Search results for "interpretability"

Hits ?▲	Authors	Title	Venue	Year	Link
13	Xiaoyu Kong, Yongyong Chen, Zhenyu He 0001	When Channel Correlation Meets Sparse Prior: Keeping Interpretability in Image Compressive Sensing.	IEEE Trans. Multim.	2024	DBLP DOI BibTeX RDF
13	Jing Huang, Zhengxuan Wu, Christopher Potts, Mor Geva, Atticus Geiger	RAVEL: Evaluating Interpretability Methods on Disentangling Language Model Representations.	CoRR	2024	DBLP DOI BibTeX RDF
13	Chenglong Wang, Yinqiao Yi, Yida Wang 0010, Chengxiu Zhang, Yun Liu, Kensaku Mori, Mei Yuan, Guang Yang	ContrastDiagnosis: Enhancing Interpretability in Lung Nodule Diagnosis Using Contrastive Learning.	CoRR	2024	DBLP DOI BibTeX RDF
13	Xin Zhou 0008, Chunyan Miao	Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation with Interpretability.	CoRR	2024	DBLP DOI BibTeX RDF
13	Chitra Subramanian, Miao Liu, Naweed Khan, Jonathan Lenchner, Aporva Amarnath, Sarathkrishna Swaminathan, Ryan Riegel, Alexander Gray	A Neuro-Symbolic Approach to Multi-Agent RL for Interpretability and Probabilistic Decision Making.	CoRR	2024	DBLP DOI BibTeX RDF
13	Hengyuan Zhang, Zitao Liu, Chenming Shang, Dawei Li, Yong Jiang	A Question-centric Multi-experts Contrastive Learning Framework for Improving the Accuracy and Interpretability of Deep Sequential Knowledge Tracing Models.	CoRR	2024	DBLP DOI BibTeX RDF
13	Debdipta Goswami	Feature-Based Echo-State Networks: A Step Towards Interpretability and Minimalism in Reservoir Computer.	CoRR	2024	DBLP DOI BibTeX RDF
13	Rafaela Martelo, Ruo-Qian Wang	Towards Democratized Flood Risk Management: An Advanced AI Assistant Enabled by GPT-4 for Enhanced Interpretability and Public Engagement.	CoRR	2024	DBLP DOI BibTeX RDF
13	Zhengfu He, Xuyang Ge, Qiong Tang, Tianxiang Sun, Qinyuan Cheng, Xipeng Qiu	Dictionary Learning Improves Patch-Free Circuit Discovery in Mechanistic Interpretability: A Case Study on Othello-GPT.	CoRR	2024	DBLP DOI BibTeX RDF
13	Haiyan Zhao, Fan Yang, Himabindu Lakkaraju, Mengnan Du	Opening the Black Box of Large Language Models: Two Views on Holistic Interpretability.	CoRR	2024	DBLP DOI BibTeX RDF
13	Gabriele Dominici, Pietro Barbiero, Francesco Giannini, Martin Gjoreski, Giuseppe Marra, Marc Langheinrich	Climbing the Ladder of Interpretability with Counterfactual Concept Bottleneck Models.	CoRR	2024	DBLP DOI BibTeX RDF
13	Zirui Qiu, Hassan Rivaz, Yiming Xiao	Joint chest X-ray diagnosis and clinical visual attention prediction with multi-stage cooperative learning: enhancing interpretability.	CoRR	2024	DBLP DOI BibTeX RDF
13	Gautam Rajendrakumar Gare, Tom Fox, Beam Chansangavej, Amita Krishnan, Ricardo Luis Rodriguez, Bennett P. deBoisblanc, Deva Kannan Ramanan, John Michael Galeotti	Improving Model's Interpretability and Reliability using Biomarkers.	CoRR	2024	DBLP DOI BibTeX RDF
13	Zhengxuan Wu, Atticus Geiger, Jing Huang, Aryaman Arora, Thomas Icard, Christopher Potts, Noah D. Goodman	A Reply to Makelov et al. (2023)'s "Interpretability Illusion" Arguments.	CoRR	2024	DBLP DOI BibTeX RDF
13	Kushal Tatariya, Heather C. Lent, Johannes Bjerva, Miryam de Lhoneux	Sociolinguistically Informed Interpretability: A Case Study on Hinglish Emotion Classification.	CoRR	2024	DBLP DOI BibTeX RDF
13	Anass Bairouk, Mirjana Maras, Simon Herlin, Alexander Amini, Marc Blanchon, Ramin M. Hasani, Patrick Chareyre, Daniela Rus	Exploring Latent Pathways: Enhancing the Interpretability of Autonomous Driving with a Variational Autoencoder.	CoRR	2024	DBLP DOI BibTeX RDF
