Search results for "interpretability"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
89	Alessio Botta, Beatrice Lazzerini, Francesco Marcelloni, Dan C. Stefanescu	Context adaptation of fuzzy systems through a multi-objective evolutionary approach based on a novel interpretability index.	Soft Comput.	2009	DBLP DOI BibTeX RDF	Fuzzy partition interpretability, Multi-objective evolutionary algorithms, Fuzzy rule-based systems, Context adaptation
89	Robert St. Amant, Michael D. Dinardo, Nickie Buckner	Balancing efficiency and interpretability in an interactive statistical assistant.	IUI	2003	DBLP DOI BibTeX RDF	data mountain, navigation, efficiency, user interface design, interpretability
76	Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni	A Three-Objective Evolutionary Approach to Generate Mamdani Fuzzy Rule-Based Systems.	HAIS	2009	DBLP DOI BibTeX RDF	Accuracy-Interpretability Trade-off, Interpretability Index, Piecewise Linear Transformation, Multi-objective Evolutionary Algorithms
66	Shang-Ming Zhou, John Q. Gan	Extracting Takagi-Sugeno Fuzzy Rules with Interpretable Submodels via Regularization of Linguistic Modifiers.	IEEE Trans. Knowl. Data Eng.	2009	DBLP DOI BibTeX RDF
66	Hanli Wang, Sam Kwong, Yaochu Jin, Wei Wei, Kim-Fung Man	Agent-based evolutionary approach for interpretable rule-based knowledge extraction.	IEEE Trans. Syst. Man Cybern. Part C	2005	DBLP DOI BibTeX RDF
57	Corrado Mencar, Ciro Castiello, Anna Maria Fanelli	Interpretability Assessment of Fuzzy Rule-Based Classifiers.	WILF	2009	DBLP DOI BibTeX RDF
57	John Q. Gan, Shang-Ming Zhou	A New Fuzzy Membership Function with Applications in Interpretability Improvement of Neurofuzzy Models.	ICIC (2)	2006	DBLP DOI BibTeX RDF
56	Salvador García 0001, Alberto Fernández 0001, Julián Luengo, Francisco Herrera	A study of statistical techniques and performance measures for genetics-based machine learning: accuracy and interpretability.	Soft Comput.	2009	DBLP DOI BibTeX RDF	Non-parametric tests, Cohen’s kappa, Genetic algorithms, Classification, Interpretability, Statistical tests, Genetics-based machine learning
46	Andri Riid, Ennu Rüstern	Interpretability of Fuzzy Systems and Its Application to Process Control.	FUZZ-IEEE	2007	DBLP DOI BibTeX RDF
46	José Maria Alonso, Oscar Cordón, Serge Guillaume, Luis Magdalena	Highly Interpretable Linguistic Knowledge Bases Optimization: Genetic Tuning versus Solis-Wetts. Looking for a Good Interpretability-accuracy Trade-off.	FUZZ-IEEE	2007	DBLP DOI BibTeX RDF
46	Raffaella Guglielmann, Liliana Ironi	Generating Fuzzy Models from Deep Knowledge: Robustness and Interpretability Issues.	ECSQARU	2005	DBLP DOI BibTeX RDF
45	Rafael Alcalá, Jesús Alcalá-Fdez, Jorge Casillas, Oscar Cordón, Francisco Herrera	Hybrid learning models to get the interpretability-accuracy trade-off in fuzzy modeling.	Soft Comput.	2006	DBLP DOI BibTeX RDF	Interpretability-accuracy trade-off, Weighted linguistic rules, Tuning of membership functions, Genetic algorithms, Rule selection, Linguistic fuzzy modeling
44	Michael Botsch, Josef A. Nossek	Construction of interpretable Radial Basis Function classifiers based on the Random Forest kernel.	IJCNN	2008	DBLP DOI BibTeX RDF
