Holeňa Martin

Publikace ASEP

RIV ID 6036627          

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Nalezeno záznamů: 44

0446912 - UIVT-O 2016 RIV US eng C - Konferenční příspěvek (zahraniční konf.)
Bajer, Lukáš - Pitra, Z. - Holeňa, Martin
Benchmarking Gaussian Processes and Random Forests Surrogate Models on the BBOB Noiseless Testbed.
GECCO Companion '15. Genetic and Evolutionary Computation Conference. Companion Material Proceedings. New York: ACM, 2015 - (Silva, S.), s. 1143-1150. ISBN 978-1-4503-3488-4.
[GECCO Companion '15. Genetic and Evolutionary Computation Conference. Madrid (ES), 11.07.2015-15.07.2015]
Grant CEP: GA ČR GA13-17187S
ČVUT(CZ) SGS14/205/OHK4/3T/14; GA MŠk(CZ) ED2.1.00/03.0078; GA MŠk(CZ) LM2010005
Institucionální podpora: RVO:67985807
Klíčová slova: benchmarking * black-box optimization * surrogate model * Gaussian process * random forest
Kód oboru RIV: IN - Informatika
Trvalý odkaz: http://hdl.handle.net/11104/0248874

Citace, recenze

Citace:
SINGH, P. - DWIVEDI, P. Integration of new evolutionary approach with artificial neural network for solving short term load forecast problem. APPLIED ENERGY. ISSN 0306-2619, MAY 1 2018, vol. 217, p. 537-549.
TALBI, H. - DRAA, A. A new real-coded quantum-inspired evolutionary algorithm for continuous optimization. APPLIED SOFT COMPUTING. ISSN 1568-4946, DEC 2017, vol. 61, p. 765-791.
EFTIMOV, T. - KOROSEC, P. - SELJAK, B.K. A Novel Approach to statistical comparison of meta-heuristic stochastic optimization algorithms using deep statistics. INFORMATION SCIENCES. ISSN 0020-0255, NOV 2017, vol. 417, p. 186-215.
SHARMA, B. - PRAKASH, R. - TIWARI, S. - MISHRA, K.K. A variant of environmental adaptation method with real parameter encoding and its application in economic load dispatch problem. APPLIED INTELLIGENCE. ISSN 0924-669X, SEP 2017, vol. 47, no. 2, p. 409-429.
SALEEM, S. - GALLAGHER, M. - WOOD, I. A Model-Based Framework for Black-Box Problem Comparison Using Gaussian Processes. PARALLEL PROBLEM SOLVING FROM NATURE - PPSN XV, PT II. ISSN 0302-9743, 2018, vol. 11102, p. 284-295.

0446913 - UIVT-O 2016 RIV US eng C - Konferenční příspěvek (zahraniční konf.)
Bajer, Lukáš - Pitra, Z. - Holeňa, Martin
Investigation of Gaussian Processes and Random Forests as Surrogate Models for Evolutionary Black-Box Optimization.
GECCO Companion '15. Genetic and Evolutionary Computation Conference. Companion Material Proceedings. New York: ACM, 2015 - (Silva, S.), s. 1351-1352. ISBN 978-1-4503-3488-4.
[GECCO Companion '15. Genetic and Evolutionary Computation Conference. Madrid (ES), 11.07.2015-15.07.2015]
Grant CEP: GA ČR GA13-17187S
ČVUT(CZ) SGS14/205/OHK4/3T/14; GA MŠk(CZ) ED2.1.00/03.0078
Institucionální podpora: RVO:67985807
Klíčová slova: Black-box optimization * Surrogate model * Gaussian process * Random forest
Kód oboru RIV: IN - Informatika
Trvalý odkaz: http://hdl.handle.net/11104/0248875

0439763 - UIVT-O 2015 RIV PT eng C - Konferenční příspěvek (zahraniční konf.)
Bajer, Lukáš - Holeňa, Martin
Model Guided Sampling Optimization for Low-Dimensional Problems.
ICAART 2015. Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 2. Lisbon: Scitepress, 2015 - (Loiseau, S.; Filipe, J.; Duval, J.; van den Herik, J.), s. 451-456. ISBN 978-989-758-074-1.
[ICAART 2015. International Conference on Agents and Artificial Intelligence /7./. Lisbon (PT), 10.01.2015-12.01.2015]
Grant CEP: GA ČR GAP202/10/1333; GA ČR GA13-17187S
Institucionální podpora: RVO:67985807
Klíčová slova: black-box Optimization * Gaussian Process * Surrogate Modelling * EGO
Kód oboru RIV: IN - Informatika
Trvalý odkaz: http://hdl.handle.net/11104/0242987

0432404 - UIVT-O 2015 RIV CZ eng C - Konferenční příspěvek (zahraniční konf.)
Bajer, Lukáš - Holeňa, Martin
Towards Low-Dimensional Gaussian Process Metamodels for CMA-ES.
ITAT 2014. Information Technologies - Applications and Theory. Part II. Prague: Institute of Computer Science AS CR, 2014 - (Kůrková, V.; Bajer, L.; Peška, L.; Vojtáš, R.; Holeňa, M.; Nehéz, M.), s. 33-37. ISBN 978-80-87136-19-5.
[ITAT 2014. European Conference on Information Technologies - Applications and Theory /14./. Demänovská dolina (SK), 25.09.2014-29.09.2014]
Grant CEP: GA ČR GA13-17187S
Institucionální podpora: RVO:67985807
Klíčová slova: CMA-ES * Gaussian processes * global optimization * surrogate model * metamodel
Kód oboru RIV: IN - Informatika
Trvalý odkaz: http://hdl.handle.net/11104/0236768

0476581 - UIVT-O 2018 RIV NL eng J - Článek v odborném periodiku
Dropka, N. - Holeňa, Martin
Optimization of Magnetically Driven Directional Solidification of Silicon Using Artificial Neural Networks and Gaussian Process Models.
Journal of Crystal Growth. Roč. 471, 1 August (2017), s. 53-61. ISSN 0022-0248
Grant CEP: GA ČR GA17-01251S
Institucionální podpora: RVO:67985807
Klíčová slova: computer simulation * fluid flows * magnetic fields * directional solidification * semiconducting silicon
Kód oboru RIV: IN - Informatika
Obor OECD: Condensed matter physics (including formerly solid state physics, supercond.)
Impakt faktor: 1.742, rok: 2017
Dropka, N.
Trvalý odkaz: http://hdl.handle.net/11104/0273056

0477799 - UIVT-O 2018 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Dropka, N. - Holeňa, Martin - Frank-Rotsch, C.
TMF Otimization in VGF Crystal Growth of GaAs by Artificial Neural Networks and Gaussian Process Models.
Electrotechnologies for Material Processing. Hannover: Vulkan, 2017 - (Baake, E.; Nacke, B.), s. 203-208. ISBN 978-3-80273-095-5.
[International UIE-Congress on Electrotechnologies for Material Processing /18./. Hannover (DE), 06.06.2017-09.06.2017]
Grant CEP: GA ČR GA17-01251S
Institucionální podpora: RVO:67985807
Klíčová slova: crystal growth * travelling magnetic field * artificial neural networks * multilayer perceptron * Gaussian process
Kód oboru RIV: IN - Informatika
Obor OECD: Condensed matter physics (including formerly solid state physics, supercond.)
Trvalý odkaz: http://hdl.handle.net/11104/0274019

0442862 - UIVT-O 2016 RIV NL eng J - Článek v odborném periodiku
Górecki, J. - Hofert, M. - Holeňa, Martin
An Approach to Structure Determination and Estimation of Hierarchical Archimedean Copulas and its Application to Bayesian Classification.
Journal of Intelligent Information Systems. Roč. 46, č. 1 (2016), s. 21-59. ISSN 0925-9902
Grant CEP: GA ČR GA13-17187S
Slezská univerzita v Opavě(CZ) SGS/21/2014
Institucionální podpora: RVO:67985807
Klíčová slova: Copula * Hierarchical archimedean copula * Copula estimation * Structure determination * Kendall’s tau * Bayesian classification
Kód oboru RIV: IN - Informatika
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impakt faktor: 1.294, rok: 2016
Górecki, J.
Trvalý odkaz: http://hdl.handle.net/11104/0245680

