# Authors Title Details Date Pdf/Links/Bibtex Keywords
11Ephrem Tibebe Mekonnen; Longo L., Dondio P.LOMATCE: LOcal Model-Agnostic Time-series Classification Explanations IEEE Access 2025 Time series analysis • Adaptation models • Explainable AI • Predictive models • Data models • Closed box • Perturbation methods • Computational modeling • Deep learning • Kernel • Explainable Artificial Intelligence • Model-agnostic • Time series • Post hoc • Deep learning • XAI
10.1109/ACCESS.2025.3625442
10Mekonnen E.T., Longo L., Dondio P.A global model-agnostic rule-based XAI method based on Parameterized Event Primitives for time series classifiers Frontiers Artificial Intelligence 2024 Deep learning • Explainable Artificial Intelligence • time series classification • decision tree • model agnostic • post-hoc • Machine Learning
10.3389/frai.2024.1381921
9Mekonnen E.T., Dondio P., Longo L. Explaining Deep Learning Time Series Classification Models using a Decision Tree-Based Post-Hoc XAI Method Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023) 2023 Explainable Artificial Intelligence • Deep Learning • Time Series • Classification • Decision-Trees • Machine Learning • Post-hoc
8Davydko O., Pavlov V., Longo L.Selecting textural characteristics of chest X-Rays for pneumonia lesions classification with the integrated gradients XAI attribution method eXplainable Artificial Intelligence, The World Conference (xAI-2023) 2023 Explainable artificial intelligence • Neural networks • Texture analysis • Medical image processing • Classification • Machine Learning
10.1007/978-3-031-44064-9_36
7Grover N., Chharia A., Upadhyay R., Longo L.Schizo-Net: A novel Schizophrenia Diagnosis framework using late fusion multimodal deep learning on Electroencephalogram-based Brain connectivity indices IEEE Transactions on Neural Systems and Rehabilitation Engineering 2023 Schizophrenia • Deep Learning • Brain Connectivity features • Feature fusion • Classification • Machine Learning
10.1109/TNSRE.2023.3237375
6Davydko O., Horodetska O., Nastenko I., Hladkyi Y., Pavlov V., Linnik M., Galkin O., Longo L.A Pipeline for the Diagnosis and Classification of Lung Lesions for Patients with COVID-19 IEEE 17th International Conference on Computer Sciences and Information Technologies 2022 COVID-19 • classification • segmentation • neural network • logistic self-organized forest • texture analysis
10.1109/CSIT56902.2022.10000435
5Raufi B., Longo L.An Evaluation of the EEG Alpha-to-Theta and Theta-to-Alpha Band Ratios as Indexes of Mental Workload Frontiers Neuroinformatics 2022 human mental workload • EEG band ratios • alpha-to-theta ratios • theta-to-alpha ratios • machine learning • classification • Electroencephalography
10.3389/fninf.2022.861967
4Vilone G., Longo L.Classification of Explainable Artificial Intelligence Methods through Their Output Formats Machine Learning and Knowledge Extraction 2021 explainable artificial intelligence • method classification • systematic literature review
10.3390/make3030032
3Rogers N., Longo L.A Comparison on the Classification of Short-text Documents Using Latent Dirichlet Allocation and Formal Concept Analysis 25th Irish Conference on Artificial Intelligence and Cognitive Science 2017 Short-text Documents • Classification • Machine Learning • Latent Dirichlet Allocation • Formal Concept Analysis • Artificial Intelligence • Modeling
2Mccartney A., Hensman S, Longo L.How Short is a Piece of String? The Impact of Text Length and Text Augmentation on Short-text Classification 25th Irish Conference on Artificial Intelligence and Cognitive Science 2017 Text Augmentation • Short-text Classification • Machine Learning • Artificial Intelligence • Modeling
1Longo L., Barrett S., Dondio P.Toward Social Search-From Explicit to Implicit Collaboration to Predict Users' Interests 5th International Conference on Web Information Systems and Technologies 2009 Social Search • User Behavior • Computational Trust • Web Site Classification • Human-Computer Interaction
# Authors Title Details Date Pdf/Links/Bibtex Keywords