44	Hisao Ishibuchi	Evolutionary Multiobjective Design of Fuzzy Rule-Based Systems.	FOCI	2007	DBLP DOI BibTeX RDF
44	Kian Hong Quah, Hiok Chai Quek	FITSK: online local learning with generic fuzzy input Takagi-Sugeno-Kang fuzzy framework for nonlinear system estimation.	IEEE Trans. Syst. Man Cybern. Part B	2006	DBLP DOI BibTeX RDF
44	Khalid El-Arini, Andrew W. Moore 0001, Ting Liu 0006	Autonomous Visualization.	PKDD	2006	DBLP DOI BibTeX RDF
35	Alessio Botta, Beatrice Lazzerini, Francesco Marcelloni, Dan C. Stefanescu	Exploiting Fuzzy Ordering Relations to Preserve Interpretability in Context Adaptation of Fuzzy Systems.	FUZZ-IEEE	2007	DBLP DOI BibTeX RDF
35	Hisao Ishibuchi, Yusuke Nojima, Isao Kuwajima	Finding Simple Fuzzy Classification Systems with High Interpretability Through Multiobjective Rule Selection.	KES (2)	2006	DBLP DOI BibTeX RDF
35	Jorge Casillas, Oscar Cordón, María José del Jesus, Francisco Herrera	Genetic tuning of fuzzy rule deep structures preserving interpretability and its interaction with fuzzy rule set reduction.	IEEE Trans. Fuzzy Syst.	2005	DBLP DOI BibTeX RDF
35	Takeshi Furuhashi	On Interpretability of Fuzzy Models.	AFSS	2002	DBLP DOI BibTeX RDF
34	José-Luis Díez, José Luis Navarro, Antonio Sala 0001	A fuzzy clustering algorithm enhancing local model interpretability.	Soft Comput.	2007	DBLP DOI BibTeX RDF	Fuzzy system identification, Interpretability, Fuzzy clustering, Local models
34	Ahmed Rebai, Alexis Joly, Nozha Boujemaa	Interpretability based interest points detection.	CIVR	2007	DBLP DOI BibTeX RDF	interpretability, symmetry, CBIR
33	Rafael Alcalá, Jesús Alcalá-Fdez, Francisco Herrera	A Proposal for the Genetic Lateral Tuning of Linguistic Fuzzy Systems and Its Interaction With Rule Selection.	IEEE Trans. Fuzzy Syst.	2007	DBLP DOI BibTeX RDF
33	Ji-Dong Li, Xuejie Zhang 0002, Yun-Shan Chen	Applying Expert Experience to Interpretable Fuzzy Classification System Using Genetic Algorithms.	FSKD (2)	2007	DBLP DOI BibTeX RDF
33	Frank Klawonn	Reducing the number of parameters of a fuzzy system using scaling functions.	Soft Comput.	2006	DBLP DOI BibTeX RDF	Fuzzy function approximation, Gradient descend, Alternating optimization
33	Pablo Carmona, Juan Luis Castro, Jose Manuel Zurita	FRIwE: fuzzy rule identification with exceptions.	IEEE Trans. Fuzzy Syst.	2004	DBLP DOI BibTeX RDF
33	Anthony N. Nguyen, Vinod Chandran, Sridha Sridharan, Robert Prandolini	Importance coding of still imagery based on importance maps of visually interpretable regions.	ICIP (3)	2001	DBLP DOI BibTeX RDF
33	Jorge Casillas, Pedro Martínez, Alicia D. Benítez	Learning consistent, complete and compact sets of fuzzy rules in conjunctive normal form for regression problems.	Soft Comput.	2009	DBLP DOI BibTeX RDF	Regression problems, Flexible fuzzy rules, Interpretability constrains, Multiobjective optimization, Genetic fuzzy systems
33	Antonio A. Márquez, Francisco Alfredo Márquez, Antonio Peregrín	Cooperation between the Inference System and the Rule Base by Using Multiobjective Genetic Algorithms.	HAIS	2008	DBLP DOI BibTeX RDF	interpretability-accuracy trade-off, Multiobjective genetic algorithms, adaptive inference system, adaptive defuzzification, rule selection, Linguistic fuzzy modeling