13	Eric J. Michaud, Isaac Liao, Vedang Lad, Ziming Liu, Anish Mudide, Chloe Loughridge, Zifan Carl Guo, Tara Rezaei Kheirkhah, Mateja Vukelic, Max Tegmark	Opening the AI black box: program synthesis via mechanistic interpretability.	CoRR	2024	DBLP DOI BibTeX RDF
13	Jordan K. Taylor	An introduction to graphical tensor notation for mechanistic interpretability.	CoRR	2024	DBLP DOI BibTeX RDF
13	Qingchen Wang, Zhe Li 0007, Zdenka Babic, Wei Deng, Ljubisa Stankovic, Danilo P. Mandic	Widely Linear Matched Filter: A Lynchpin towards the Interpretability of Complex-valued CNNs.	CoRR	2024	DBLP DOI BibTeX RDF
13	Theodor Stoecker, Nico Hambauer, Patrick Zschech, Mathias Kraus	IGANN Sparse: Bridging Sparsity and Interpretability with Non-linear Insight.	CoRR	2024	DBLP DOI BibTeX RDF
13	Qianli Wang, Tatiana Anikina, Nils Feldhus, Josef van Genabith, Leonhard Hennig, Sebastian Möller 0001	LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools.	CoRR	2024	DBLP DOI BibTeX RDF
13	Chandan Singh, Jeevana Priya Inala, Michel Galley, Rich Caruana, Jianfeng Gao 0001	Rethinking Interpretability in the Era of Large Language Models.	CoRR	2024	DBLP DOI BibTeX RDF
13	Kaiji Sekimoto, Muneki Yasuda	Improving Interpretability of Scores in Anomaly Detection Based on Gaussian-Bernoulli Restricted Boltzmann Machine.	CoRR	2024	DBLP DOI BibTeX RDF
13	Alex Grzankowski	Real Sparks of Artificial Intelligence and the Importance of Inner Interpretability.	CoRR	2024	DBLP DOI BibTeX RDF
13	Luigi Scorzato	Reliability and Interpretability in Science and Deep Learning.	CoRR	2024	DBLP DOI BibTeX RDF
13	Thiago Freitas dos Santos, Nardine Osman 0001, Marco Schorlemmer	Can Interpretability Layouts Influence Human Perception of Offensive Sentences?	CoRR	2024	DBLP DOI BibTeX RDF
13	Christian Cabrera 0003, Andrei Paleyes, Neil D. Lawrence	Self-sustaining Software Systems (S4): Towards Improved Interpretability and Adaptation.	CoRR	2024	DBLP DOI BibTeX RDF
13	Francisco J. Rodríguez-Lera, Miguel Ángel González Santamarta, Alejandro González-Cantón, Laura Fernández-Becerra, David Sobrín-Hidalgo, Ángel Manuel Guerrero-Higueras	ROXIE: Defining a Robotic eXplanation and Interpretability Engine.	CoRR	2024	DBLP DOI BibTeX RDF
13	Shun Liu, Kexin Wu, Chufeng Jiang, Bin Huang, Danqing Ma	Financial Time-Series Forecasting: Towards Synergizing Performance And Interpretability Within a Hybrid Machine Learning Approach.	CoRR	2024	DBLP DOI BibTeX RDF
13	Gianluigi Lopardo, Frédéric Precioso, Damien Garreau	Attention Meets Post-hoc Interpretability: A Mathematical Perspective.	CoRR	2024	DBLP DOI BibTeX RDF
13	Jatin Nainani	Evaluating Brain-Inspired Modular Training in Automated Circuit Discovery for Mechanistic Interpretability.	CoRR	2024	DBLP DOI BibTeX RDF
13	Albert Dorador	Improving the Accuracy and Interpretability of Random Forests via Forest Pruning.	CoRR	2024	DBLP DOI BibTeX RDF
13	Yasmine Mustafa, Tie Luo	Unmasking Dementia Detection by Masking Input Gradients: A JSM Approach to Model Interpretability and Precision.	CoRR	2024	DBLP DOI BibTeX RDF
13	Matt Raymond, Jacob Charles Saldinger, Paolo Elvati, Clayton Scott, Angela Violi	Universal Feature Selection for Simultaneous Interpretability of Multitask Datasets.	CoRR	2024	DBLP DOI BibTeX RDF
13	Aryaman Arora, Dan Jurafsky, Christopher Potts	CausalGym: Benchmarking causal interpretability methods on linguistic tasks.	CoRR	2024	DBLP DOI BibTeX RDF