Citace, recenze

Citace:
PERREAULT, S. - DUCHESNE, T. - NESLEHOVA, J.G. Detection of block-exchangeable structure in large-scale correlation matrices. JOURNAL OF MULTIVARIATE ANALYSIS. ISSN 0047-259X, JAN 2019, vol. 169, p. 400-422.
HUANG, X. - WANG, Z.Z. Probabilistic spatial prediction of categorical data using elliptical copulas. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. ISSN 1436-3240, JUN 2018, vol. 32, no. 6, p. 1631-1644.
UYTTENDAELE, N. On the estimation of nested Archimedean copulas: a theoretical and an experimental comparison. COMPUTATIONAL STATISTICS. ISSN 0943-4062, JUN 2018, vol. 33, no. 2, p. 1047-1070.
XIE, Y.T. - YANG, J. - JIANG, C.G. - CAI, Z.Y. - ADAGBLENYA, J. Incidence, Dependence Structure of Disease, and Rate Making for Health Insurance. MATHEMATICAL PROBLEMS IN ENGINEERING. ISSN 1024-123X, 2018.
FERMANIAN, J.D. Recent Developments in Copula Models. ECONOMETRICS. ISSN 2225-1146, SEP 2017, vol. 5, no. 3.
COSSETTE, H. - GADOURY, S.P. - MARCEAU, E. - MTALAI, I. Hierarchical Archimedean copulas through multivariate compound distributions. INSURANCE MATHEMATICS & ECONOMICS. ISSN 0167-6687, SEP 2017, vol. 76, p. 1-13.
OKHRIN, O. - TETEREVA, A. The Realized Hierarchical Archimedean Copula in Risk Modelling. ECONOMETRICS. ISSN 2225-1146, JUN 2017, vol. 5, no. 2.

0477796 - UIVT-O 2018 RIV PL eng J - Článek v odborném periodiku
Górecki, J. - Hofert, M. - Holeňa, Martin
Kendall’s tau and agglomerative clustering for structure determination of hierarchical Archimedean copulas.
Dependence Modeling. Roč. 5, č. 1 (2017), s. 75-87. ISSN 2300-2298
Grant CEP: GA ČR GA17-01251S
Institucionální podpora: RVO:67985807
Klíčová slova: structure determination * agglomerative clustering * Kendall’s tau * Archimedean copula
Kód oboru RIV: IN - Informatika
Obor OECD: Statistics and probability
Górecki, J.
Trvalý odkaz: http://hdl.handle.net/11104/0274017

Citace, recenze

Citace:
PERREAULT, S. - DUCHESNE, T. - NESLEHOVA, J.G. Detection of block-exchangeable structure in large-scale correlation matrices. JOURNAL OF MULTIVARIATE ANALYSIS. ISSN 0047-259X, JAN 2019, vol. 169, p. 400-422.

0478633 - UIVT-O 2018 RIV GB eng J - Článek v odborném periodiku
Górecki, J. - Hofert, M. - Holeňa, Martin
On Structure, Family and Parameter Estimation of Hierarchical Archimedean Copulas.
Journal of Statistical Computation and Simulation. Roč. 87, č. 17 (2017), s. 3261-3324. ISSN 0094-9655
Grant CEP: GA ČR GA17-01251S
Institucionální podpora: RVO:67985807
Klíčová slova: copula estimation * goodness-of-fit * Hierarchical Archimedean copula * structure determination
Kód oboru RIV: IN - Informatika
Obor OECD: Statistics and probability
Impakt faktor: 0.869, rok: 2017
Górecki, J.
Trvalý odkaz: http://hdl.handle.net/11104/0274688

Citace, recenze

Citace:
PERREAULT, S. - DUCHESNE, T. - NESLEHOVA, J.G. Detection of block-exchangeable structure in large-scale correlation matrices. JOURNAL OF MULTIVARIATE ANALYSIS. ISSN 0047-259X, JAN 2019, vol. 169, p. 400-422.

0446436 - UIVT-O 2016 RIV CZ eng C - Konferenční příspěvek (zahraniční konf.)
Górecki, J. - Hofert, M. - Holeňa, Martin
On the Consistency of an Estimator for Hierarchical Archimedean Copulas.
Proceedings of 32nd International Conference Mathematical Methods in Economics MME 2014. Olomouc: Palacký University, 2014 - (Talašová, J.; Stoklasa, J.; Talášek, T.), s. 239-244. ISBN 978-80-244-4209-9.
[MME 2014. International Conference Mathematical Methods in Economics /32./. Olomouc (CZ), 10.09.2014-12.09.2014]
Grant CEP: GA ČR GA13-17187S
Slezská univerzita v Opavě(CZ) SGS/21/2014
Institucionální podpora: RVO:67985807
Klíčová slova: hierarchical Archimedean copula * Kendall distribution function * parameter estimation * structure determination * consistency
Kód oboru RIV: IN - Informatika
Trvalý odkaz: http://hdl.handle.net/11104/0248436

Citace, recenze

Citace:
ALGHALITH, M. A new parametric method of estimating the joint probability density. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS. ISSN 0378-4371, APR 1 2017, vol. 471, p. 799-803.
MATSYPURA, D. - NEO, E. - PROKHOROV, A. Estimation of Hierarchical Archimedean Copulas as a Shortest Path Problem. ECONOMICS LETTERS. ISSN 0165-1765, DEC 2016, vol. 149, p. 131-134.
UYTTENDAELE, N. On the estimation of nested Archimedean copulas: a theoretical and an experimental comparison. COMPUTATIONAL STATISTICS. ISSN 0943-4062, JUN 2018, vol. 33, no. 2, p. 1047-1070.
OKHRIN, O. - TETEREVA, A. The Realized Hierarchical Archimedean Copula in Risk Modelling. ECONOMETRICS. ISSN 2225-1146, JUN 2017, vol. 5, no. 2.

0430472 - UIVT-O 2015 RIV CH eng C - Konferenční příspěvek (zahraniční konf.)
Górecki, J. - Holeňa, Martin
Structure Determination and Estimation of Hierarchical Archimedean Copulas Based on Kendall Correlation Matrix.
New Frontiers in Mining Complex Patterns. Cham: Springer, 2014 - (Appice, A.; Ceci, M.; Loglisci, C.; Manco, G.; Masciari, E.; Ras, Z.), s. 132-147. Lecture Notes in Artificial Intelligence, 8399. ISBN 978-3-319-08406-0. ISSN 0302-9743.
[NFMCP 2013. International Workshop /2./. Prague (CZ), 27.09.2013]
Grant CEP: GA ČR GA13-17187S
Institucionální podpora: RVO:67985807
Klíčová slova: Copula * Hierarchical Archimedean copula * Copula estimation * Structure determination * Kendall’s correlation coefficient
Kód oboru RIV: IN - Informatika
Górecki, J.
Trvalý odkaz: http://hdl.handle.net/11104/0235398

0447829 - UIVT-O 2016 RIV US eng J - Článek v odborném periodiku
Holeňa, Martin - Bajer, L. - Ščavnický, M.
Using Copulas in Data Mining Based on the Observational Calculus.
IEEE Transactions on Knowledge and Data Engineering. Roč. 27, č. 10 (2015), s. 2851-2864. ISSN 1041-4347
Grant CEP: GA ČR GA13-17187S
SLU(CZ) SGS/21/2014
Institucionální podpora: RVO:67985807
Klíčová slova: data mining * observational calculus * generalized quantifiers * joint probability distribution * copulas * hierarchical Archimedean copulas
Kód oboru RIV: IN - Informatika
Impakt faktor: 2.476, rok: 2015
Trvalý odkaz: http://hdl.handle.net/11104/0249603

Citace, recenze

Citace:
UYTTENDAELE, N. On the estimation of nested Archimedean copulas: a theoretical and an experimental comparison. COMPUTATIONAL STATISTICS. ISSN 0943-4062, JUN 2018, vol. 33, no. 2, p. 1047-1070.

