Search Results - "HAYASHI, Yoichi" :: K.UTB vyhledávací portál

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The Right Direction Needed to Develop White-Box Deep Learning in Radiology, Pathology, and Ophthalmology: A Short Review

by Hayashi, Yoichi
Published in Frontiers in robotics and AI (16.04.2019)

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Black Box Nature of Deep Learning for Digital Pathology: Beyond Quantitative to Qualitative Algorithmic Performances

by Hayashi, Yoichi
Published in Artificial Intelligence and Machine Learning for Digital Pathology (2020)

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Application of a rule extraction algorithm family based on the Re-RX algorithm to financial credit risk assessment from a Pareto optimal perspective

by Hayashi, Yoichi
Published in Operations Research Perspectives (2016)

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New unified insights on deep learning in radiological and pathological images: Beyond quantitative performances to qualitative interpretation

by Hayashi, Yoichi
Published in Informatics in medicine unlocked (2020)

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Detection of Lower Albuminuria Levels and Early Development of Diabetic Kidney Disease Using an Artificial Intelligence-Based Rule Extraction Approach

by Hayashi, Yoichi
Published in Diagnostics (Basel) (29.09.2019)

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Characterization of Symbolic Rules Embedded in Deep DIMLP Networks: A Challenge to Transparency of Deep Learning

by Bologna, Guido, Hayashi, Yoichi
Published in Journal of Artificial Intelligence and Soft Computing Research (01.10.2017)

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Effects of two types of distractions on ratings of perceived exertion and affective response during acute high-intensity cycling exercise for fair cardiorespiratory fitness level in men

by Wakatabe, Shun, Hayashi, Yoichi
Published in The Journal of Physical Fitness and Sports Medicine (25.09.2024)

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Volumetric brain tumour detection from MRI using visual saliency

by Mitra, Somosmita, Banerjee, Subhashis, Hayashi, Yoichi
Published in PloS one (02.11.2017)

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Rule extraction using Recursive-Rule extraction algorithm with J48graft combined with sampling selection techniques for the diagnosis of type 2 diabetes mellitus in the Pima Indian dataset

by Hayashi, Yoichi, Yukita, Shonosuke
Published in Informatics in medicine unlocked (2016)

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QSVM: A Support Vector Machine for Rule Extraction

by Bologna, Guido, Hayashi, Yoichi
Published in Advances in Computational Intelligence

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Book Chapter

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A Novel GBM Saliency Detection Model Using Multi-Channel MRI

by Banerjee, Subhashis, Mitra, Sushmita, Shankar, B Uma, Hayashi, Yoichi
Published in PloS one (11.01.2016)

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High Accuracy-priority Rule Extraction for Reconciling Accuracy and Interpretability in Credit Scoring

by Hayashi, Yoichi, Oishi, Tatsuhiro
Published in New generation computing (01.10.2018)

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Why Do Tree Ensemble Approximators Not Outperform the Recursive-Rule eXtraction Algorithm?

by Onishi, Soma, Nishimura, Masahiro, Fujimura, Ryota, Hayashi, Yoichi
Published in Machine learning and knowledge extraction (01.03.2024)

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Browser Fingerprint Coding Methods Increasing the Effectiveness of User Identification in the Web Traffic

by Gabryel, Marcin, Grzanek, Konrad, Hayashi, Yoichi
Published in Journal of Artificial Intelligence and Soft Computing Research (01.10.2020)

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The influeninfluence of external load on the ability to control elbow joint angle

by WAKATABE, Shun, HAYASHI, Yoichi
Published in Taiikugaku kenkyu (Japan Journal of Physical Education, Health and Sport Sciences) (2021)

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A Comparison Study on Rule Extraction from Neural Network Ensembles, Boosted Shallow Trees, and SVMs

by Bologna, Guido, Hayashi, Yoichi
Published in Applied Computational Intelligence and Soft Computing (01.01.2018)

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Output Voltage Error Compensation for Every Half of a Carrier Period in a Voltage Source Inverter

by Daido, Tetsuji, Hayashi, Yoichi
Published in IEEJ JOURNAL OF INDUSTRY APPLICATIONS (01.01.2019)

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A Rule Extraction Study from SVM on Sentiment Analysis

by Bologna, Guido, Hayashi, Yoichi
Published in Big data and cognitive computing (02.03.2018)

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Comparison of running speed grading ability of junior-high-school football players at different levels of soccer performance

by SUGAYA, Ryosuke, WAKATABE, Shun, HAYASHI, Yoichi
Published in Human Performance Measurement (2023)

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Comparison of running speed grading ability of junior-high-school football players at different levels of soccer performance

by SUGAYA, Ryosuke, WAKATABE, Shun, HAYASHI, Yoichi
Published in Human Performance Measurement (2023)

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