13	José Maurício, Inês Domingues	Distinguishing between Crohn's disease and ulcerative colitis using deep learning models with interpretability.	Pattern Anal. Appl.	2024	DBLP DOI BibTeX RDF
13	Koorosh Aslansefat, Mojgan Hashemian, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Yiannis Papadopoulos	Explaining Black Boxes With a SMILE: Statistical Model-Agnostic Interpretability With Local Explanations.	IEEE Softw.	2024	DBLP DOI BibTeX RDF
13	Hamid Abbasi 0002	Cascade hyperchaotic fuzzy system (CHCFS): discussions on accuracy and interpretability.	Evol. Syst.	2024	DBLP DOI BibTeX RDF
13	Thomas Savage, Ashwin Nayak 0002, Robert Gallo, Ekanath Rangan, Jonathan H. Chen	Diagnostic reasoning prompts reveal the potential for large language model interpretability in medicine.	npj Digit. Medicine	2024	DBLP DOI BibTeX RDF
13	Yunhu Huang, Geng Lin, De-wang Chen, Wendi Zhao	Deep Neural-Fuzzy System Algorithms with Improved Interpretability for Classification Problems.	Int. J. Fuzzy Syst.	2024	DBLP DOI BibTeX RDF
13	Zhe Zheng, Yu-Cheng Zhou, Ke-Yin Chen, Xin-Zheng Lu 0001, Zhong-Tian She, Jia-Rui Lin	A text classification-based approach for evaluating and enhancing the machine interpretability of building codes.	Eng. Appl. Artif. Intell.	2024	DBLP DOI BibTeX RDF
13	Soumick Chatterjee, Fatima Saad, Chompunuch Sarasaen, Suhita Ghosh, Valerie Krug, Rupali Khatun, Rahul Mishra, Nirja Desai, Petia Radeva, Georg Rose, Sebastian Stober, Oliver Speck, Andreas Nürnberger	Exploration of Interpretability Techniques for Deep COVID-19 Classification Using Chest X-ray Images.	J. Imaging	2024	DBLP DOI BibTeX RDF
13	Snofy D. Dunston, V. Mary Anita Rajam	AIPA: An Adversarial Imperceptible Patch Attack on Medical Datasets and its Interpretability.	Comput. Secur.	2024	DBLP DOI BibTeX RDF
13	Saeed Iqbal, Adnan N. Qureshi, Musaed A. Alhussein, Khursheed Aurangzeb, Muhammad Shahid Anwar	AD-CAM: Enhancing Interpretability of Convolutional Neural Networks With a Lightweight Framework - From Black Box to Glass Box.	IEEE J. Biomed. Health Informatics	2024	DBLP DOI BibTeX RDF
13	Jayneel Parekh, Sanjeel Parekh, Pavlo Mozharovskyi, Gaël Richard, Florence d'Alché-Buc	Tackling Interpretability in Audio Classification Networks With Non-negative Matrix Factorization.	IEEE ACM Trans. Audio Speech Lang. Process.	2024	DBLP DOI BibTeX RDF
13	Kento Sago, Kazuhiro Hotta	Vision Transformer Interpretability via Prediction of Image Reflected Relevance Among Tokens.	ICPRAM	2024	DBLP DOI BibTeX RDF
13	Parth Padalkar, Huaduo Wang, Gopal Gupta 0001	Using Logic Programming and Kernel-Grouping for Improving Interpretability of Convolutional Neural Networks.	PADL	2024	DBLP DOI BibTeX RDF
13	Uchechukwu F. Njoku, Alberto Abelló, Besim Bilalli, Gianluca Bontempi	A data-science pipeline to enable the Interpretability of Many-Objective Feature Selection.	DOLAP	2024	DBLP BibTeX RDF
13	G. M. Biju, Gopinatha Pillai, Albin Jiji	Enhancing Interpretability of Electrical Load Forecasting with Architecture Optimization.	ACM Southeast Regional Conference	2024	DBLP DOI BibTeX RDF
13	Ludmila B. S. Nascimento, Marcelo de Sousa Balbino, Maycoln L. M. Teodoro, Cristiane Neri Nobre	Assessment of the Relationship Between Attribute Coding and the Interpretability of Machine Learning Models: An Analysis in the Context of Children and Adolescents with Depression.	BIOSTEC (2)	2024	DBLP DOI BibTeX RDF
