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232 results on '"Cimler, Richard"'

1. Critical Review for One-class Classification: recent advances and the reality behind them

Author

Hayashi, Toshitaka, Cimr, Dalibor, Fujita, Hamido, and Cimler, Richard

Subjects
Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition
Abstract

This paper offers a comprehensive review of one-class classification (OCC), examining the technologies and methodologies employed in its implementation. It delves into various approaches utilized for OCC across diverse data types, such as feature data, image, video, time series, and others. Through a systematic review, this paper synthesizes promi-nent strategies used in OCC from its inception to its current advance-ments, with a particular emphasis on the promising application. Moreo-ver, the article criticizes the state-of-the-art (SOTA) image anomaly de-tection (AD) algorithms dominating one-class experiments. These algo-rithms include outlier exposure (binary classification) and pretrained model (multi-class classification), conflicting with the fundamental con-cept of learning from one class. Our investigation reveals that the top nine algorithms for one-class CIFAR10 benchmark are not OCC. We ar-gue that binary/multi-class classification algorithms should not be com-pared with OCC.

Published
2024

6. Participatory development of an mHealth intervention delivered in general practice to increase physical activity and reduce sedentary behaviour of patients with prediabetes and type 2 diabetes (ENERGISED)

Author

Novak, Jan, Jurkova, Katerina, Lojkaskova, Anna, Jaklova, Andrea, Kuhnova, Jitka, Pfeiferova, Marketa, Kral, Norbert, Janek, Michael, Omcirk, Dan, Malisova, Katerina, Maes, Iris, Dyck, Delfien Van, Wahlich, Charlotte, Ussher, Michael, Elavsky, Steriani, Cimler, Richard, Pelclova, Jana, Tufano, James J., Steffl, Michal, Seifert, Bohumil, Yates, Tom, Harris, Tess, and Vetrovsky, Tomas

Published
2024
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9. mHealth intervention delivered in general practice to increase physical activity and reduce sedentary behaviour of patients with prediabetes and type 2 diabetes (ENERGISED): rationale and study protocol for a pragmatic randomised controlled trial

Author

Vetrovsky, Tomas, Kral, Norbert, Pfeiferova, Marketa, Kuhnova, Jitka, Novak, Jan, Wahlich, Charlotte, Jaklova, Andrea, Jurkova, Katerina, Janek, Michael, Omcirk, Dan, Capek, Vaclav, Maes, Iris, Steffl, Michal, Ussher, Michael, Tufano, James J., Elavsky, Steriani, Van Dyck, Delfien, Cimler, Richard, Yates, Tom, Harris, Tess, and Seifert, Bohumil

Published
2023
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23. Participatory development of an mHealth intervention delivered in general practice to increase physical activity and reduce sedentary behaviour of patients with prediabetes and type 2 diabetes (ENERGISED)

Author

Novak, Jan, primary, Jurkova, Katerina, additional, Lojkaskova, Anna, additional, Jaklova, Andrea, additional, Kuhnova, Jitka, additional, Pfeiferova, Marketa, additional, Kral, Norbert, additional, Janek, Michael, additional, Omcirk, Dan, additional, Malisova, Katerina, additional, Maes, Iris, additional, Dyck, Delfien Van, additional, Wahlich, Charlotte, additional, Ussher, Michael, additional, Elavsky, Steriani, additional, Cimler, Richard, additional, Pelclova, Jana, additional, Tufano, James J, additional, Steffl, Michal, additional, Seifert, Bohumil, additional, Yates, Tom, additional, Harris, Tess, additional, and Vetrovsky, Tomas, additional

Published
2024
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26. Advances in the concept of functional foods and feeds: applications of cinnamon and turmeric as functional enrichment ingredients

Author

Kumar, Harsh, primary, Dhalaria, Rajni, additional, Guleria, Shivani, additional, Sharma, Ruchi, additional, Cimler, Richard, additional, Dhanjal, Daljeet Singh, additional, Chopra, Chirag, additional, Kumar, Vijay, additional, Manickam, Sivakumar, additional, Siddiqui, Shahida Anusha, additional, Kaur, Talwinder, additional, Verma, Narinder, additional, Kumar Pathera, Ashok, additional, and Kuča, Kamil, additional

Published
2023
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27. Non-edible fruit seeds: nutritional profile, clinical aspects, and enrichment in functional foods and feeds

Author

Kumar, Harsh, primary, Dhalaria, Rajni, additional, Guleria, Shivani, additional, Sharma, Ruchi, additional, Kumar, Dinesh, additional, Verma, Rachna, additional, Cruz-Martins, Natália, additional, Dhanjal, Daljeet Singh, additional, Chopra, Chirag, additional, Kaur, Talwinder, additional, Kumar, Vijay, additional, Siddiqui, Shahida Anusha, additional, Manickam, Sivakumar, additional, Cimler, Richard, additional, and Kuca, Kamil, additional

Published
2023
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29. Automation System Architecture for a Smart Hotel

Author

Stepan, Jan, Cimler, Richard, Krejcar, Ondrej, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Nguyen, Ngoc Thanh, editor, Pimenidis, Elias, editor, Khan, Zaheer, editor, and Trawiński, Bogdan, editor