25	José Pereira Amorim, Pedro Henriques Abreu, João A. M. Santos, Henning Müller	Evaluating Post-hoc Interpretability with Intrinsic Interpretability.	CoRR	2023	DBLP DOI BibTeX RDF
25	Hossein Mohammadi, Krishnaprasad Thirunarayan, Lingwei Chen	CVII: Enhancing Interpretability in Intelligent Sensor Systems via Computer Vision Interpretability Index.	Sensors	2023	DBLP DOI BibTeX RDF
25	Radwa El Shawi, Youssef Sherif, Mouaz H. Al-Mallah, Sherif Sakr	Interpretability in healthcare: A comparative study of local machine learning interpretability techniques.	Comput. Intell.	2021	DBLP DOI BibTeX RDF
25	Harmanpreet Kaur, Harsha Nori, Samuel Jenkins, Rich Caruana, Hanna M. Wallach, Jennifer Wortman Vaughan	Interpreting Interpretability: Understanding Data Scientists' Use of Interpretability Tools for Machine Learning.	DaSH@KDD	2021	DBLP BibTeX RDF
25	Gintare Karolina Dziugaite, Shai Ben-David, Daniel M. Roy 0001	Enforcing Interpretability and its Statistical Impacts: Trade-offs between Accuracy and Interpretability.	CoRR	2020	DBLP BibTeX RDF
25	Harmanpreet Kaur, Harsha Nori, Samuel Jenkins, Rich Caruana, Hanna M. Wallach, Jennifer Wortman Vaughan	Interpreting Interpretability: Understanding Data Scientists' Use of Interpretability Tools for Machine Learning.	CHI	2020	DBLP DOI BibTeX RDF
25	Radwa El Shawi, Youssef Sherif, Mouaz H. Al-Mallah, Sherif Sakr	Interpretability in HealthCare A Comparative Study of Local Machine Learning Interpretability Techniques.	CBMS	2019	DBLP DOI BibTeX RDF
25	Vincent Couteaux, Olivier Nempont, Guillaume Pizaine, Isabelle Bloch	Towards Interpretability of Segmentation Networks by Analyzing DeepDreams.	iMIMIC/ML-CDS@MICCAI	2019	DBLP DOI BibTeX RDF
25	Hugo Yèche, Justin Harrison, Tess Berthier	UBS: A Dimension-Agnostic Metric for Concept Vector Interpretability Applied to Radiomics.	iMIMIC/ML-CDS@MICCAI	2019	DBLP DOI BibTeX RDF
25	Xuezhou Zhang, Sarah Tan, Paul Koch, Yin Lou, Urszula Chajewska, Rich Caruana	Interpretability is Harder in the Multiclass Setting: Axiomatic Interpretability for Multiclass Additive Models.	CoRR	2018	DBLP BibTeX RDF
25	Marta Galende-Hernández, Gregorio Ismael Sainz Palmero, Maria J. Fuente-Aparicio	Complexity reduction and interpretability improvement for fuzzy rule systems based on simple interpretability measures and indices by bi-objective evolutionary rule selection.	Soft Comput.	2012	DBLP DOI BibTeX RDF
25	María José Gacto, Rafael Alcalá, Francisco Herrera	Interpretability of linguistic fuzzy rule-based systems: An overview of interpretability measures.	Inf. Sci.	2011	DBLP DOI BibTeX RDF
25	Shang-Ming Zhou, John Q. Gan	Low-level interpretability and high-level interpretability: a unified view of data-driven interpretable fuzzy system modelling.	Fuzzy Sets Syst.	2008	DBLP DOI BibTeX RDF
24	Pablo Carmona, Juan Luis Castro	An Improved ACO Based Plug-in to Enhance the Interpretability of Fuzzy Rule Bases with Exceptions.	ANTS Conference	2008	DBLP DOI BibTeX RDF