0441534 - UIVT-O 2015 RIV CH eng C - Konferenční příspěvek (zahraniční konf.)
Chotard, A. - Holeňa, Martin
A Generalized Markov-Chain Modelling Approach to (1,lambda)-ES Linear Optimization.
Parallel Problem Solving from Nature - PPSN XIII. Cham: Springer, 2014 - (Bartz-Beielstein, T.; Branke, J.; Filipič, B.; Smith, J.), s. 902-911. Lecture Notes in Computer Science, 8672. ISBN 978-3-319-10761-5. ISSN 0302-9743.
[PPSN 2014. International Conference on Parallel Problem Solving from Nature /13./. Ljubljana (SI), 13.09.2014-17.09.2014]
Grant CEP: GA ČR GA13-17187S
Institucionální podpora: RVO:67985807
Klíčová slova: evolution strategies * continuous optimization * linear optimization * linear constraint * linear function * Markov chain models * Archimedean copulas
Kód oboru RIV: IN - Informatika
Trvalý odkaz: http://hdl.handle.net/11104/0244526

0432405 - UIVT-O 2015 RIV CZ eng C - Konferenční příspěvek (zahraniční konf.)
Chotard, A. - Holeňa, Martin
Important Markov-Chain Properties of (1,lambda)-ES Linear Optimization Models.
ITAT 2014. Information Technologies - Applications and Theory. Part II. Prague: Institute of Computer Science AS CR, 2014 - (Kůrková, V.; Bajer, L.; Peška, L.; Vojtáš, R.; Holeňa, M.; Nehéz, M.), s. 44-52. ISBN 978-80-87136-19-5.
[ITAT 2014. European Conference on Information Technologies - Applications and Theory /14./. Demänovská dolina (SK), 25.09.2014-29.09.2014]
Grant CEP: GA ČR GA13-17187S
Institucionální podpora: RVO:67985807
Klíčová slova: evolution strategies * random steps * linear optimization * Markov chain models * Archimedean copulas
Kód oboru RIV: IN - Informatika
Trvalý odkaz: http://hdl.handle.net/11104/0236769

0494104 - UIVT-O 2019 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Keruľ-Kmec, O. - Pulc, Petr - Holeňa, Martin
Semisupervised Segmentation of UHD Video.
ITAT 2018: Information Technologies – Applications and Theory. Proceedings of the 18th conference ITAT 2018. Aachen: Technical University & CreateSpace Independent Publishing Platform, 2018 - (Krajči, S.), s. 100-107. CEUR Workshop Proceedings, V-2203. ISSN 1613-0073.
[ITAT 2018. Conference on Information Technologies – Applications and Theory /18./. Plejsy (SK), 21.09.2018-25.09.2018]
Grant CEP: GA ČR(CZ) GA18-18080S
Institucionální podpora: RVO:67985807
Klíčová slova: UHD video * Scene segmentation * Keypoint detector * Semisupervised classification * Cluster regularization * C-means
Kód oboru RIV: IN - Informatika
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://ceur-ws.org/Vol-2203/100.pdf
Trvalý odkaz: http://hdl.handle.net/11104/0287344

0447915 - UIVT-O 2016 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Kopal, V. - Holeňa, Martin
Comparing Non-Linear Regression Methods on Black-Box Optimization Benchmarks.
Proceedings ITAT 2015: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2015 - (Yaghob, J.), s. 135-142. CEUR Workshop Proceedings, V-1422. ISBN 978-1-5151-2065-0. ISSN 1613-0073.
[ITAT 2015. Conference on Theory and Practice of Information Technologies /15./. Slovenský Raj (SK), 17.09.2015-21.09.2015]
GA UK(CZ) SVV 260224
Institucionální podpora: RVO:67985807
Klíčová slova: non-linear regression * gaussian process * SVM regression * RBF networks * black-box optimization
Kód oboru RIV: IN - Informatika
Trvalý odkaz: http://hdl.handle.net/11104/0249670

0478627 - UIVT-O 2018 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Kopp, M. - Nikl, M. - Holeňa, Martin
Breaking CAPTCHAs with Convolutional Neural Networks.
Proceedings ITAT 2017: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2017 - (Hlaváčová, J.), s. 93-99. CEUR Workshop Proceedings, V-1885. ISBN 978-1974274741. ISSN 1613-0073.
[ITAT 2017. Conference on Theory and Practice of Information Technologies - Applications and Theory /17./. Martinské hole (SK), 22.09.2017-26.09.2017]
Grant CEP: GA ČR GA17-01251S
ČVUT(CZ) SGS17/210/OHK3/3T/18
Institucionální podpora: RVO:67985807
Klíčová slova: CAPTCHA * convolutional neural network * network security * optical character recognition
Kód oboru RIV: IN - Informatika
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://ceur-ws.org/Vol-1885/93.pdf
Trvalý odkaz: http://hdl.handle.net/11104/0274764

0494114 - UIVT-O 2019 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Kopp, M. - Bajer, L. - Jílek, M. - Holeňa, Martin
Comparing Rule Mining Approaches for Classification with Reasoning.
ITAT 2018: Information Technologies – Applications and Theory. Proceedings of the 18th conference ITAT 2018. Aachen: Technical University & CreateSpace Independent Publishing Platform, 2018 - (Krajči, S.), s. 52-58. CEUR Workshop Proceedings, V-2203. ISSN 1613-0073.
[ITAT 2018. Conference on Information Technologies – Applications and Theory /18./. Plejsy (SK), 21.09.2018-25.09.2018]
Grant CEP: GA ČR GA17-01251S
Institucionální podpora: RVO:67985807
Klíčová slova: Classification * Comprehensibility * Random Forest * Rule Mining
Kód oboru RIV: IN - Informatika
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://ceur-ws.org/Vol-2203/52.pdf
Trvalý odkaz: http://hdl.handle.net/11104/0287370

0462913 - UIVT-O 2017 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Kopp, M. - Pištora, N. - Holeňa, Martin
How to Mimic Humans, Guide for Computers.
Proceedings ITAT 2016: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2016 - (Brejová, B.), s. 110-117. CEUR Workshop Proceedings, V-1649. ISBN 978-1-5370-1674-0. ISSN 1613-0073.
[ITAT 2016. Conference on Theory and Practice of Information Technologies /16./. Tatranské Matliare (SK), 15.09.2016-19.09.2016]
SGS ČVUT(CZ) SGS16/119/OHK3/1T/18
Institucionální podpora: RVO:67985807
Klíčová slova: CAPTCHA * machine learning * network security * optical character recognition * speech recognition
Kód oboru RIV: IN - Informatika
http://ceur-ws.org/Vol-1649/110.pdf
Trvalý odkaz: http://hdl.handle.net/11104/0262260

0447918 - UIVT-O 2016 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Kopp, M. - Pulc, P. - Holeňa, Martin
Search for Structure in Audiovisual Recordings of Lectures and Conferences.
Proceedings ITAT 2015: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2015 - (Yaghob, J.), s. 150-158. CEUR Workshop Proceedings, V-1422. ISBN 978-1-5151-2065-0. ISSN 1613-0073.
[ITAT 2015. Conference on Theory and Practice of Information Technologies /15./. Slovenský Raj (SK), 17.09.2015-21.09.2015]
Grant CEP: GA ČR GA13-17187S
GA MŠk(CZ) LM2010005
Institucionální podpora: RVO:67985807
Klíčová slova: multimedial data * audiovisual recordings * self-organizing map * hierarchical clustering * cluster size
Kód oboru RIV: IN - Informatika
Trvalý odkaz: http://hdl.handle.net/11104/0249672

0447917 - UIVT-O 2016 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Kopp, Martin - Holeňa, Martin
Evaluation of Association Rules Extracted during Anomaly Explanation.
Proceedings ITAT 2015: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2015 - (Yaghob, J.), s. 143-149. CEUR Workshop Proceedings, V-1422. ISBN 978-1-5151-2065-0. ISSN 1613-0073.
[ITAT 2015. Conference on Theory and Practice of Information Technologies /15./. Slovenský Raj (SK), 17.09.2015-21.09.2015]
Grant CEP: GA ČR GA13-17187S
Institucionální podpora: RVO:67985807
Klíčová slova: anomaly detection * anomaly interpretation * association rules * confidence boost * random forest
Kód oboru RIV: IN - Informatika
Trvalý odkaz: http://hdl.handle.net/11104/0249671

Citace, recenze

Citace:
VOJIR, S. - ZEMAN, V. - KUCHAR, J. - KLIEGR, T. EasyMiner.eu: Web framework for interpretable machine learning based on rules and frequent itemsets. KNOWLEDGE-BASED SYSTEMS. ISSN 0950-7051, JUN 15 2018, vol. 150, p. 111-115.

