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Model-driven validation of visual explanations for multimodal emotion recognition Guido GagliardiAntonio Luca AlfeoGaetano Valenza OriginalPaper Open access 10 November 2025 Article: 273
User migration in blockchain-based online social networks through the lens of temporal node representation shift Manuel DileoMatteo Zignani OriginalPaper Open access 10 November 2025 Article: 272
LLiMe: enhancing text classifier explanations with large language models Fabrizio AngiulliFrancesco De LucaSimona Nisticò OriginalPaper Open access 10 November 2025 Article: 271
Efficient quantification on large-scale networks Alessio MicheliAlejandro MoreoDomenico Tortorella OriginalPaper Open access 07 November 2025 Article: 270
Least-squares temporal difference with expected eligibility traces Roy van ZuijlenDuarte Antunes OriginalPaper Open access 07 November 2025 Article: 269
Deep sub-ensembles meets quantile regression: uncertainty-aware imputation for time series Ying LiuPeng CuiRichang Hong OriginalPaper 05 November 2025 Article: 268
Trustworthy Representation Learning via Information Funnels and Bottlenecks João Machado de FreitasBernhard C. Geiger OriginalPaper Open access 04 November 2025 Article: 267
Simplification of forest classifiers and regressors by sharing branching conditions Naoki MaruiAtsuyoshi NakamuraKento Sakurada OriginalPaper 04 November 2025 Article: 266
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Common abductive explanations in first order logic Céline RouveirolHenry SoldanoVéronique Ventos OriginalPaper 28 October 2025 Article: 264
Evaluation of geographical distortions in language models Rémy DecoupesRoberto InterdonatoSarah Valentin OriginalPaper Open access 27 October 2025 Article: 263
Learning de-biased environment models for delivery incentive policy optimization on food delivery platforms Yu-Ren LiuXiong-Hui ChenFangsheng Huang OriginalPaper 23 October 2025 Article: 262
A utility-driven approach to instance-based transfer learning for relational domains Cainã F. PereiraDaniel S. MenaschéValmir C. Barbosa OriginalPaper 21 October 2025 Article: 261
Pdarts: projected differentiable architecture search for seismic inversion Lucas C. SouzaCarlos G. C. JuniorMurilo Naldi OriginalPaper 21 October 2025 Article: 260
Enhancing workforce attendance evaluation in vocational schools: a decision support framework powered by explainable machine learning Joseph Teguh SantosoHendry HendryDaniel Manongga OriginalPaper 19 October 2025 Article: 259
Addressing task conflicts in LLMs multi-task fine-tuning with task-specific subnetwork refinement Yiqun WangChaoqun WanYaowu Chen OriginalPaper 19 October 2025 Article: 258
Bridging XAI and spectral analysis to investigate the inductive biases of deep graph networks Michele FontanesiAlessio MicheliDomenico Tortorella OriginalPaper Open access 19 October 2025 Article: 257
CLAIRE: clustering evaluation based on item response theory and model agreement Manuel Ferreira-JuniorEufrasio A. Lima NetoRicardo B. C. Prudêncio OriginalPaper 19 October 2025 Article: 256
Squared Wasserstein-2 loss functions for efficient learning of stochastic differential equations Mingtao XiaXiangting LiTom Chou OriginalPaper 19 October 2025 Article: 255
Boolean matrix logic programming for active learning of gene functions in genome-scale metabolic network models Lun AiStephen H. MuggletonGeoff S. Baldwin OriginalPaper Open access 19 October 2025 Article: 254
Adaptive differentiable trees for transparent learning on data streams Kirsten KöbschallLisa HartungStefan Kramer OriginalPaper Open access 19 October 2025 Article: 253
Performance and interaction assessment of neural network architectures and bivariate smart predict-then-optimize Junhan WenThomas AbeelMathijs de Weerdt OriginalPaper Open access 15 October 2025 Article: 252
Mast: interpretable stress testing via meta-learning for forecasting model robustness evaluation Ricardo InácioVitor CerqueiraCarlos Soares OriginalPaper 15 October 2025 Article: 251
Integrating human knowledge for explainable AI Eleonora CappuccioBahavathy KathirgamanathanNatalia Andrienko OriginalPaper Open access 15 October 2025 Article: 250