13	Jakob Droste, Hannah Deters, Ronja Fuchs, Kurt Schneider	Peeking Outside the Black-Box: AI Explainability Requirements beyond Interpretability.	REFSQ Workshops	2024	DBLP BibTeX RDF
13	Mu-Tien Kuo, Chih-Chung Hsueh, Richard Tzong-Han Tsai	Automated Assessment of Fidelity and Interpretability: An Evaluation Framework for Large Language Models' Explanations (Student Abstract).	AAAI	2024	DBLP DOI BibTeX RDF
13	Mischa Dombrowski, Hadrien Reynaud, Johanna P. Müller, Matthew Baugh, Bernhard Kainz	Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability.	AAAI	2024	DBLP DOI BibTeX RDF
13	Mikolaj Sacha, Bartosz Jura, Dawid Rymarczyk, Lukasz Struski, Jacek Tabor, Bartosz Zielinski 0001	Interpretability Benchmark for Evaluating Spatial Misalignment of Prototypical Parts Explanations.	AAAI	2024	DBLP DOI BibTeX RDF
13	Hrang Kap Lian, Kitsana Waiyamai, Slavakis Konstantinos, Choochart Haruechaiyasak	Discriminative Dimension Selection for Enhancing the Interpretability and Performance of Clustering Output.	KST	2024	DBLP DOI BibTeX RDF
13	Christian Kraetzer, Mario Hildebrandt	Explainability and Interpretability for Media Forensic Methods: Illustrated on the Example of the Steganalysis Tool Stegdetect.	VISIGRAPP (4): VISAPP	2024	DBLP DOI BibTeX RDF
13	Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum	iXGB: Improving the Interpretability of XGBoost Using Decision Rules and Counterfactuals.	ICAART (3)	2024	DBLP DOI BibTeX RDF
13	Rupayan Mallick, Jenny Benois-Pineau, Akka Zemmari	IFI: Interpreting for Improving: A Multimodal Transformer with an Interpretability Technique for Recognition of Risk Events.	MMM (4)	2024	DBLP DOI BibTeX RDF
13	Ola Ahmad, Nicolas Béreux, Loïc Baret, Vahid Hashemi, Freddy Lécué	Causal Analysis for Robust Interpretability of Neural Networks.	WACV	2024	DBLP DOI BibTeX RDF
13	Jinyung Hong, Keun Hee Park, Theodore P. Pavlic	Concept-Centric Transformers: Enhancing Model Interpretability through Object-Centric Concept Learning within a Shared Global Workspace.	WACV	2024	DBLP DOI BibTeX RDF
13	Yasmine Mustafa, Tie Luo	Unmasking Dementia Detection by Masking Input Gradients: A JSM Approach to Model Interpretability and Precision.	PAKDD (3)	2024	DBLP DOI BibTeX RDF
13	Ya-Lin Zhang 0001, Caizhi Tang, Lu Yu 0006, Jun Zhou 0011, Longfei Li, Qing Cui, Fangfang Fan, Linbo Jiang, Xiaosong Zhao	Domain Level Interpretability: Interpreting Black-box Model with Domain-specific Embedding.	WSDM	2024	DBLP DOI BibTeX RDF
13	Jorge García-Carrasco, Alejandro Maté, Juan C. Trujillo	How does GPT-2 Predict Acronyms? Extracting and Understanding a Circuit via Mechanistic Interpretability.	AISTATS	2024	DBLP BibTeX RDF
13	Vincent Souveton, Arnaud Guillin, Jens Jasche, Guilhem Lavaux, Manon Michel	Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity.	AISTATS	2024	DBLP BibTeX RDF
13	Lingkai Kong, Haotian Sun, Yuchen Zhuang, Haorui Wang, Wenhao Mu, Chao Zhang	Two Birds with One Stone: Enhancing Uncertainty Quantification and Interpretability with Graph Functional Neural Process.	AISTATS	2024	DBLP BibTeX RDF
13	Stephan Wäldchen, Kartikey Sharma, Berkant Turan, Max Zimmer, Sebastian Pokutta	Interpretability Guarantees with Merlin-Arthur Classifiers.	AISTATS	2024	DBLP BibTeX RDF
13	Tina Danesh, Rachid Ouaret, Pascal Floquet, Stéphane Négny	Hybridization of model-specific and model-agnostic methods for interpretability of Neural network predictions: Application to a power plant.	Comput. Chem. Eng.	2023	DBLP DOI BibTeX RDF
