  Thesis title |
Year of announcement |
Year of defence |
Thesis type | Thesis discipline | Supervisor |
Author |
Announced |
Assigned | Department | Faculty | |
 |
Accelerating evolutionary algorithms by means of neural networks | 2023/2024 | diploma thesis | I, IDMO, IDMP, ISDP, ISWSP, ITI, ITIP, IUI, IUIP, MPMSE, MPSP, MPSPMS, MPSPN, MPSPTP | prof. RNDr. Ing. Martin Holeňa, CSc. | 05.09.2023 | Ne | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF | ||
|
Transfer learning in black-box optimization | 2023/2024 | diploma thesis | I, ISDP, ISWSP, ITI, ITIP, IUI, IUIP, MPMSE, MPSP, MPSPMS, MPSPN | prof. RNDr. Ing. Martin Holeňa, CSc. | 11.01.2024 | Ne | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF | ||
|
Study of LSTM networks on natural sciences data | 2021/2022 | diploma thesis | IUIP | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
06.09.2021 | 01.10.2021 | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF | |
|
Modern regression methods in data mining | 2013/2014 | 2014/2015 | diploma thesis | ITI | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
02.02.2014 | 03.02.2014 | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF |
|
Model-based evolutionary optimization methods | 2009/2010 | 2017/2018 | dissertation | 4I1 | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
29.09.2009 | 29.09.2009 | Ústav informatiky AV ČR, v.v.i. (32-UIAV) | MFF |
|
Combining evolutionary optimization and deep learning for malware and network intrusion detection | 2019/2020 | dissertation | P4I1 | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
08.04.2020 | 16.07.2020 | Ústav informatiky AV ČR, v.v.i. (32-UIAV) | MFF | |
|
Methods for comparing rules extracted from data | 2005/2006 | 2006/2007 | diploma thesis | ISS | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
06.10.2005 | 17.10.2005 | Katedra softwarového inženýrství (32-KSI) | MFF |
|
Graph neural networks and deep reinforcement learning in job scheduling | 2023/2024 | diploma thesis | IUIP | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
27.09.2023 | 09.11.2023 | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF | |
|
Accelerating evolutionary algorithms by decision trees and their generalizations | 2009/2010 | 2010/2011 | diploma thesis | ITI | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
05.10.2009 | 05.10.2009 | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF |
|
A study of applying copulas in data mining | 2012/2013 | 2012/2013 | diploma thesis | ITI | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
13.03.2013 | 13.03.2013 | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF |
|
Online training of deep neural networks for classification | 2017/2018 | 2018/2019 | diploma thesis | IUI | prof. RNDr. Ing. Martin Holeňa, CSc. | Mgr. Jiří Tumpach | 21.01.2018 | 08.05.2018 | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF |
|
Artificial neural networks in black-box optimization | 2022/2023 | diploma thesis | IUIP | prof. RNDr. Ing. Martin Holeňa, CSc. | Bc. Anthony Leamer | 30.11.2022 | 14.02.2023 | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF | |
|
Active deep learning | 2018/2019 | dissertation | P4I1 | prof. RNDr. Ing. Martin Holeňa, CSc. | Mgr. Jiří Tumpach | 18.04.2019 | 30.09.2019 | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF | |
|
Semi-supervised learning of deep neural networks | 2017/2018 | diploma thesis | IUI | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
23.02.2018 | 09.04.2018 | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF | |
|
Vztah účelové funkce a operátorů mutace a křížení v genetických algoritmech | 2007/2008 | dissertation | I1 | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
09.11.2007 | 09.11.2007 | Ústav informatiky AV ČR, v.v.i. (32-UIAV) | MFF | |
|
Modern regression methods in data mining | 2012/2013 | diploma thesis | ITI | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
09.04.2009 | 02.03.2013 | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF | |
|
Study and comparison of main kinds of evolutionary algorithms | 2008/2009 | 2011/2012 | diploma thesis | ITI | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
27.06.2008 | 12.11.2008 | Katedra softwarového inženýrství (32-KSI) | MFF |
|
Using artificial neural networks to control genetic algorithms | 2006/2007 | 2011/2012 | diploma thesis | ITI | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
19.09.2006 | 23.10.2006 | Katedra softwarového inženýrství (32-KSI) | MFF |
|
Extrakce srozumitelných pravidel z přesných regresních modelů | 2015/2016 | dissertation | 4I1 | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