Benchmarking adversarial robustness to bias elicitation in large language models: scalable automated assessment with LLM-as-a-judge Riccardo CantiniAlessio OrsinoDomenico Talia OriginalPaper Open access 15 October 2025 Article: 249
Temporal distillation: compressing a policy in space and time Thomas AvéMatthias Hutsebaut-BuysseKevin Mets OriginalPaper Open access 15 October 2025 Article: 248
The forget-set identification problem Andrea D’AngeloFrancesco GulloGiovanni Stilo OriginalPaper Open access 15 October 2025 Article: 247
Semi-supervised learning from tabular data with autoencoders: when does it work? Sintija StevanoskaJurica LevatićSašo Džeroski OriginalPaper Open access 15 October 2025 Article: 246
ST-PPO: a spatio-temporal attention enhanced proximal policy optimization algorithm for autonomous driving in complex traffic scenarios Cheng DaYongsheng QianFutao Zhang OriginalPaper 14 October 2025 Article: 245
Adaptive collaborative minority oversampling for multi-class imbalanced classification Su-Yang ZhengChou-Yong ChenZhong-Liang Zhang OriginalPaper 10 October 2025 Article: 244
Mining exceptional social behavior on attributed interaction networks Martin AtzmuellerCarolina Centeio JorgeRosaldo J. F. Rossetti OriginalPaper Open access 10 October 2025 Article: 243
Analyzing RL components for Wagner’s framework via Brouwer’s conjecture Flora AngileriGiulia LombardiFrancesco Morandin OriginalPaper 01 October 2025 Article: 242
LLM-based feature generation from text for interpretable machine learning Vojtěch BalekLukáš SýkoraTomáš Kliegr OriginalPaper 01 October 2025 Article: 241
ISA3: a 3-dimensional expansion of instance space analysis Connor SimpsonMario Andrés MuñozRicardo J. G. B. Campello OriginalPaper Open access 30 September 2025 Article: 240
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Learning with confidence: training better classifiers from soft labels Sjoerd de VriesDirk Thierens OriginalPaper Open access 28 September 2025 Article: 238
DP-FedSecure: a secure and efficient federated learning scheme based on adaptive differential privacy Shuo ChenTanping ZhouXiaoyuan Yang OriginalPaper 28 September 2025 Article: 237
Evo-Path: a two-stage temporal knowledge graph reasoning model and its application in human behavior prediction Mingsheng HeLin ZhuLuyi Bai OriginalPaper 28 September 2025 Article: 236
MASS-CSP: mining with answer set solving for contrast sequential pattern mining Gioacchino SterlicchioFrancesca Alessandra Lisi OriginalPaper Open access 28 September 2025 Article: 235
Causality from bottom to top: a survey Abraham Itzhak WeinbergCristiano PremebidaDiego Resende Faria ReviewPaper Open access 21 September 2025 Article: 234
A new filter for deformation-invariant persistence diagram Kaifeng ZhangHang ZhangTianrun Liang OriginalPaper 17 September 2025 Article: 233
Rényi divergence in hidden Markov models Cheng-Der FuhSu-Chi FuhChuan-Ju Wang OriginalPaper Open access 16 September 2025 Article: 232
Modeling spatio-temporal locality in multi-step forecasting of geo-referenced time series Annunziata D’AversaGianvito PioMichelangelo Ceci OriginalPaper Open access 16 September 2025 Article: 231
Counterfactual ensembles for interpretable churn prediction: from real-world to privacy-preserving synthetic data Samuele TonatiMarzio Di VeceRoberto Pellungrini OriginalPaper Open access 15 September 2025 Article: 230
Modelradar: aspect-based forecast evaluation Vitor CerqueiraLuis RoqueCarlos Soares OriginalPaper Open access 09 September 2025 Article: 229
FediOS: decoupling orthogonal subspaces for personalization in feature-skew federated learning Lingzhi GaoZexi LiChao Wu OriginalPaper 08 September 2025 Article: 228
SafeGen: safeguarding privacy and fairness through a genetic method Martina CinquiniMarta Marchiori ManerbaRiccardo Guidotti OriginalPaper Open access 08 September 2025 Article: 227
Optimized YOLOv8 for lightweight and high-precision metal surface defect detection in industrial applications Ruiping LiLinchang ZhaoJin Tan OriginalPaper 04 September 2025 Article: 226
Region-aware Minimal Counterfactual Rules for Model-agnostic Explainable Classification Guido GagliardiAntonio Luca AlfeoMario G. C. A. Cimino OriginalPaper 04 September 2025 Article: 225