24	Manuel Mucientes, Jorge Casillas	Quick Design of Fuzzy Controllers With Good Interpretability in Mobile Robotics.	IEEE Trans. Fuzzy Syst.	2007	DBLP DOI BibTeX RDF
24	Pablo Carmona, Juan Luis Castro	An Ant Colony Optimization plug-in to Enhance the Interpretability of Fuzzy Rule Bases with Exceptions.	Analysis and Design of Intelligent Systems using Soft Computing Techniques	2007	DBLP DOI BibTeX RDF	exceptional rules, ACO algorithm, interpretabity, Fuzzy modeling
24	Jaume Bacardit, Michael Stout, Natalio Krasnogor, Jonathan D. Hirst, Jacek Blazewicz	Coordination number prediction using learning classifier systems: performance and interpretability.	GECCO	2006	DBLP DOI BibTeX RDF	coordination number prediction, evolutionary algorithms, bioinformatics, learning classifier systems, rule induction, protein structure prediction
24	Anne Laurent, Christophe Marsala, Bernadette Bouchon-Meunier	Improvement of the Interpretability of Fuzzy Rule Based Systems: Quantifiers, Similarities and Aggregators.	Modelling with Words	2003	DBLP DOI BibTeX RDF
24	Hisao Ishibuchi, Takashi Yamamoto	Interpretability Issues in Fuzzy Genetics-Based Machine Learning for Linguistic Modelling.	Modelling with Words	2003	DBLP DOI BibTeX RDF
22	Salvatore Ruggieri	Frequent regular itemset mining.	KDD	2010	DBLP DOI BibTeX RDF	closed and free itemsets, concise representations
22	Peng Wang 0027, Haixun Wang, Majin Liu, Wei Wang 0009	An algorithmic approach to event summarization.	SIGMOD Conference	2010	DBLP DOI BibTeX RDF	event summarization, minimal description length, hidden markov model
22	Vipin Balachandran, Deepak P 0001, Deepak Khemani	Interpretable and reconfigurable clustering of document datasets by deriving word-based rules.	CIKM	2009	DBLP DOI BibTeX RDF	interpretable clustering
22	Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla	A Comparative Study of Several Genetic-Based Supervised Learning Systems.	Learning Classifier Systems in Data Mining	2008	DBLP DOI BibTeX RDF
22	Rafael Alcalá, Jesús Alcalá-Fdez, María José Gacto, Francisco Herrera	On the Usefulness of MOEAs for Getting Compact FRBSs Under Parameter Tuning and Rule Selection.	Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases	2008	DBLP DOI BibTeX RDF
22	Corrado Mencar, Arianna Consiglio, Anna Maria Fanelli	DCg: Interpretable Granulation of Data through GA-based Double Clustering.	FUZZ-IEEE	2007	DBLP DOI BibTeX RDF
22	Rui Bai, Tianyou Chai, Enjie Ma	A Novel Approach for Extraction of Fuzzy Rules Using the Neuro-fuzzy Network and Its Application in the Blending Process of Raw Slurry.	ISNN (2)	2007	DBLP DOI BibTeX RDF
22	Corrado Mencar, Arianna Consiglio, Anna Maria Fanelli	Interpretable Granulation of Medical Data with DC.	HIS	2007	DBLP DOI BibTeX RDF
22	Alberto D. Pascual-Montano, José María Carazo, Kieko Kochi, Dietrich Lehmann, Roberto D. Pascual-Marqui	Nonsmooth Nonnegative Matrix Factorization (nsNMF).	IEEE Trans. Pattern Anal. Mach. Intell.	2006	DBLP DOI BibTeX RDF	structured and very large systems, constrained optimization, pattern analysis, sparse, mining methods and algorithms, datamining, nonnegative matrix factorization, feature extraction or construction
