng AI4Cl AI4CE 56 0 0 27 Mar 2025
Explainable ICD Coding via Entity Linking Leonor Barreiros I. Coutinho Gonçalo M. Correia Chrysoula Zerva 109 0 0 26 Mar 2025
Uncertainty-Aware Decomposed Hybrid Networks Sina Ditzel Achref Jaziri Iuliia Pliushch Visvanathan Ramesh UQCV 140 0 0 24 Mar 2025
Coupling deep and handcrafted features to assess smile genuineness Benedykt Pawlus Bogdan Smolka Jolanta Kawulok Michal Kawulok CVBM 146 0 0 20 Mar 2025
Logic Explanation of AI Classifiers by Categorical Explaining Functors S. Fioravanti Francesco Giannini Paolo Frazzetto Fabio Zanasi Pietro Barbiero 86 0 0 20 Mar 2025
Explainable AI Components for Narrative Map Extraction Brian Keith Fausto German Eric Krokos Sarah Joseph Chris North 53 0 0 19 Mar 2025
A Revisit to the Decoder for Camouflaged Object Detection Seung Woo Ko Joopyo Hong Suyoung Kim Seungjai Bang Sungzoon Cho Nojun Kwak Hyung-Sin Kim Joonseok Lee 83 0 0 18 Mar 2025
Uncertainty Quantification for Data-Driven Machine Learning Models in Nuclear Engineering Applications: Where We Are and What Do We Need? Xu Wu L. Moloko P. Bokov Gregory K. Delipei Joshua Kaizer K. Ivanov AI4CE 71 0 0 16 Mar 2025
Integration of Explainable AI Techniques with Large Language Models for Enhanced Interpretability for Sentiment Analysis Thivya Thogesan A. Nugaliyadde K. Wong 65 0 0 15 Mar 2025
OPTIMUS: Predicting Multivariate Outcomes in Alzheimer's Disease Using Multi-modal Data amidst Missing Values Christelle Schneuwly Diaz Duy-Thanh Vu Julien Bodelet Duy-Cat Can Guillaume Blanc Haiting Jiang Lin Yao Guiseppe Pantaleo ADNI Oliver Y. Chén 76 0 0 14 Mar 2025
Exploring Bias in over 100 Text-to-Image Generative Models Jordan Vice Naveed Akhtar Leonid Sigal Ajmal Mian EGVM 108 4 0 11 Mar 2025
Is My Text in Your AI Model? Gradient-based Membership Inference Test applied to LLMs Gonzalo Mancera Daniel DeAlcala Julian Fierrez Ruben Tolosana Aythami Morales 120 1 0 10 Mar 2025
Actionable AI: Enabling Non Experts to Understand and Configure AI Systems Cécile Boulard Sruthi Viswanathan Wanda Fey Thierry Jacquin 82 0 0 09 Mar 2025
Compliance of AI Systems Julius Schöning Niklas Kruse 119 2 0 07 Mar 2025
Unity RL Playground: A Versatile Reinforcement Learning Framework for Mobile Robots Linqi Ye Rankun Li Xiaowen Hu Jiayi Li Boyang Xing Yan Peng Bin Liang 113 0 0 07 Mar 2025
Physics-based machine learning framework for predicting NOx emissions from compression ignition engines using on-board diagnostics data Harish Selvam B. Jayaprakash Yan Li Shashi Shekhar W. Northrop 54 0 0 07 Mar 2025
VirtualXAI: A User-Centric Framework for Explainability Assessment Leveraging GPT-Generated Personas Georgios Makridis Vasileios Koukos G. Fatouros D. Kyriazis 132 1 0 06 Mar 2025
A Unified Framework with Novel Metrics for Evaluating the Effectiveness of XAI Techniques in LLMs Melkamu Mersha Mesay Gemeda Yigezu Hassan Shakil Ali Al shami SangHyun Byun Jugal Kalita 220 2 0 06 Mar 2025
Enhancing the Product Quality of the Injection Process Using eXplainable Artificial Intelligence Jisoo Hong Yongmin Hong Jung-Woo Baek Sung-Woo Kang 83 0 0 04 Mar 2025
AI Enabled User-Specific Cyberbullying Severity Detection with Explainability Tabia Tanzin Prama Jannatul Ferdaws Amrin M. Anwar Iqbal H. Sarker 102 0 0 04 Mar 2025
Re-Imagining Multimodal Instruction Tuning: A Representation View Yiyang Liu James Liang Ruixiang Tang Yugyung Lee Majid Rabbani ... Raghuveer M. Rao Lifu Huang Dongfang Liu Qifan Wang Cheng Han 422 0 0 02 Mar 2025
A Deep User Interface for Exploring LLaMa Divya Perumal Swaroop Panda 76 0 0 28 Feb 2025
Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis Li Yang Mirna El Rajab Abdallah Shami Sami Muhaidat 156 9 0 28 Feb 2025
Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networks Li Yang Shimaa A. Naser Abdallah Shami Sami Muhaidat Lyndon Ong Merouane Debbah 105 2 0 28 Feb 2025
EXALT: EXplainable ALgorithmic Tools for Optimization Problems Zuzanna Bączek Michał Bizoń Aneta Pawelec Piotr Sankowski 51 0 0 28 Feb 2025