0432410 - UIVT-O 2015 RIV CZ eng C - Konferenční příspěvek (zahraniční konf.)
Kopp, Martin - Pevný, T. - Holeňa, Martin
Interpreting and Clustering Outliers with Sapling Random Forests.
ITAT 2014. Information Technologies - Applications and Theory. Part II. Prague: Institute of Computer Science AS CR, 2014 - (Kůrková, V.; Bajer, L.; Peška, L.; Vojtáš, R.; Holeňa, M.; Nehéz, M.), s. 61-67. ISBN 978-80-87136-19-5.
[ITAT 2014. European Conference on Information Technologies - Applications and Theory /14./. Demänovská dolina (SK), 25.09.2014-29.09.2014]
Grant CEP: GA ČR GA13-17187S
GA ČR(CZ) GPP103/12/P514
Institucionální podpora: RVO:67985807
Klíčová slova: anomaly detection * anomaly interpretation * clustering * decision trees * feature selection * random forest
Kód oboru RIV: IN - Informatika
Trvalý odkaz: http://hdl.handle.net/11104/0236773

Citace, recenze

Citace:
MACHA, M. - AKOGLU, L. Explaining anomalies in groups with characterizing subspace rules. DATA MINING AND KNOWLEDGE DISCOVERY. ISSN 1384-5810, SEP 2018, vol. 32, no. 5, SI, p. 1444-1480.

0494103 - UIVT-O 2019 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Kožusznik, J. - Pulc, Petr - Holeňa, Martin
Sentiment Analysis from Utterances.
ITAT 2018: Information Technologies – Applications and Theory. Proceedings of the 18th conference ITAT 2018. Aachen: Technical University & CreateSpace Independent Publishing Platform, 2018 - (Krajči, S.), s. 92-99. CEUR Workshop Proceedings, V-2203. ISSN 1613-0073.
[ITAT 2018. Conference on Information Technologies – Applications and Theory /18./. Plejsy (SK), 21.09.2018-25.09.2018]
Grant CEP: GA ČR(CZ) GA18-18080S
Institucionální podpora: RVO:67985807
Klíčová slova: sentiment analysis * MPEG-7 * classification of utterances * Berlin database of emotional speech
Kód oboru RIV: IN - Informatika
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://ceur-ws.org/Vol-2203/92.pdf
Trvalý odkaz: http://hdl.handle.net/11104/0287341

0447919 - UIVT-O 2016 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Kudinov, A. - Bajer, L. - Pitra, Z. - Holeňa, Martin
Investigation of Gaussian Processes in the Context of Black-Box Evolutionary Optimization.
Proceedings ITAT 2015: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2015 - (Yaghob, J.), s. 159-166. CEUR Workshop Proceedings, V-1422. ISBN 978-1-5151-2065-0. ISSN 1613-0073.
[ITAT 2015. Conference on Theory and Practice of Information Technologies /15./. Slovenský Raj (SK), 17.09.2015-21.09.2015]
Grant CEP: GA ČR GA13-17187S
Institucionální podpora: RVO:67985807
Klíčová slova: black-box optimization * evolutionary optimization * multimodal optimization * surrogate modelling * Gaussian process
Kód oboru RIV: IN - Informatika
Trvalý odkaz: http://hdl.handle.net/11104/0249673

0462910 - UIVT-O 2017 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Orekhov, N. - Bajer, L. - Holeňa, Martin
Testing Gaussian Process Surrogates on CEC’2013 Multi-Modal Benchmark.
Proceedings ITAT 2016: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2016 - (Brejová, B.), s. 138-146. CEUR Workshop Proceedings, V-1649. ISBN 978-1-5370-1674-0. ISSN 1613-0073.
[ITAT 2016. Conference on Theory and Practice of Information Technologies /16./. Tatranské Matliare (SK), 15.09.2016-19.09.2016]
GA MŠk(CZ) LM2015042
Institucionální podpora: RVO:67985807
Klíčová slova: Gaussian process * ordinary regression * surrogate modelling * black-box optimization * CMA-ES Gaussian process * ordinary regression * surrogate modelling * black-box optimization * CMA-ES
Kód oboru RIV: IN - Informatika
http://ceur-ws.org/Vol-1649/138.pdf
Trvalý odkaz: http://hdl.handle.net/11104/0262257

0447920 - UIVT-O 2016 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Pitra, Z. - Bajer, Lukáš - Holeňa, Martin
Comparing SVM, Gaussian Process and Random Forest Surrogate Models for the CMA-ES.
Proceedings ITAT 2015: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2015 - (Yaghob, J.), s. 186-193. CEUR Workshop Proceedings, V-1422. ISBN 978-1-5151-2065-0. ISSN 1613-0073.
[ITAT 2015. Conference on Theory and Practice of Information Technologies /15./. Slovenský Raj (SK), 17.09.2015-21.09.2015]
Grant CEP: GA ČR GA13-17187S
GA MŠk(CZ) ED2.1.00/03.0078; ČVUT(CZ) SGS14/205/OHK4/3T/14; GA MŠk(CZ) LM2010005
Institucionální podpora: RVO:67985807
Klíčová slova: black-box optimization * surrogate modelling * CMA-ES * Gaussian process * random forest
Kód oboru RIV: IN - Informatika
Trvalý odkaz: http://hdl.handle.net/11104/0249674

Citace, recenze

Citace:
DONG, C.W. - LIANG, G.Z. - HU, B. - YUAN, H.B. - JIANG, Y.W. - ZHU, H.K. - QI, J.T. Prediction of Congou Black Tea Fermentation Quality Indices from Color Features Using Non-Linear Regression Methods. SCIENTIFIC REPORTS. ISSN 2045-2322, JUL 12 2018, vol. 8.
LIANG, G.Z. - DONG, C.W. - HU, B. - ZHU, H.K. - YUAN, H.B. - JIANG, Y.W. - HAO, G.S. Prediction of Moisture Content for Congou Black Tea Withering Leaves Using Image Features and Nonlinear Method. SCIENTIFIC REPORTS. ISSN 2045-2322, MAY 18 2018, vol. 8.

0477789 - UIVT-O 2018 RIV US eng C - Konferenční příspěvek (zahraniční konf.)
Pitra, Z. - Bajer, L. - Repický, J. - Holeňa, Martin
Comparison of Ordinal and Metric Gaussian Process Regression as Surrogate Models for CMA Evolution Strategy.
GECCO 2017. Proceedings of the Genetic and Evolutionary Computation Conference Companion. New York: ACM, 2017, s. 1764-1771. ISBN 978-1-4503-4939-0.
[GECCO 2017. Genetic and Evolutionary Computation Conference. Berlin (DE), 15.07.2017-19.07.2017]
Grant CEP: GA ČR GA17-01251S
GA MŠk(CZ) LO1611; ČVUT(CZ) SGS17/193/OHK4/3T/14; GA MŠk(CZ) LM2010005
Institucionální podpora: RVO:67985807
Klíčová slova: black-box optimization * evolutionary optimization * surrogate modelling * Gaussian-process regression
Kód oboru RIV: IN - Informatika
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Trvalý odkaz: http://hdl.handle.net/11104/0274013

Citace, recenze

Citace:
MOLINA, D. - LATORRE, A. - HERRERA, F. An Insight into Bio-inspired and Evolutionary Algorithms for Global Optimization: Review, Analysis, and Lessons Learnt over a Decade of Competitions. COGNITIVE COMPUTATION. ISSN 1866-9956, AUG 2018, vol. 10, no. 4, p. 517-544.

0477762 - UIVT-O 2018 RIV US eng C - Konferenční příspěvek (zahraniční konf.)
Pitra, Z. - Bajer, L. - Repický, J. - Holeňa, Martin
Overview of Surrogate-model Versions of Covariance Matrix Adaptation Evolution Strategy.
GECCO 2017. Proceedings of the Genetic and Evolutionary Computation Conference Companion. New York: ACM, 2017, s. 1622-1629. ISBN 978-1-4503-4939-0.
[GECCO 2017. Genetic and Evolutionary Computation Conference. Berlin (DE), 15.07.2017-19.07.2017]
Grant CEP: GA ČR GA17-01251S
GA MŠk(CZ) LO1611; ČVUT(CZ) SGS17/193/OHK4/3T/14; GA MŠk(CZ) LM2010005
Institucionální podpora: RVO:67985807
Klíčová slova: black-box optimization * evolutionary optimization * surrogate modelling
Kód oboru RIV: IN - Informatika
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Trvalý odkaz: http://hdl.handle.net/11104/0274009

Citace, recenze

Citace:
HUANG, C.W. - RADI, B. - EL HAMI, A. - BAI, H. CMA evolution strategy assisted by kriging model and approximate ranking. APPLIED INTELLIGENCE. ISSN 0924-669X, NOV 2018, vol. 48, no. 11, p. 4288-4304.
KAYHANI, A. - ARNOLD, D.V. Design of a Surrogate Model Assisted (1+1)-ES. PARALLEL PROBLEM SOLVING FROM NATURE - PPSN XV, PT I. ISSN 0302-9743, 2018, vol. 11101, p. 16-28.