22	Yaochu Jin, Bernhard Sendhoff, Edgar Körner	Simultaneous Generation of Accurate and Interpretable Neural Network Classifiers.	Multi-Objective Machine Learning	2006	DBLP DOI BibTeX RDF
22	Li Ma, Abdul Wahab 0001, Chai Quek	A Modified Generalized RBF Model with EM-based Learning Algorithm for Medical Applications.	CBMS	2006	DBLP DOI BibTeX RDF
22	Ranjeeth Kumar, S. Manikandan, C. V. Jawahar	Task Specific Factors for Video Characterization.	ICVGIP	2006	DBLP DOI BibTeX RDF
22	Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Jesús González 0001, Mohammed Awad	Clustering-Based TSK Neuro-fuzzy Model for Function Approximation with Interpretable Sub-models.	IWANN	2005	DBLP DOI BibTeX RDF
22	Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Mohammed Awad, Jesús González 0001	Interpretable Rule Extraction and Function Approximation from Numerical Input/Output Data Using the Modified Fuzzy TSK Model, TaSe Model.	RSFDGrC (1)	2005	DBLP DOI BibTeX RDF
22	Adriana da Costa F. Chaves, Marley M. B. R. Vellasco, Ricardo Tanscheit	Fuzzy Rule Extraction from Support Vector Machines.	HIS	2005	DBLP DOI BibTeX RDF
22	Stefan Rüping 0001	Learning with Local Models.	Local Pattern Detection	2004	DBLP DOI BibTeX RDF
22	Claudio Moraga	A Metasemantics to Refine Fuzzy If-Then Rules.	ISMVL	2004	DBLP DOI BibTeX RDF
22	J. Ross Quinlan	Some Elements of Machine Learning (Extended Abstract).	ILP	1999	DBLP DOI BibTeX RDF
22	William W. Gaver, Mark Blythe, Andy Boucher 0002, Nadine Jarvis, John Bowers 0001, Peter C. Wright	The prayer companion: openness and specificity, materiality and spirituality.	CHI	2010	DBLP DOI BibTeX RDF	spirituality, interaction design, interpretability, materiality, older people, research through design
22	Pietari Pulkkinen	A Multiobjective Genetic Fuzzy System for Obtaining Compact and Accurate Fuzzy Classifiers with Transparent Fuzzy Partitions.	ICMLA	2009	DBLP DOI BibTeX RDF	Interpretability, Accuracy, Genetic fuzzy systems, Fuzzy classifiers
22	Ansaf Salleb-Aouissi, Bert Huang, David L. Waltz	Discovering Characterization Rules from Rankings.	ICMLA	2009	DBLP DOI BibTeX RDF	Characterization rules, Ranking, Interpretability
22	Krzysztof Cpalka, Olga Yu. Rebrova, Leszek Rutkowski	A New Method for Complexity Reduction of Neuro-fuzzy Systems with Application to Differential Stroke Diagnosis.	ICANN (2)	2009	DBLP DOI BibTeX RDF	logical neuro-fuzzy systems, stroke diagnosis, fuzzy logic, interpretability, reduction, merging
22	Limin Jia 0002, Ruyan Zhang, Yong Zhang, Zongyi Xing, Guoqiang Cai	Approach of Fuzzy Classification Based on Hybrid Co-Evolution Algorithm.	NCM (2)	2008	DBLP DOI BibTeX RDF	fuzzy classification systems, Co-evolution algorithm, genetic algorithms, interpretability, fuzzy clustering
22	Tatiane Marques Nogueira, Heloisa de Arruda Camargo	Context-Sensitive Clustering in the Design of Fuzzy Models.	HIS	2008	DBLP DOI BibTeX RDF	Conditional Fuzzy Clustering, Interpretability, Fuzzy Modeling
22	Pietro Ducange, Rafael Alcalá, Francisco Herrera, Beatrice Lazzerini, Francesco Marcelloni	Knowledge Base Learning of Linguistic Fuzzy Rule-Based Systems in a Multi-objective Evolutionary Framework.	HAIS	2008	DBLP DOI BibTeX RDF	Multi-objective learning, accuracy-interpretability trade-off