13	Matteo Della Rossa, Raphaël M. Jungers	Interpretability of Path-Complete Techniques and Memory-Based Lyapunov Functions.	IEEE Control. Syst. Lett.	2023	DBLP DOI BibTeX RDF
13	Caizhi Tang, Qing Cui, Longfei Li, Jun Zhou 0011	GINT: A Generative Interpretability method via perturbation in the latent space.	Expert Syst. Appl.	2023	DBLP DOI BibTeX RDF
13	Wei He 0008, Xiaoyu Cheng, Xu Zhao, Guohui Zhou, Hailong Zhu, Erkai Zhao, Guangyu Qian	An interval construction belief rule base with interpretability for complex systems.	Expert Syst. Appl.	2023	DBLP DOI BibTeX RDF
13	Andrea Brunello, Angelo Montanari, Nicola Saccomanno	Towards interpretability in fingerprint based indoor positioning: May attention be with us.	Expert Syst. Appl.	2023	DBLP DOI BibTeX RDF
13	Yoiz Nuñez, Lisandro Lovisolo, Luiz da Silva Mello 0001, Carlos Orihuela	On the interpretability of machine learning regression for path-loss prediction of millimeter-wave links.	Expert Syst. Appl.	2023	DBLP DOI BibTeX RDF
13	Kevin McDonnell, Finbarr Murphy, Barry Sheehan, Leandro Masello, German Castignani	Deep learning in insurance: Accuracy and model interpretability using TabNet.	Expert Syst. Appl.	2023	DBLP DOI BibTeX RDF
13	Wei Duan 0004, Yi Yu 0001, Xulong Zhang 0001, Suhua Tang, Wei Li 0012, Keizo Oyama	Melody Generation from Lyrics with Local Interpretability.	ACM Trans. Multim. Comput. Commun. Appl.	2023	DBLP DOI BibTeX RDF
13	Dwarikanath Mahapatra, Alexander Poellinger, Mauricio Reyes 0001	Graph Node Based Interpretability Guided Sample Selection for Active Learning.	IEEE Trans. Medical Imaging	2023	DBLP DOI BibTeX RDF
13	Qi Zhu 0001, Bingliang Xu, Jiashuang Huang, Heyang Wang, Ruting Xu, Wei Shao 0005, Daoqiang Zhang	Deep Multi-Modal Discriminative and Interpretability Network for Alzheimer's Disease Diagnosis.	IEEE Trans. Medical Imaging	2023	DBLP DOI BibTeX RDF
13	Denghui Zhang, Zhaoquan Gu, Lijing Ren, Muhammad Shafiq 0003	An interpretability security framework for intelligent decision support systems based on saliency map.	Int. J. Inf. Sec.	2023	DBLP DOI BibTeX RDF
13	Dilli R. Paudel, Allard de Wit, Hendrik Boogaard, Diego Marcos, Sjoukje A. Osinga, Ioannis N. Athanasiadis	Interpretability of deep learning models for crop yield forecasting.	Comput. Electron. Agric.	2023	DBLP DOI BibTeX RDF
13	Ruming Chen, Jiashun Hu, Zhihao Song, Yixuan Wang, Xingzhao Zhou, Lin Zhao, Bin Chen	The Spatiotemporal Distribution of NO2 in China Based on Refined 2DCNN-LSTM Model Retrieval and Factor Interpretability Analysis.	Remote. Sens.	2023	DBLP DOI BibTeX RDF
13	Juanjuan Zhao, Jiexia Ye, Minxian Xu, Cheng-Zhong Xu 0001	Practical model with strong interpretability and predictability: An explanatory model for individuals' destination prediction considering personal and crowd travel behavior.	Concurr. Comput. Pract. Exp.	2023	DBLP DOI BibTeX RDF
13	Kewen Peng, Christian Kaltenecker, Norbert Siegmund, Sven Apel, Tim Menzies	VEER: enhancing the interpretability of model-based optimizations.	Empir. Softw. Eng.	2023	DBLP DOI BibTeX RDF
13	Hao Zhao, Jikai Wang, Zonghai Chen, Shiqi Lin, Peng Bao, Meng Xu 0004	Interpretability-Mask: a label-preserving data augmentation scheme for better classification.	Signal Image Video Process.	2023	DBLP DOI BibTeX RDF
13	Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski	Steering the interpretability of decision trees using lasso regression - an evolutionary perspective.	Inf. Sci.	2023	DBLP DOI BibTeX RDF