0478629 - UIVT-O 2018 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Pitra, Zbyněk - Bajer, Lukáš - Repický, Jakub - Holeňa, Martin
Adaptive Doubly Trained Evolution Control for the Covariance Matrix Adaptation Evolution Strategy.
Proceedings ITAT 2017: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2017 - (Hlaváčová, J.), s. 120-128. CEUR Workshop Proceedings, V-1885. ISBN 978-1974274741. ISSN 1613-0073.
[ITAT 2017. Conference on Theory and Practice of Information Technologies - Applications and Theory /17./. Martinské hole (SK), 22.09.2017-26.09.2017]
Grant CEP: GA ČR GA17-01251S
ČVUT(CZ) SGS17/193/OHK4/3T/14; GA MŠk(CZ) LO1611; GA MŠk(CZ) LM2010005
Institucionální podpora: RVO:67985807
Klíčová slova: black-box optimization * evolutionary optimization * surrogate modelling * Gaussian process * CMA-ES
Kód oboru RIV: IN - Informatika
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://ceur-ws.org/Vol-1885/120.pdf
Trvalý odkaz: http://hdl.handle.net/11104/0274762

0494112 - UIVT-O 2019 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Pitra, Zbyněk - Repický, Jakub - Holeňa, Martin
Boosted Regression Forest for the Doubly Trained Surrogate Covariance Matrix Adaptation Evolution Strategy.
ITAT 2018: Information Technologies – Applications and Theory. Proceedings of the 18th conference ITAT 2018. Aachen: Technical University & CreateSpace Independent Publishing Platform, 2018 - (Krajči, S.), s. 72-79. CEUR Workshop Proceedings, V-2203. ISSN 1613-0073.
[ITAT 2018. Conference on Information Technologies – Applications and Theory /18./. Plejsy (SK), 21.09.2018-25.09.2018]
Grant CEP: GA ČR GA17-01251S
ČVUT(CZ) SGS17/193/OHK4/3T/14; GA MŠk(CZ) LM2015042
Institucionální podpora: RVO:67985807
Klíčová slova: Gradient boosting * Random forest * Black-box optimization * Surrogate model * Benchmarking
Kód oboru RIV: IN - Informatika
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://ceur-ws.org/Vol-2203/72.pdf
Trvalý odkaz: http://hdl.handle.net/11104/0287361

0466878 - UIVT-O 2017 RIV CH eng C - Konferenční příspěvek (zahraniční konf.)
Pitra, Zbyněk - Bajer, L. - Holeňa, Martin
Doubly Trained Evolution Control for the Surrogate CMA-ES.
Parallel Problem Solving from Nature - PPSN XIV. Cham: Springer, 2016 - (Handl, J.; Hart, E.; Lewis, P.; López-Ibáñez, M.; Ochoa, G.; Paechter, B.), s. 59-68. Lecture Notes in Computer Science, 9921. ISBN 978-3-319-45822-9. ISSN 0302-9743.
[PPSN XIV. International Conference on Parallel Problem Solving from Nature /14./. Edinburgh (GB), 17.09.2016-21.09.2016]
Grant CEP: GA MZd(CZ) NV15-33250A
ČVUT(CZ) SGS14/205/OHK4/3T/14; GA MŠk(CZ) ED2.1.00/03.0078; GA MŠk(CZ) LO1611; GA MŠk(CZ) LM2010005
Institucionální podpora: RVO:67985807
Klíčová slova: black-box optimization * surrogate model * evolution control * Gaussian process
Kód oboru RIV: IN - Informatika
Pitra, Zbyněk
Trvalý odkaz: http://hdl.handle.net/11104/0265826

Citace, recenze

Citace:
HUANG, C.W. - RADI, B. - EL HAMI, A. - BAI, H. CMA evolution strategy assisted by kriging model and approximate ranking. APPLIED INTELLIGENCE. ISSN 0924-669X, NOV 2018, vol. 48, no. 11, p. 4288-4304.

0478626 - UIVT-O 2018 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Puchýř, J. - Holeňa, Martin
Random-Forest-Based Analysis of URL Paths.
Proceedings ITAT 2017: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2017 - (Hlaváčová, J.), s. 129-135. CEUR Workshop Proceedings, V-1885. ISBN 978-1974274741. ISSN 1613-0073.
[ITAT 2017. Conference on Theory and Practice of Information Technologies - Applications and Theory /17./. Martinské hole (SK), 22.09.2017-26.09.2017]
Grant CEP: GA ČR GA17-01251S
Institucionální podpora: RVO:67985807
Klíčová slova: malicious URLs detection * classification * random forest
Kód oboru RIV: IN - Informatika
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://ceur-ws.org/Vol-1885/129.pdf
Trvalý odkaz: http://hdl.handle.net/11104/0274765

0432486 - UIVT-O 2015 RIV CZ eng C - Konferenční příspěvek (zahraniční konf.)
Pulc, P. - Holeňa, Martin
Case Study in Approaches to the Classification of Audiovisual Recordings of Lectures and Conferences.
ITAT 2014. Information Technologies - Applications and Theory. Part II. Prague: Institute of Computer Science AS CR, 2014 - (Kůrková, V.; Bajer, L.; Peška, L.; Vojtáš, R.; Holeňa, M.; Nehéz, M.), s. 79-84. ISBN 978-80-87136-19-5.
[ITAT 2014. European Conference on Information Technologies - Applications and Theory /14./. Demänovská dolina (SK), 25.09.2014-29.09.2014]
Grant CEP: GA ČR GA13-17187S
Institucionální podpora: RVO:67985807
Klíčová slova: multimedial data * classification * ensembles of classifiers
Kód oboru RIV: IN - Informatika
Trvalý odkaz: http://hdl.handle.net/11104/0236826

0462902 - UIVT-O 2017 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Pulc, P. - Rosenzveig, E. - Holeňa, Martin
Image Processing in Collaborative Open Narrative Systems.
Proceedings ITAT 2016: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2016 - (Brejová, B.), s. 155-162. CEUR Workshop Proceedings, V-1649. ISBN 978-1-5370-1674-0. ISSN 1613-0073.
[ITAT 2016. Conference on Theory and Practice of Information Technologies /16./. Tatranské Matliare (SK), 15.09.2016-19.09.2016]
Institucionální podpora: RVO:67985807
Klíčová slova: multimedia * image processing * open narrative approach * collaborative open narrative * grid cut algorithm
Kód oboru RIV: IN - Informatika
http://ceur-ws.org/Vol-1649/155.pdf
Trvalý odkaz: http://hdl.handle.net/11104/0262253

0478548 - UIVT-O 2018 RIV PL eng C - Konferenční příspěvek (zahraniční konf.)
Pulc, P. - Holeňa, Martin
Towards Real-time Motion Estimation in High-Definition Video Based on Points of Interest.
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems. Warszawa: Polish Information Processing Society, 2017 - (Ganzha, M.; Maciaszek, L.; Paprzycki, M.), s. 67-70. Annals of Computer Science and Information Systems, 11. ISBN 978-83-946253-7-5. ISSN 2300-5963.
[FedCSIS 2017. Federated Conference on Computer Science and Information Systems. Prague (CZ), 03.09.2017-06.09.2017]
Grant CEP: GA ČR GA17-01251S
Institucionální podpora: RVO:67985807
Klíčová slova: motion estimation * visual descriptor * ORB * FLANN * video processing
Kód oboru RIV: IN - Informatika
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Trvalý odkaz: http://hdl.handle.net/11104/0274643

0497814 - UIVT-O 2019 RIV US eng C - Konferenční příspěvek (zahraniční konf.)
Pulc, Petr - Holeňa, Martin
Hierarchical Motion Tracking Using Matching of Sparse Features.
SITIS 2018. Proceedings of the 14th International Conference on Signal-Image Technology & Internet-Based Systems. Los Alamitos: IEEE Computer Society CPS, 2018 - (Sanniti di Baja, G.; Gallo, L.; Yetongnon, K.; Dipanda, A.; Castrillón-Santana, M.; Chbeir, R.), s. 449-456. ISBN 978-1-5386-9385-8.
[SITIS 2018. International Conference on Signal Image Technology & Internet Based Systems /14./. Las Palmas de Gran Canaria (ES), 26.11.2018-29.11.2018]
Grant CEP: GA ČR(CZ) GA18-18080S
ČVUT(CZ) SGS17/210/OHK3/3T/18
Institucionální podpora: RVO:67985807
Klíčová slova: motion tracking * image feature detection * image feature description * GPU * CUDA * ORB * Ultra HD
Kód oboru RIV: IN - Informatika
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Trvalý odkaz: http://hdl.handle.net/11104/0290299