22	José Maria Alonso, Luis Magdalena, Serge Guillaume, Miguel Ángel Sotelo, Luis Miguel Bergasa, Manuel Ocaña, Ramón Flores	Knowledge-based Intelligent Diagnosis of Ground Robot Collision with Non Detectable Obstacles.	J. Intell. Robotic Syst.	2007	DBLP DOI BibTeX RDF	accuracy-interpretability tradeoff, expert and induced knowledge, fuzzy logic, mobile robot
22	Mario Drobics, Johannes Himmelbauer	Creating comprehensible regression models.	Soft Comput.	2007	DBLP DOI BibTeX RDF	Fuzzy regression trees, Regularization, Interpretability, Inductive learning
22	Rafael Alcalá, Jesús Alcalá-Fdez, María José Gacto, Francisco Herrera	Rule Base Reduction and Genetic Tuning of Fuzzy Systems Based on the Linguistic 3-tuples Representation.	Soft Comput.	2007	DBLP DOI BibTeX RDF	Interpretability-accuracy trade-off, Evolutionary tuning, Linguistic 3-tuples representation, Rule selection, Linguistic fuzzy modeling
22	Corrado Mencar, Arianna Consiglio, Giovanna Castellano, Anna Maria Fanelli	Improving the Classification Ability of DC* Algorithm.	WILF	2007	DBLP DOI BibTeX RDF	DC*, Fuzzy Information Granulation, Interpretability
22	Edwin D. de Jong, Jordan B. Pollack	Multi-Objective Methods for Tree Size Control.	Genet. Program. Evolvable Mach.	2003	DBLP DOI BibTeX RDF	variable size representations, Genetic programming, multi-objective optimization, interpretability, Pareto optimality, bloat, code growth
22	Achim Blumensath, Erich Grädel	Automatic Structures.	LICS	2000	DBLP DOI BibTeX RDF	definability vs. complexity, logic, interpretability, Automata
13	Samar Bouazizi, Hela Ltifi	Enhancing accuracy and interpretability in EEG-based medical decision making using an explainable ensemble learning framework application for stroke prediction.	Decis. Support Syst.	2024	DBLP DOI BibTeX RDF
13	Mahboobeh Norouzi, Shehroz S. Khan, Ahmed Ashraf	VolPAM: Volumetric Phenotype-Activation-Map for data-driven discovery of 3D imaging phenotypes and interpretability.	Neural Comput. Appl.	2024	DBLP DOI BibTeX RDF
13	César Vaca, Manuel Astorgano, Alfonso José López Rivero, Fernando Tejerina, Benjamín Sahelices	Interpretability of deep learning models in analysis of Spanish financial text.	Neural Comput. Appl.	2024	DBLP DOI BibTeX RDF
13	Zhichao Wu, Xin Yang, Xiaopeng Wei, Peijun Yuan, Yuanping Zhang, Jianming Bai	A self-supervised anomaly detection algorithm with interpretability.	Expert Syst. Appl.	2024	DBLP DOI BibTeX RDF
13	Joaquín Figueroa Barraza, Enrique López Droguett, Marcelo Ramos Martins 0001	FS-SCF network: Neural network interpretability based on counterfactual generation and feature selection for fault diagnosis.	Expert Syst. Appl.	2024	DBLP DOI BibTeX RDF
13	Ilia Stepin, Muhammad Suffian Nizami, Alejandro Catalá, Jose Maria Alonso-Moral	How to Build Self-Explaining Fuzzy Systems: From Interpretability to Explainability [AI-eXplained].	IEEE Comput. Intell. Mag.	2024	DBLP DOI BibTeX RDF
