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INFORMATION SCIENCES, ISSN 0020-0255, 09/2019, Volume 496, pp. 198 - 211
The traditional machine learning paradigm focuses on optimizing an objective. This task of optimization is carried out by adjusting the free parameters of a... 
Anti-training | Model selection | COMPUTER SCIENCE, INFORMATION SYSTEMS | CLASSIFICATION | Multi-objective optimization | SELECTION | CLASSIFIERS | Analysis | Algorithms | Machine learning
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 04/2016, Volume 17
Traditionally the machine-learning community has viewed the No Free Lunch (NFL) theorems for search and optimization as a limitation. We review, analyze, and... 
No Free Lunch | Sacrificial data | Meta optimization | Anti-training | Optimization | Machine learning | SEARCH | Meta Optimization | Machine Learning | VIEW | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | AntiTraining | Sacrificial Data
Journal Article
Applied Soft Computing Journal, ISSN 1568-4946, 11/2014, Volume 24, pp. 889 - 899
[Display omitted] •An optimal motion planning method for computer-assisted surgical training is developed and validated in the paper.•The method generates... 
Laparoscopic surgery | Computer-assisted surgical training | Optimal motion planning | Performance assessment | IMPACT | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | OPERATING-ROOM | MIST-VR | PERFORMANCE | SKILLS | FEEDBACK | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Surgery | Methods
Journal Article
Magazine Article
Information Sciences, ISSN 0020-0255, 09/2019, Volume 496, pp. 198 - 211
The traditional machine learning paradigm focuses on optimizing an objective. This task of optimization is carried out by adjusting the free parameters of a... 
Anti-training | Model selection | Multi-objective optimization
Journal Article
Applied Soft Computing Journal, ISSN 1568-4946, 2011, Volume 11, Issue 4, pp. 3697 - 3708
Effective training is the key to minimizing the dangers of minimally invasive surgery (MIS). At present, the assessment of laparoscopic skills relies on the... 
Fuzzy logic | Surgical training systems | Membership functions | Objective assessment | Knowledge elicitation | Minimally invasive surgery (MIS) | SURGERY | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | TECHNICAL SKILLS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
IEEE Software, ISSN 0740-7459, 01/2018, Volume 35, Issue 1, pp. 38 - 43
Medical devices are complex cyber-physical systems incorporating emergent hardware and software components. However, this complexity leads to a wide attack... 
Cloud computing | Medical devices | software development | Cyber-physical systems | risk assessment and management | Runtime | medical-device security | Pacemakers | threat estimation | software engineering | Safety | Risk management | Computer security | COMPUTER SCIENCE, SOFTWARE ENGINEERING
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2018, Volume 10672, pp. 372 - 379
Conference Proceeding
International Journal of Internet and Enterprise Management, ISSN 1476-1300, 01/2009, Volume 6, Issue 1, pp. 31 - 40
The Nash bargaining solution of oligopolies is introduced, and agent-based simulation model and procedure are developed, in which the firms are able to learn... 
Journal Article
Journal of Laparoendoscopic & Advanced Surgical Techniques, ISSN 1092-6429, 09/2014, Volume 24, Issue 9, pp. 656 - 659
Introduction: The objective of this study was to determine whether or not a navigation grid (NG) with a coordinate system overlaid on a laparoscopic display... 
Technical Reports | SURGERY | OPERATING-ROOM | BASIC SURGICAL TRAINEES | SUPPORTING AIDS | PERFORMANCE | SKILLS | COMMUNICATION | Cross-Over Studies | Education, Premedical | Laparoscopy - methods | Humans | Education, Medical, Undergraduate | Female | Male | Surgical Instruments | Random Allocation | Communication | Laparoscopy - education
Journal Article
HIGHER SCHOOL’S PULSE, ISSN 2080-2021, 05/2017, Volume 11, Issue 1, pp. 10 - 14
Niniejszy artykuł opisuje możliwości i strategie tworzenia programów badawczych z zewnętrznym finansowaniem na amerykańskich uczelniach w dziedzinach ścisłych... 
Journal Article
HEALTHINF 2016 - 9th International Conference on Health Informatics, Proceedings; Part of 9th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2016, 2016, pp. 533 - 541
Conference Proceeding
Medical Science Pulse, ISSN 2544-1558, 2017, Volume 11, Issue 1, pp. 10 - 14
This informational article discusses opportunities and strategies for how to develop an externally funded researchprogram in the American academic environment,... 
Health and medicine and law
Journal Article
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 10/2016, pp. 002230 - 002235
A simple and robust fuzzy logic controller with a forbidden region virtual fixture is proposed for a haptic guidance system developed to assist in... 
Training | Instruments | Fixtures | Force | Surgical Training | Surgery | Virtual fixtures | Laparoscopy | Haptic Guidance | Haptic interfaces | Electron tubes | Fuzzy Logic Controller
Conference Proceeding
Intelligent Automation and Soft Computing, ISSN 1079-8587, 2019, pp. 1 - 1
Journal Article
Intelligent Automation and Soft Computing, ISSN 1079-8587, 2019, pp. 1 - 1
Journal Article
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