0462909 - UIVT-O 2017 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Repický, J. - Bajer, L. - Holeňa, Martin
Traditional Gaussian Process Surrogates in the BBOB Framework.
Proceedings ITAT 2016: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2016 - (Brejová, B.), s. 163-171. CEUR Workshop Proceedings, V-1649. ISBN 978-1-5370-1674-0. ISSN 1613-0073.
[ITAT 2016. Conference on Theory and Practice of Information Technologies /16./. Tatranské Matliare (SK), 15.09.2016-19.09.2016]
Grant CEP: GA MZd(CZ) NV15-33250A
GA MŠk(CZ) LM2015042; SVV(CZ) 260 224
Institucionální podpora: RVO:67985807
Klíčová slova: continuous optimization * objective function evaluation * black-box optimization * Gaussian process * surrogate modelling
Kód oboru RIV: IN - Informatika
http://ceur-ws.org/Vol-1649/163.pdf
Trvalý odkaz: http://hdl.handle.net/11104/0262256

0478631 - UIVT-O 2018 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Repický, Jakub - Bajer, Lukáš - Pitra, Zbyněk - Holeňa, Martin
Adaptive Generation-Based Evolution Control for Gaussian Process Surrogate Models.
Proceedings ITAT 2017: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2017 - (Hlaváčová, J.), s. 136-143. CEUR Workshop Proceedings, V-1885. ISBN 978-1974274741. ISSN 1613-0073.
[ITAT 2017. Conference on Theory and Practice of Information Technologies - Applications and Theory /17./. Martinské hole (SK), 22.09.2017-26.09.2017]
Grant CEP: GA ČR GA17-01251S
GA MŠk(CZ) LM2015042
Institucionální podpora: RVO:67985807
Klíčová slova: black-box optimization * evolutionary optimization * surrogate modelling * Gaussian process * CMA-ES
Kód oboru RIV: IN - Informatika
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://ceur-ws.org/Vol-1885/136.pdf
Trvalý odkaz: http://hdl.handle.net/11104/0274761

0494113 - UIVT-O 2019 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Repický, Jakub - Pitra, Zbyněk - Holeňa, Martin
Automated Selection of Covariance Function for Gaussian Process Surrogate Models.
ITAT 2018: Information Technologies – Applications and Theory. Proceedings of the 18th conference ITAT 2018. Aachen: Technical University & CreateSpace Independent Publishing Platform, 2018 - (Krajči, S.), s. 64-71. CEUR Workshop Proceedings, V-2203. ISSN 1613-0073.
[ITAT 2018. Conference on Information Technologies – Applications and Theory /18./. Plejsy (SK), 21.09.2018-25.09.2018]
Grant CEP: GA ČR GA17-01251S
GA MŠk(CZ) LM2015042
Institucionální podpora: RVO:67985807
Klíčová slova: black-box optimization * Gaussian processes * information criteria * model selection
Kód oboru RIV: IN - Informatika
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://ceur-ws.org/Vol-2203/64.pdf
Trvalý odkaz: http://hdl.handle.net/11104/0287367

0462951 - UIVT-O 2017 RIV US eng C - Konferenční příspěvek (zahraniční konf.)
Sorrosal, G. - Borges, C.E. - Holeňa, Martin - Macarulla, A.M. - Martin, C. - Alonso-Vicario, A.
Evolutionary Dynamic Optimization of Control Trajectories for the Catalytic Transformation of the Bioethanol-To-Olefins Process using Neural Networks.
GECCO '16 Companion Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion. New York: ACM, 2016 - (Friedrich, T.), s. 133-134. ISBN 978-1-4503-4323-7.
[GECCO 2016. Genetic and Evolutionary Computation Conference. Denver (US), 20.07.2016-24.07.2016]
BIOTRANS(ES) PI2013-40
Institucionální podpora: RVO:67985807
Klíčová slova: Evolutionary dynamic Optimization * BTO process
Kód oboru RIV: IN - Informatika
Trvalý odkaz: http://hdl.handle.net/11104/0262285

0478628 - UIVT-O 2018 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Šabata, T. - Borovička, T. - Holeňa, Martin
K-best Viterbi Semi-supervized Active Learning in Sequence Labelling.
Proceedings ITAT 2017: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2017 - (Hlaváčová, J.), s. 144-152. CEUR Workshop Proceedings, V-1885. ISBN 978-1974274741. ISSN 1613-0073.
[ITAT 2017. Conference on Theory and Practice of Information Technologies - Applications and Theory /17./. Martinské hole (SK), 22.09.2017-26.09.2017]
Grant CEP: GA ČR GA17-01251S
ČVUT(CZ) SGS17/210/OHK3/3T/18
Institucionální podpora: RVO:67985807
Klíčová slova: active learning * semi-supervised learning * sequence labelling * Viterbi algorithm
Kód oboru RIV: IN - Informatika
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://ceur-ws.org/Vol-1885/144.pdf
Trvalý odkaz: http://hdl.handle.net/11104/0274763

0462894 - UIVT-O 2017 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Šabata, T. - Borovička, T. - Holeňa, Martin
Modeling and Clustering the Behavior of Animals Using Hidden Markov Models.
Proceedings ITAT 2016: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2016 - (Brejová, B.), s. 172-178. CEUR Workshop Proceedings, V-1649. ISBN 978-1-5370-1674-0. ISSN 1613-0073.
[ITAT 2016. Conference on Theory and Practice of Information Technologies /16./. Tatranské Matliare (SK), 15.09.2016-19.09.2016]
Institucionální podpora: RVO:67985807
Klíčová slova: behavior patterns * behavioral sequences * clustering * hidden Markov models * Kullback-Leibler divergence
Kód oboru RIV: IN - Informatika
http://ceur-ws.org/Vol-1649/172.pdf
Trvalý odkaz: http://hdl.handle.net/11104/0262246

0493293 - UIVT-O 2019 RIV IE eng C - Konferenční příspěvek (zahraniční konf.)
Šabata, T. - Pulc, Petr - Holeňa, Martin
Semi-supervised and Active Learning in Video Scene Classification from Statistical Features.
ECML PKDD 2018: Workshop on Interactive Adaptive Learning. Proceedings. Dublin, 2018 - (Krempl, G.; Lemaire, V.; Kottke, D.; Calma, A.; Holzinger, A.; Polikar, R.; Sick, B.), s. 24-35
[ECML PKDD 2018: The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Dublin (IE), 10.09.2018-14.09.2018]
Grant CEP: GA ČR(CZ) GA18-18080S
Institucionální podpora: RVO:67985807
Klíčová slova: video data * scene classification * semi-supervised learning * active learning * colour statistics * feedforward neural networks
Kód oboru RIV: IN - Informatika
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
ttps://www.ies.uni-kassel.de/p/ial2018/ialatecml2018.pdf
Trvalý odkaz: http://hdl.handle.net/11104/0286680

0442868 - UIVT-O 2016 RIV NL eng J - Článek v odborném periodiku
Štefka, D. - Holeňa, Martin
Dynamic Classifier Aggregation using Interaction-Sensitive Fuzzy Measures.
Fuzzy Sets and Systems. Roč. 270, 1 July (2015), s. 25-52. ISSN 0165-0114
Grant CEP: GA ČR GA13-17187S
Institucionální podpora: RVO:67985807
Klíčová slova: Fuzzy integral * Fuzzy measure * Dynamic classifier aggregation
Kód oboru RIV: IN - Informatika
Impakt faktor: 2.098, rok: 2015
Štefka, D.
Trvalý odkaz: http://hdl.handle.net/11104/0245683