13	Qin Wang, Jingna Liu, Wenwu Guo, Xizhao Wang	Evolving stochastic configure network: A more compact model with interpretability.	Inf. Sci.	2023	DBLP DOI BibTeX RDF
13	Guitao Cao, Ye Duan, Wenming Cao 0001	Editorial: Deep neural network based decision-making interpretability.	Frontiers Comput. Neurosci.	2023	DBLP DOI BibTeX RDF
13	Stefania Tomasiello, Muhammad Uzair, Yang Liu 0034, Evelin Loit	Data-driven approaches for sustainable agri-food: coping with sustainability and interpretability.	J. Ambient Intell. Humaniz. Comput.	2023	DBLP DOI BibTeX RDF
13	Julio Torres-Tello, Seok-Bum Ko	Interpretability of artificial intelligence models that use data fusion to predict yield in aeroponics.	J. Ambient Intell. Humaniz. Comput.	2023	DBLP DOI BibTeX RDF
13	Mouad Zine El Abidine, Helin Dutagaci, David Rousseau	Ordinalysis: Interpretability of multidimensional ordinal data.	SoftwareX	2023	DBLP DOI BibTeX RDF
13	Ryota Kitani, Shinya Iwata	Verification of Interpretability of Phase-Resolved Partial Discharge Using a CNN With SHAP.	IEEE Access	2023	DBLP DOI BibTeX RDF
13	Argyrios Zafeiriou, Athanasios Kallipolitis, Ilias Maglogiannis	Ensembling to Leverage the Interpretability of Medical Image Analysis Systems.	IEEE Access	2023	DBLP DOI BibTeX RDF
13	Rui Jiang, Yijia Xue, Dongmian Zou	Interpretability-Aware Industrial Anomaly Detection Using Autoencoders.	IEEE Access	2023	DBLP DOI BibTeX RDF
13	Tongyang Ren, Tao Han, Qun Guo, Gang Li 0031	Analysis of Interpretability and Generalizability for Power Converter Fault Diagnosis Based on Temporal Convolutional Networks.	IEEE Trans. Instrum. Meas.	2023	DBLP DOI BibTeX RDF
13	Amir L. Rifi, Inès Dufait, Chaïmae El Aisati, Mark De Ridder, Kurt Barbé	Interpretability and Repeatability of Radiomic Features: Applied on In Vivo Tumor Models.	IEEE Trans. Instrum. Meas.	2023	DBLP DOI BibTeX RDF
13	Katelyn Morrison, Mayank Jain, Jessica Hammer, Adam Perer	Eye into AI: Evaluating the Interpretability of Explainable AI Techniques through a Game with a Purpose.	Proc. ACM Hum. Comput. Interact.	2023	DBLP DOI BibTeX RDF
13	Zilin Ren, Quan Li, Kajia Cao, Marilyn M. Li, Yunyun Zhou, Kai Wang	Model performance and interpretability of semi-supervised generative adversarial networks to predict oncogenic variants with unlabeled data.	BMC Bioinform.	2023	DBLP DOI BibTeX RDF
13	Mitja Briscik, Marie-Agnès Dillies, Sébastien Déjean	Improvement of variables interpretability in kernel PCA.	BMC Bioinform.	2023	DBLP DOI BibTeX RDF
13	Jose Julian Salazar, Eduardo Maldonado-Cruz, Jesus Ochoa, Michael J. Pyrcz	Self-Supervised Learning for Seismic Data: Enhancing Model Interpretability With Seismic Attributes.	IEEE Trans. Geosci. Remote. Sens.	2023	DBLP DOI BibTeX RDF
13	Paul C. Bogdan, Alexandru D. Iordan, Jonathan Shobrook, Florin Dolcos	ConnSearch: A framework for functional connectivity analysis designed for interpretability and effectiveness at limited sample sizes.	NeuroImage	2023	DBLP DOI BibTeX RDF
13	Zhengqing Miao, Meirong Zhao, Xin Zhang 0058, Dong Ming	LMDA-Net:A lightweight multi-dimensional attention network for general EEG-based brain-computer interfaces and interpretability.	NeuroImage	2023	DBLP DOI BibTeX RDF
13	Hideyuki Ichiwara, Hiroshi Ito, Kenjiro Yamamoto, Hiroki Mori, Tetsuya Ogata	Modality Attention for Prediction-Based Robot Motion Generation: Improving Interpretability and Robustness of Using Multi-Modality.	IEEE Robotics Autom. Lett.	2023	DBLP DOI BibTeX RDF