GNN-XAR: A Graph Neural Network for Explainable Activity Recognition in Smart Homes Michele Fiori Davide Mor Gabriele Civitarese Claudio Bettini 70 0 0 25 Feb 2025
Near Optimal Decision Trees in a SPLIT Second Varun Babbar Hayden McTavish Cynthia Rudin Margo Seltzer 82 0 0 21 Feb 2025
SALTY: Explainable Artificial Intelligence Guided Structural Analysis for Hardware Trojan Detection Tanzim Mahfuz Pravin Gaikwad Tasneem Suha Swarup Bhunia Prabuddha Chakraborty 69 0 0 21 Feb 2025
Comprehensive Analysis of Transparency and Accessibility of ChatGPT, DeepSeek, And other SoTA Large Language Models Ranjan Sapkota Shaina Raza Manoj Karkee 101 7 0 21 Feb 2025
From Abstract to Actionable: Pairwise Shapley Values for Explainable AI Jiaxin Xu Hung Chau Angela Burden TDI 115 0 0 18 Feb 2025
Policy-to-Language: Train LLMs to Explain Decisions with Flow-Matching Generated Rewards Xinyi Yang Liang Zeng Heng Dong Chao Yu Xiaojun Wu H. Yang Yu Wang Milind Tambe Tonghan Wang 143 4 0 18 Feb 2025
AI-Assisted Decision Making with Human Learning Gali Noti Kate Donahue Jon M. Kleinberg Sigal Oren 259 1 0 18 Feb 2025
Recent Advances in Malware Detection: Graph Learning and Explainability Hossein Shokouhinejad Roozbeh Razavi-Far Hesamodin Mohammadian Mahdi Rabbani Samuel Ansong Griffin Higgins Ali Ghorbani AAML 143 2 0 14 Feb 2025
Data2Concept2Text: An Explainable Multilingual Framework for Data Analysis Narration Flavio Bertini A. D. Palù Federica Zaglio Francesco Fabiano Andrea Formisano 163 0 0 13 Feb 2025
Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies Sunnie S. Y. Kim J. Vaughan Q. V. Liao Tania Lombrozo Olga Russakovsky 235 7 0 12 Feb 2025
VisTA: Vision-Text Alignment Model with Contrastive Learning using Multimodal Data for Evidence-Driven, Reliable, and Explainable Alzheimer's Disease Diagnosis Duy-Cat Can Linh D. Dang Quang-Huy Tang Dang Minh Ly Huong Ha Guillaume Blanc Oliver Y. Chén Binh T. Nguyen 120 1 0 03 Feb 2025
Federated Learning with Discriminative Naive Bayes Classifier Pablo Torrijos Juan C. Alfaro J. A. Gamez J. M. Puerta FedML 172 0 0 03 Feb 2025
FedGES: A Federated Learning Approach for BN Structure Learning Pablo Torrijos J. A. Gamez J. M. Puerta FedML 122 2 0 03 Feb 2025
Comprehensive Modeling Approaches for Forecasting Bitcoin Transaction Fees: A Comparative Study Jiangqin Ma Erfan Mahmoudinia AI4TS 154 0 0 03 Feb 2025
Compact Rule-Based Classifier Learning via Gradient Descent Javier Fumanal-Idocin Raquel Fernandez-Peralta Javier Andreu-Perez 98 0 0 03 Feb 2025
Is Conversational XAI All You Need? Human-AI Decision Making With a Conversational XAI Assistant Gaole He Nilay Aishwarya U. Gadiraju 92 10 0 29 Jan 2025
Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review Giovanni Ciatto Federico Sabbatini Andrea Agiollo Matteo Magnini Andrea Omicini 106 16 0 28 Jan 2025
Evaluating the Effectiveness of XAI Techniques for Encoder-Based Language Models Melkamu Mersha Mesay Gemeda Yigezu Jugal Kalita ELM 235 5 0 26 Jan 2025
GL-ICNN: An End-To-End Interpretable Convolutional Neural Network for the Diagnosis and Prediction of Alzheimer's Disease Wenjie Kang L. Jiskoot Peter De Deyn G. Biessels Huiberdina Koek ... H. Middelkoop W. M. van der Flier Willemijn J. Jansen S. Klein Esther E. Bron 95 0 0 20 Jan 2025
A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Osvaldo Arreche Mustafa Abdallah AAML 268 1 0 14 Jan 2025
Faithful Counterfactual Visual Explanations (FCVE) Bismillah Khan Syed Ali Tariq Tehseen Zia Muhammad Ahsan David Windridge 89 1 0 12 Jan 2025
Towards Counterfactual and Contrastive Explainability and Transparency of DCNN Image Classifiers Syed Ali Tariq Tehseen Zia Mubeen Ghafoor AAML 177 7 0 12 Jan 2025
Explaining k-Nearest Neighbors: Abductive and Counterfactual Explanations Pablo Barceló Alexander Kozachinskiy Miguel Romero Orth Bernardo Subercaseaux José Verschae FAtt 69 2 0 10 Jan 2025
Geometric-Based Nail Segmentation for Clinical Measurements Bernat Galmés Gabriel Moyà Alcover Pedro Bibiloni J. Varona Antoni Jaume-i-Capó 69 2 0 10 Jan 2025