Citace, recenze

Citace:
HUANG, C. - YANG, Q.Y. - DU, M.W. - YANG, D.H. Financial distress prediction using SVM ensemble based on earnings manipulation and fuzzy integral. INTELLIGENT DATA ANALYSIS. ISSN 1088-467X, 2017, vol. 21, no. 3, p. 617-636.
CHEN, X. - HUANG, Y.A. - WANG, X.S. - YOU, Z.H. - CHAN, K.C.C. FMLNCSIM: fuzzy measure-based lncRNA functional similarity calculation model. ONCOTARGET. ISSN 1949-2553, JUL 19 2016, vol. 7, no. 29, p. 45948-45958.
STEPNICKA, M. - BURDA, M. - STEPNICKOVA, L. Fuzzy rule base ensemble generated from data by linguistic associations mining. FUZZY SETS AND SYSTEMS. ISSN 0165-0114, FEB 15 2016, vol. 285, SI, p. 140-161.
CHOU, C.C. A generalized similarity measure for fuzzy numbers. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS. ISSN 1064-1246, 2016, vol. 30, no. 2, p. 1147-1155.
HE, P. - GATIP, R. - YUNG, M. - ZENG, H.B. - SONG, H. Co-aromatization of olefin and methane over Ag-Ga/ZSM-5 catalyst at low temperature. APPLIED CATALYSIS B-ENVIRONMENTAL. ISSN 0926-3373, AUG 15 2017, vol. 211, p. 275-288.
SCHWACH, P. - PAN, X.L. - BAO, X.H. Direct Conversion of Methane to Value-Added Chemicals over Heterogeneous Catalysts: Challenges and Prospects. CHEMICAL REVIEWS. ISSN 0009-2665, JUL 12 2017, vol. 117, no. 13, p. 8497-8520.
NIPAN, G.D. Melt-assisted Phase Transformations of A/W/Mn/SiO2 (A = Li, Na, K, Rb, Cs) Composite Catalysts. INORGANIC MATERIALS. ISSN 0020-1685, JUN 2017, vol. 53, no. 6, p. 553-559.
FRIEDEL, M. - NITZSCHE, J. - KRAUSE, H. Catalyst Screening and Reactor Modeling for Oxidative Methane Coupling to Increase the Heating Value of Biogas. CHEMIE INGENIEUR TECHNIK. ISSN 0009-286X, JUN 2017, vol. 89, no. 6, p. 715-723.
LIU, K.F. - ZHAO, J. - ZHU, D. - MENG, F. - KONG, F.H. - TANG, Y.C. Oxidative coupling of methane in solid oxide fuel cell tubular membrane reactor with high ethylene yield. CATALYSIS COMMUNICATIONS. ISSN 1566-7367, JUN 2017, vol. 96, p. 23-27.
WANG, Y. - SUN, X.L. - ZHANG, J. - LI, J.L. A Theoretical Study on Methane C-H Bond Activation by Bare [FeO](+/0/-). JOURNAL OF PHYSICAL CHEMISTRY A. ISSN 1089-5639, MAY 11 2017, vol. 121, no. 18, p. 3501-3514.
WANG, H. - SCHMACK, R. - PAUL, B. - ALBRECHT, M. - SOKOLOV, S. - RUMMLER, S. - KONDRATENKO, E.V. - KRAEHNERT, R. Porous silicon carbide as a support for Mn/Na/W/SiC catalyst in the oxidative coupling of methane. APPLIED CATALYSIS A-GENERAL. ISSN 0926-860X, MAY 5 2017, vol. 537, p. 33-39.
CONG, L.N. - ZHAO, Y.H. - LI, S.G. - SUN, Y.H. Sr-doping effects on La2O3 catalyst for oxidative coupling of methane. CHINESE JOURNAL OF CATALYSIS. ISSN 0253-9837, MAY 2017, vol. 38, no. 5, p. 899-907.
WANG, B. - ALBARRACIN-SUAZO, S. - PAGAN-TORRES, Y. - NIKOLLA, E. Advances in methane conversion processes. CATALYSIS TODAY. ISSN 0920-5861, MAY 1 2017, vol. 285, p. 147-158.
ZICHITTELLA, G. - PAUNOVIC, V. - AMRUTE, A.P. - PEREZ-RAMIREZ, J. Catalytic Oxychlorination versus Oxybromination for Methane Functionalization. ACS CATALYSIS. ISSN 2155-5435, MAR 2017, vol. 7, no. 3, p. 1805-1817.
SOLLIER, B.M. - GOMEZ, L.E. - BOIX, A.V. - MIRO, E.E. Oxidative coupling of methane on Sr/La2O3 catalysts: Improving the catalytic performance using cordierite monoliths and ceramic foams as structured substrates. APPLIED CATALYSIS A-GENERAL. ISSN 0926-860X, FEB 25 2017, vol. 532, p. 65-76.
LATIMER, A.A. - ALJAMA, H. - KAKEKHANI, A. - YOO, J.S. - KULKARNI, A. - TSAI, C. - GARCIA-MELCHOR, M. - ABILD-PEDERSEN, F. - NORSKOV, J.K. Mechanistic insights into heterogeneous methane activation. PHYSICAL CHEMISTRY CHEMICAL PHYSICS. ISSN 1463-9076, FEB 7 2017, vol. 19, no. 5, p. 3575-3581.
LUO, L.F. - JIN, Y.K. - PAN, H.B. - ZHENG, X.S. - WU, L.H. - YOU, R. - HUANG, W.X. Distribution and role of Li in Li-doped MgO catalysts for oxidative coupling of methane. JOURNAL OF CATALYSIS. ISSN 0021-9517, FEB 2017, vol. 346, p. 57-61.
SCHWARZ, H. - GONZALEZ-NAVARRETE, P. - LI, J.L. - SCHLANGEN, M. - SUN, X.Y. - WEISKE, T. - ZHOU, S.D. Unexpected Mechanistic Variants in the Thermal Gas-Phase Activation of Methane. ORGANOMETALLICS. ISSN 0276-7333, JAN 9 2017, vol. 36, no. 1, p. 8-17.
NOON, D. - ZOHOUR, B. - BAE, A. - SEUBSAI, A. - SENKAN, S. Effects of Ir-doping on the transition from oxidative coupling to partial oxidation of methane in La2O3-CeO2 nanofiber catalysts: spatial concentration and temperature profiles. RSC ADVANCES. ISSN 2046-2069, 2017, vol. 7, no. 43, p. 26783-26789.
KEE, R.J. - KARAKAYA, C. - ZHU, H.Y. Process intensification in the catalytic conversion of natural gas to fuels and chemicals. PROCEEDINGS OF THE COMBUSTION INSTITUTE. ISSN 1540-7489, 2017, vol. 36, no. 1, p. 51-76.
KONDRATENKO, E.V. - PEPPEL, T. - SEEBURG, D. - KONDRATENKO, V.A. - KALEVARU, N. - MARTIN, A. - WOHLRAB, S. Methane conversion into different hydrocarbons or oxygenates: current status and future perspectives in catalyst development and reactor operation. CATALYSIS SCIENCE & TECHNOLOGY. ISSN 2044-4753, 2017, vol. 7, no. 2, p. 366-381.
LI, Z.N. - HE, L. - WANG, S.L. - YI, W.Z. - ZOU, S.H. - XIAO, L.P. - FAN, J. Fast Optimization of LiMgMnOx/La2O3 Catalysts for the Oxidative Coupling of Methane. ACS COMBINATORIAL SCIENCE. ISSN 2156-8952, JAN 2017, vol. 19, no. 1, p. 15-24.
CHUNG, E.Y. - WANG, W.K. - NADGOUDA, S.G. - BASER, D.S. - SOFRANKO, J.A. - FAN, L.S. Catalytic Oxygen Carriers and Process Systems for Oxidative Coupling of Methane Using the Chemical Looping Technology. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH. ISSN 0888-5885, DEC 21 2016, vol. 55, no. 50, p. 12750-12764.
NIPAN, G.D. - BUZANOV, G.A. - ZHIZHIN, K.Y. - KUZNETSOV, N.T. Phase states of Li(Na,K,Rb,Cs)/W/Mn/SiO2 composite catalysts for oxidative coupling of methane. RUSSIAN JOURNAL OF INORGANIC CHEMISTRY. ISSN 0036-0236, DEC 2016, vol. 61, no. 14, p. 1689-1707.
GORDIENKO, Y. - USMANOV, T. - BYCHKOV, V. - LOMONOSOV, V. - FATTAKHOVA, Z. - TULENIN, Y. - SHASHKIN, D. - SINEV, M. Oxygen availability and catalytic performance of NaWMn/SiO2 mixed oxide and its components in oxidative coupling of methane. CATALYSIS TODAY. ISSN 0920-5861, DEC 1 2016, vol. 278, 1, SI, p. 127-134.