13	Kaiyuan Bai, Wenyu Zhang 0002, Shiping Wen 0001, Chaoyue Zhao, Weiye Meng, Yu Zeng, Dan Jia	A data-knowledge-driven interval type-2 fuzzy neural network with interpretability and self-adaptive structure.	Inf. Sci.	2024	DBLP DOI BibTeX RDF
13	Ioannis Romanelis, Vlassis Fotis, Konstantinos Moustakas, Adrian Munteanu 0001	ExpPoint-MAE: Better Interpretability and Performance for Self-Supervised Point Cloud Transformers.	IEEE Access	2024	DBLP DOI BibTeX RDF
13	David Cemernek, Shafaq Siddiqi, Roman Kern	Effects of Class Imbalance Countermeasures on Interpretability.	IEEE Access	2024	DBLP DOI BibTeX RDF
13	Yasmine Khalid Zamil, Nasrollah Moghaddam Charkari	Combating Fake News on Social Media: A Fusion Approach for Improved Detection and Interpretability.	IEEE Access	2024	DBLP DOI BibTeX RDF
13	Beigeng Zhao, Rui Song, Xu Guo, Lizhi Yu	Bridging Interpretability and Performance: Enhanced Machine Learning-Based Prediction of Hematoma Expansion Post-Stroke via Comprehensive Feature Selection.	IEEE Access	2024	DBLP DOI BibTeX RDF
13	Alan Q. Wang, Batuhan K. Karaman, Heejong Kim, Jacob Rosenthal, Rachit Saluja, Sean I. Young, Mert R. Sabuncu	A Framework for Interpretability in Machine Learning for Medical Imaging.	IEEE Access	2024	DBLP DOI BibTeX RDF
13	Liang Guo 0001, Xi Gu, Yaoxiang Yu, Andongzhe Duan, Hongli Gao	An Analysis Method for Interpretability of Convolutional Neural Network in Bearing Fault Diagnosis.	IEEE Trans. Instrum. Meas.	2024	DBLP DOI BibTeX RDF
13	Man Zhang, Yue Li 0003, Yuxing Zhao, Yibo Wang	A Dual Attention Denoising Network for DAS VSP Signal Recovery and Its Interpretability Analysis.	IEEE Trans. Geosci. Remote. Sens.	2024	DBLP DOI BibTeX RDF
13	Reyhaneh Jabbarvand, Saeid Tizpaz-Niari, Earl T. Barr, Satish Chandra 0001	Summary of the 1st Interpretability and Robustness in Neural Software Engineering (InteNSE 2023).	ACM SIGSOFT Softw. Eng. Notes	2024	DBLP DOI BibTeX RDF
13	Wandile Nhlapho, Marcellin Atemkeng, Yusuf Brima, Jean Claude Ndogmo	Bridging the Gap: Exploring Interpretability in Deep Learning Models for Brain Tumor Detection and Diagnosis from MRI Images.	Inf.	2024	DBLP DOI BibTeX RDF
13	Leon Kopitar, Iztok Fister Jr., Gregor Stiglic	Using Generative AI to Improve the Performance and Interpretability of Rule-Based Diagnosis of Type 2 Diabetes Mellitus.	Inf.	2024	DBLP DOI BibTeX RDF
13	Hayat Sahlaoui, El Arbi Abdellaoui Alaoui, Said Agoujil, Anand Nayyar	An empirical assessment of smote variants techniques and interpretation methods in improving the accuracy and the interpretability of student performance models.	Educ. Inf. Technol.	2024	DBLP DOI BibTeX RDF
13	Zhanyu Xu, Haibo Liao, Liuliu Huang, Qingfeng Chen, Wei Lan, Shikang Li	IBPGNET: lung adenocarcinoma recurrence prediction based on neural network interpretability.	Briefings Bioinform.	2024	DBLP DOI BibTeX RDF
13	Gian-Gabriel P. Garcia, Lauren N. Steimle, Wesley J. Marrero, Jeremy B. Sussman	Interpretable Policies and the Price of Interpretability in Hypertension Treatment Planning.	Manuf. Serv. Oper. Manag.	2024	DBLP DOI BibTeX RDF
13	Xin Zhou 0008, Chunyan Miao	Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation With Interpretability.	IEEE Trans. Multim.	2024	DBLP DOI BibTeX RDF