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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
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2018, Volume 11212, pp. 122 - 138
Conference Proceeding
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2016, Volume 9910, pp. 241 - 257
Conference Proceeding
Journal of Symbolic Computation, ISSN 0747-7171, 10/2019
Journal Article
Biotechnology and Bioengineering, ISSN 0006-3592, 08/2017, Volume 114, Issue 8, pp. 1733 - 1743
Journal Article
Environmental Science & Technology, ISSN 0013-936X, 06/2015, Volume 49, Issue 12, pp. 7073 - 7081
Biodegradation is one of the most favored and sustainable means of removing organic pollutants from contaminated aquifers but the major steering factors are... 
Biodegradation, Environmental | Bacteria - metabolism | Oxidation-Reduction | Groundwater - microbiology | Water Pollutants, Chemical - analysis | Electrons
Journal Article
Computational Methods in Applied Sciences, ISSN 1871-3033, 2019, Volume 49, pp. 513 - 527
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2014, Volume 8349, pp. 1 - 25
Conference Proceeding
Chemistry – A European Journal, ISSN 0947-6539, 09/2017, Volume 23, Issue 53, pp. 12985 - 12990
Currently, no unequivocal evidence is given for elucidation of “black box” during the structural transformations of dynamic crystalline materials. Here, three... 
coordination polymers | structural transformations | dynamic crystals | mechanism | substituent effects | Single crystals | Optical microscopy | Crystal lattices | Microprocessors | Microscopy | Recrystallization | Crystals | X-ray diffraction | Transformations | Black boxes | Microscopes | Crystal structure
Journal Article
Journal of Chemical Information and Modeling, ISSN 1549-9596, 11/2018, Volume 58, Issue 11, pp. 2203 - 2213
Journal Article
AIChE Journal, ISSN 0001-1541, 09/2016, Volume 62, Issue 9, pp. 3124 - 3136
Modern nonlinear programming solvers can be utilized to solve very large scale problems in chemical engineering. However, these methods require fully open... 
mathematical modeling | multiscale modeling | nonlinear programming | optimization | trust region methods | ENGINEERING, CHEMICAL | NONLINEAR PROGRAMS | MODELS | ALGORITHM | FRAMEWORK | SYSTEMS | FLOWSHEET OPTIMIZATION | Analysis | Methods | Algorithms | Chemical engineering | Nonlinear programming | Mathematical analysis | Glass | Solvers | Mathematical models | Derivatives | Black boxes | Optimization
Journal Article
IOP Conference Series: Materials Science and Engineering, ISSN 1757-8981, 11/2018, Volume 450, Issue 4
Conference Proceeding
Journal of Separation Science, ISSN 1615-9306, 04/2019, Volume 42, Issue 8, pp. 1644 - 1657
Journal Article
AIChE Journal, ISSN 0001-1541, 11/2018, Volume 64, Issue 11, pp. 3934 - 3943
Journal Article
Proceedings of the forty-third annual ACM symposium on theory of computing, ISSN 0737-8017, 06/2011, pp. 99 - 108
An argument system for NP is succinct, if its communication complexity is polylogarithmic the instance and witness sizes. The seminal works of Kilian '92 and... 
black-box separation | computationally sound proofs
Conference Proceeding
Journal of Chemical Theory and Computation, ISSN 1549-9618, 12/2017, Volume 13, Issue 12, p. 6078
We demonstrate that a broad class of excited state variational principles is not size consistent. In light of this difficulty, we develop and test an approach... 
Mathematical analysis | Black boxes | Variational principles
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 12/2016, Volume 10001, pp. 571 - 589
Journal Article
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