24.09.2015 | 25.09.2015 | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF | |
|
Evolutionary algorithms and surrogate modelling | 2023/2024 | dissertation | P4I1A | prof. RNDr. Ing. Martin Holeňa, CSc. | 14.12.2020 | Ne | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF | ||
|
Artificial neural networks in black-box optimization | 2023/2024 | diploma thesis | I, IDMO, ISDP, ISWSP, ITI, ITIA, ITIP, IUI, IUIP, MPMSE, MPSP, MPSPMS, MPSPN, MPSPTP | prof. RNDr. Ing. Martin Holeňa, CSc. | 05.09.2023 | Ne | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF | ||
|
Physics-informed neural networks, applied to modelling crystal growth | 2023/2024 | diploma thesis | FMPMFT, FMPMP, I, IDMA, IDMO, IDMP, ISDP, ISWSP, ITI, ITIP, IUI, IUIP, MMFP, MPMSE, MPSP, MPSPMS, MPSPN, MPSPTP, MVFT | prof. RNDr. Ing. Martin Holeňa, CSc. | 16.04.2024 | Ne | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF | ||
|
Modern evolutionary algorithms for detecting high-fitness areas | 2009/2010 | 2010/2011 | diploma thesis | ISS | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
16.03.2009 | 23.03.2010 | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF |
|
Utilizing artificial neural networks to accelerate evolutionary algorithms | 2008/2009 | 2010/2011 | diploma thesis | ITI | prof. RNDr. Ing. Martin Holeňa, CSc. | MUDr. Mgr. Antonín Wimberský | 10.10.2007 | 27.10.2008 | Katedra softwarového inženýrství (32-KSI) | MFF |
|
Evolutionary combining classifiers | 2010/2011 | diploma thesis | ITI | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
09.01.2009 | 29.09.2010 | Katedra softwarového inženýrství (32-KSI) | MFF | |
|
Evolutionary search for an optimal neural network architecture | 2023/2024 | diploma thesis | I, IDMA, IDMO, IDMP, ISDP, ISWSP, ITI, ITIP, IUI, IUIP, MPMSE, MPSP, MPSPMS, MPSPN, MPSPTP | prof. RNDr. Ing. Martin Holeňa, CSc. | 16.04.2024 | Ne | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF | ||
|
Graph neural networks and deep reinforcement learning in job scheduling | 2023/2024 | diploma thesis | IUIP | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
05.09.2023 | 27.09.2023 | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF | |
|
Dobývání znalostí z dat pomocí evolučních algoritmů | 2013/2014 | dissertation | 4I1 | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
03.05.2013 | 27.09.2013 | Ústav informatiky AV ČR, v.v.i. (32-UIAV) | MFF | |
|
Actve lerning in regression models | 2016/2017 | dissertation | 4I1 | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
21.04.2017 | 20.09.2017 | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF | |
|
Discovery of interesting knowledge in data by means of evolutionary algorithms | 2008/2009 | diploma thesis | ISS | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
19.02.2007 | 08.12.2008 | Katedra softwarového inženýrství (32-KSI) | MFF | |
|
Využití teorie kopulí v dobývání znalostí | 2015/2016 | dissertation | 4I1 | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
25.09.2015 | 25.09.2015 | Ústav informatiky AV ČR, v.v.i. (32-UIAV) | MFF | |
|
Transfer learning in black-box optimization | 2023/2024 | dissertation | P4I1 | prof. RNDr. Ing. Martin Holeňa, CSc. | 21.02.2024 | Ne | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF | ||
|
Evolutionary algorithms and active learning | 2015/2016 | 2016/2017 | diploma thesis | ITI | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
09.07.2010 | 02.02.2016 | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF |
|
Combining classifiers by means of fuzzy methods | 2005/2006 | 2006/2007 | diploma thesis | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
06.10.2005 | 04.05.2007 | Katedra softwarového inženýrství (32-KSI) | MFF | |
|
Processing Very Long Sequences with Neural Networks | 2021/2022 | dissertation | P4I1 | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
12.04.2022 | 02.08.2022 | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF | |
|
Improving evolutionary algorithms using probability mixture models | 2008/2009 | 2008/2009 | diploma thesis | ITI | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
13.11.2008 | 13.11.2008 | Katedra softwarového inženýrství (32-KSI) | MFF |
|
Artificial neural networks as surrogate models in optimization | 2023/2024 | dissertation | P4I1A | prof. RNDr. Ing. Martin Holeňa, CSc. | 21.04.2023 | Ne | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF | ||
|
New kind of Gaussian processes for evolutionary optimization | 2020/2021 | diploma thesis | IUI | prof. RNDr. Ing. Martin Holeňa, CSc. | hidden |
16.10.2020 | 16.10.2020 | Katedra teoretické informatiky a matematické logiky (32-KTIML) | MFF |
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