Published
2018
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30. Optimized Algorithm for Node Address Assigning in a Large-Scale Smart Automation Environment

Author

Sec, David, Cimr, Dalibor, Stepan, Jan, Cimler, Richard, Kuhnova, Jitka, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Nguyen, Ngoc Thanh, editor, Pimenidis, Elias, editor, Khan, Zaheer, editor, and Trawiński, Bogdan, editor

Published
2018
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31. A System to Evaluate an Air-Strike Threat Level Using Fuzzy Methods

Author

Cimr, Dalibor, Tomaskova, Hana, Cimler, Richard, Kuhnova, Jitka, Slouf, Vlastimil, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Nguyen, Ngoc Thanh, editor, Pimenidis, Elias, editor, Khan, Zaheer, editor, and Trawiński, Bogdan, editor

Published
2018
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32. System for Detailed Monitoring of Dog’s Vital Functions

Author

Sec, David, Matyska, Jan, Klimova, Blanka, Cimler, Richard, Kuhnova, Jitka, Studnicka, Filip, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Nguyen, Ngoc Thanh, editor, Pimenidis, Elias, editor, Khan, Zaheer, editor, and Trawiński, Bogdan, editor

Published
2018
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33. Agent-Based Model of Ancient Siege Tactics

Author

Dolezal, Ondrej, Kakrda, Petr, Cimler, Richard, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Nguyen, Ngoc Thanh, editor, Hoang, Duong Hung, editor, Hong, Tzung-Pei, editor, Pham, Hoang, editor, and Trawiński, Bogdan, editor

Published
2018
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34. Voice Recognition Software on Embedded Devices

Author

Vojtas, Pavel, Stepan, Jan, Sec, David, Cimler, Richard, Krejcar, Ondrej, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Nguyen, Ngoc Thanh, editor, Hoang, Duong Hung, editor, Hong, Tzung-Pei, editor, Pham, Hoang, editor, and Trawiński, Bogdan, editor

Published
2018
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37. Wildlife Presence Detection Using the Affordable Hardware Solution and an IR Movement Detector

Author

Stepan, Jan, Danicek, Matej, Cimler, Richard, Matyska, Jan, Krejcar, Ondrej, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Nguyen, Ngoc Thanh, editor, Papadopoulos, George A., editor, Jędrzejowicz, Piotr, editor, Trawiński, Bogdan, editor, and Vossen, Gottfried, editor

Published
2017
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38. Towards Device Interoperability in an Heterogeneous Internet of Things Environment

Author

Pscheidl, Pavel, Cimler, Richard, Tomášková, Hana, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Nguyen, Ngoc Thanh, editor, Papadopoulos, George A., editor, Jędrzejowicz, Piotr, editor, Trawiński, Bogdan, editor, and Vossen, Gottfried, editor

Published
2017
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39. Lightweight Protocol for M2M Communication

Author

Stepan, Jan, Cimler, Richard, Matyska, Jan, Sec, David, Krejcar, Ondrej, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Nguyen, Ngoc Thanh, editor, Papadopoulos, George A., editor, Jędrzejowicz, Piotr, editor, Trawiński, Bogdan, editor, and Vossen, Gottfried, editor

Published
2017
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40. Novel Effective Algorithm for Synchronization Problem in Directed Graph

Author

Cimler, Richard, Cimr, Dalibor, Kuhnova, Jitka, Tomaskova, Hana, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Nguyen, Ngoc Thanh, editor, Papadopoulos, George A., editor, Jędrzejowicz, Piotr, editor, Trawiński, Bogdan, editor, and Vossen, Gottfried, editor

Published
2017
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44. Decision Support Biomedical Application Based on Consistent Optimization of Preference Matrices

Author

Cimler, Richard, Gavalec, Martin, Mls, Karel, Ponce, Daniela, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Nguyen, Ngoc Thanh, editor, Iliadis, Lazaros, editor, Manolopoulos, Yannis, editor, and Trawiński, Bogdan, editor

Published
2016
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45. Exploration of Autoimmune Diseases Using Multi-agent Systems

Author

Cimler, Richard, Husáková, Martina, Koláčková, Martina, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Nguyen, Ngoc Thanh, editor, Iliadis, Lazaros, editor, Manolopoulos, Yannis, editor, and Trawiński, Bogdan, editor

Published
2016
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46. Comparison of RUST and C# as a Tool for Creation of a Large Agent-Based Simulation for Population Prediction of Patients with Alzheimer’s Disease in EU

Author

Cimler, Richard, Doležal, Ondřej, Pscheidl, Pavel, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Nguyen, Ngoc Thanh, editor, Iliadis, Lazaros, editor, Manolopoulos, Yannis, editor, and Trawiński, Bogdan, editor

Published
2016
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48. Security Aspects of Cloud Based Mobile Health Care Application

Author

Cimler, Richard, Matyska, Jan, Balik, Ladislav, Horalek, Josef, Sobeslav, Vladimir, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Coulson, Geoffrey, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin (Sherman), Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert, Series editor, Vinh, Phan Cong, editor, Vassev, Emil, editor, and Hinchey, Mike, editor

Published
2015
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