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ACM Computing Surveys (CSUR), ISSN 0360-0300, 01/2019, Volume 51, Issue 5, pp. 1 - 42
In recent years, many accurate decision support systems have been constructed as black boxes, that is as systems that hide their internal logic to the user.... 
explanations | interpretability | Open the black box | transparent models | Transparent Models | Explanations | Interpretability | Open The Black Box | EXPLANATION | DEEP NEURAL-NETWORKS | RULE EXTRACTION | AUTOMATED DECISION-MAKING | COMPUTER SCIENCE, THEORY & METHODS | PREDICTION | CLASSIFIERS | Support systems | Control systems | Accuracy | Mathematical models | Black boxes | Classification
Journal Article
Optical Engineering, ISSN 0091-3286, 4/2018, Volume 57, Issue 4, pp. 043108 - 043108
Image compression is an important component in modern imaging systems as the volume of the raw data collected is increasing. To reduce the volume of data while... 
National Imagery Interpretability Rating Scale | image interpretability | lossy compression | general image quality equation | OPTICS | QUALITY EQUATION
Journal Article
International Journal of Approximate Reasoning, ISSN 0888-613X, 2009, Volume 51, Issue 1, pp. 115 - 134
Interpretability is acknowledged as the main advantage of fuzzy systems and it should be given a main role in fuzzy modeling. Classical systems are viewed as... 
Accuracy–interpretability trade-off | Fuzzy modeling | Interpretability assessment | Accuracy-interpretability trade-off | INFERENCE SYSTEMS | ACCURACY TRADE-OFF | MINUS 2 | INFORMATION | LOGIC | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | MODELS | NUMBER 7 | RULES | IMPROVEMENTS | PLUS
Journal Article
IEEE Transactions on Fuzzy Systems, ISSN 1063-6706, 1/2020, pp. 1 - 1
Hierarchical fuzzy systems (HFSs) have been shown to have the potential to improve the interpretability of fuzzy logic systems (FLSs). However, challenges... 
Fuzzy Logic Systems | Participatory design | Interpretability assessments | Hierarchical Fuzzy Systems
Journal Article
International Journal of Computer Vision, ISSN 0920-5691, 2019, Volume PP, Issue 99
Conventional decision trees have a number of favorable properties, including a small computational footprint, interpretability, and the ability to learn from... 
Decision forests | End-to-end learning | Interpretability | Efficient inference
Journal Article
Information Sciences, ISSN 0020-0255, 08/2013, Volume 239, pp. 142 - 153
A tree-ensemble method, referred to as time series forest (TSF), is proposed for time series classification. TSF employs a combination of entropy gain and a... 
Entrance gain | Interpretability | Time series classification | Decision tree | Ensemble | Large margin | COMPUTER SCIENCE, INFORMATION SYSTEMS
Journal Article
Neurocomputing, ISSN 0925-2312, 01/2020
Journal Article
Information Sciences, ISSN 0020-0255, 2010, Volume 180, Issue 8, pp. 1183 - 1200
Journal Article
Engineering Applications of Artificial Intelligence, ISSN 0952-1976, 03/2020, Volume 89, p. 103417
Thanks to its algorithmic performances, PSO algorithm becomes a popular tune tool for fuzzy systems in literature. However, it still encounters many... 
Automatic learning | Mamdani fuzzy system | Semantic interpretability | Optimization | PSO algorithm
Journal Article
Fuzzy Sets and Systems, ISSN 0165-0114, 06/2016, Volume 292, pp. 307 - 317
This paper investigates the question of the interpretability of fuzzy linguistic summaries, both at the sentence level and at the summary level, seen as a set... 
Fuzzy linguistic summaries | Interpretability | Generalised protoform | Summary consistency
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 01/2020, p. 105436
Journal Article
Frontiers in Psychology, ISSN 1664-1078, 2018, Volume 8
Journal Article
Applied Soft Computing, ISSN 1568-4946, 01/2016, Volume 38, pp. 118 - 133
Journal Article