OBRADOVIC, A. - THYBAUT, J.W. - MARIN, G.B. Oxidative Coupling of Methane: Opportunities for Microkinetic Model-Assisted Process Implementations. CHEMICAL ENGINEERING & TECHNOLOGY. ISSN 0930-7516, NOV 2016, vol. 39, no. 11, SI, p. 1996-2010.
SUN, X.Y. - ZHOU, S.D. - SCHLANGEN, M. - SCHWARZ, H. Thermal Methane Activation by [Si2O5](center dot+) and [Si2O5H2](center dot+): Reactivity Enhancement by Hydrogenation. ANGEWANDTE CHEMIE-INTERNATIONAL EDITION. ISSN 1433-7851, OCT 10 2016, vol. 55, no. 42, p. 13345-13348.
KOGLER, M. - KOCK, E.M. - KLOTZER, B. - PENNER, S. Structure-Property Relationships in the Y2O3-ZrO2 Phase Diagram: Influence of the Y-Content on Reactivity in C1 Gases, Surface Conduction, and Surface Chemistry. JOURNAL OF PHYSICAL CHEMISTRY C. ISSN 1932-7447, OCT 6 2016, vol. 120, no. 39, p. 22443-22454.
HIYOSHI, N. - SATO, K. Oxidative coupling of methane over Mn-Na2WO4/SiO2 catalyst with continuous supply of alkali chloride vapor. FUEL PROCESSING TECHNOLOGY. ISSN 0378-3820, OCT 2016, vol. 151, p. 148-154.
LI, J.L. - ZHOU, S.D. - ZHANG, J. - SCHLANGEN, M. - USHARANI, D. - SHAIK, S. - SCHWARZ, H. Mechanistic Variants in Gas-Phase Metal-Oxide Mediated Activation of Methane at Ambient Conditions. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY. ISSN 0002-7863, SEP 7 2016, vol. 138, no. 35, p. 11368-11377.
YILDIZ, M. - AKSU, Y. - SIMON, U. - OTREMBA, T. - KAILASAM, K. - GOBEL, C. - GIRGSDIES, F. - GORKE, O. - ROSOWSKI, F. - THOMAS, A. - SCHOMACKER, R. - ARNDT, S. Silica material variation for the MnxOy-Na2WO4/SiO2. APPLIED CATALYSIS A-GENERAL. ISSN 0926-860X, SEP 5 2016, vol. 525, p. 168-179.
LOMONOSOV, V.I. - SINEV, M.Y. Oxidative coupling of methane: Mechanism and kinetics. KINETICS AND CATALYSIS. ISSN 0023-1584, SEP 2016, vol. 57, no. 5, p. 647-676.
ANSHITS, A.G. - BAYUKOV, O.A. - KONDRATENKO, E.V. - ANSHITS, N.N. - PLETNEV, O.N. - RABCHEVSKII, E.V. - SOLOVYOV, L.A. Catalytic properties and nature of active centers of ferrospheres in oxidative coupling of methane. APPLIED CATALYSIS A-GENERAL. ISSN 0926-860X, AUG 25 2016, vol. 524, p. 192-199.
TAPAN, N.A. - YILDIRIM, R. - GUNAY, M.E. Analysis of past experimental data in literature to determine conditions for high performance in biodiesel production. BIOFUELS BIOPRODUCTS & BIOREFINING-BIOFPR. ISSN 1932-104X, JUL-AUG 2016, vol. 10, no. 4, p. 422-434.
FARRELL, B.L. - IGENEGBAI, V.O. - LINIC, S. A Viewpoint on Direct Methane Conversion to Ethane and Ethylene Using Oxidative Coupling on Solid Catalysts. ACS CATALYSIS. ISSN 2155-5435, JUL 2016, vol. 6, no. 7, p. 4340-4346.
KARAKAYA, C. - KEE, R.J. Progress in the direct catalytic conversion of methane to fuels and chemicals. PROGRESS IN ENERGY AND COMBUSTION SCIENCE. ISSN 0360-1285, JUL 2016, vol. 55, p. 60-97.
LI, J.L. - ZHOU, S.D. - ZHANG, J. - SCHLANGEN, M. - WEISKE, T. - USHARANI, D. - SHAIK, S. - SCHWARZ, H. Electronic Origins of the Variable Efficiency of Room-Temperature Methane Activation by Homo- and Heteronuclear Cluster Oxide Cations [XYO2](+) (X, Y = Al, Si, Mg): Competition between Proton-Coupled Electron Transfer and Hydrogen-Atom Transfer. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY. ISSN 0002-7863, JUN 29 2016, vol. 138, no. 25, p. 7973-7981.
CHU, C.Q. - ZHAO, Y.H. - LI, S.G. - SUN, Y.H. Correlation between the acid-base properties of the La2O3 catalyst and its methane reactivity. PHYSICAL CHEMISTRY CHEMICAL PHYSICS. ISSN 1463-9076, JUN 28 2016, vol. 18, no. 24, p. 16509-16517.
OLIVOS-SUAREZ, A.I. - SZECSENYI, A. - HENSEN, E.J.M. - RUIZ-MARTINEZ, J. - PIDKO, E.A. - GASCON, J. Strategies for the Direct Catalytic Valorization of Methane Using Heterogeneous Catalysis: Challenges and Opportunities. ACS CATALYSIS. ISSN 2155-5435, MAY 2016, vol. 6, no. 5, p. 2965-2981.
KOGLER, M. - KOCK, E.M. - STOGER-POLLACH, M. - SCHWARZ, S. - SCHACHINGER, T. - KLOTZER, B. - PENNER, S. Distinct carbon growth mechanisms on the components of Ni/YSZ materials. MATERIALS CHEMISTRY AND PHYSICS. ISSN 0254-0584, APR 15 2016, vol. 173, p. 508-515.
YAKOVLEVA, I.S. - BANZARAKTSAEVA, S.P. - OVCHINNIKOVA, E.V. - CHUMACHENKO, V.A. - ISUPOVA, L.A. Catalytic Dehydration of Bioethanol to Ethylene. CATALYSIS IN INDUSTRY. ISSN 2070-0504, APR 2016, vol. 8, no. 2, p. 152-167.
KUMAR, G. - LAU, S.L.J. - KRCHA, M.D. - JANIK, M.J. Correlation of Methane Activation and Oxide Catalyst Reducibility and Its Implications for Oxidative Coupling. ACS CATALYSIS. ISSN 2155-5435, MAR 2016, vol. 6, no. 3, p. 1812-1821.
KOGLER, M. - KOCK, E.M. - KLOTZER, B. - PERFLER, L. - PENNER, S. Surface Reactivity of YSZ, Y2O3, and ZrO2 toward CO, CO2, and CH4: A Comparative Discussion. JOURNAL OF PHYSICAL CHEMISTRY C. ISSN 1932-7447, FEB 25 2016, vol. 120, no. 7, p. 3882-3898.
CHU, C.Q. - ZHAO, Y.H. - LI, S.G. - SUN, Y.H. CO2 Chemisorption and Its Effect on Methane Activation in La2O3-Catalyzed Oxidative Coupling of Methane. JOURNAL OF PHYSICAL CHEMISTRY C. ISSN 1932-7447, FEB 11 2016, vol. 120, no. 5, p. 2737-2746.
KOGLER, M. - KOCK, E.M. - KLOTZER, B. - SCHACHINGER, T. - WALLISCH, W. - HENN, R. - HUCK, C.W. - HEJNY, C. - PENNER, S. High-Temperature Carbon Deposition on Oxide Surfaces by CO Disproportionation. JOURNAL OF PHYSICAL CHEMISTRY C. ISSN 1932-7447, JAN 28 2016, vol. 120, no. 3, p. 1795-1807.
ISMAGILOV, I.Z. - MATUS, E.V. - KUZNETSOV, V.V. - KERZHENTSEV, M.A. - YASHNIK, S.A. - LARINA, T.V. - PROSVIRIN, I.P. - NAVARRO, R.M. - FIERRO, J.L.G. - GERRITSEN, G. - ABBENHUIS, H.C.L. - ISMAGILOV, Z.R. Effect of Preparation Mode on the Properties of Mn-Na-W/SiO2 Catalysts for Oxidative Coupling of Methane: Conventional Methods vs. POSS Nanotechnology. EURASIAN CHEMICO-TECHNOLOGICAL JOURNAL. ISSN 1562-3920, 2016, vol. 18, no. 2, p. 93-110.
MESTERS, C. A Selection of Recent Advances in C1 Chemistry. ANNUAL REVIEW OF CHEMICAL AND BIOMOLECULAR ENGINEERING, VOL 7. ISSN 1947-5438, 2016, vol. 7, p. 223-+.
FARRELL, B.L. - LINIC, S. Oxidative coupling of methane over mixed oxide catalysts designed for solid oxide membrane reactors. CATALYSIS SCIENCE & TECHNOLOGY. ISSN 2044-4753, 2016, vol. 6, no. 12, p. 4370-4376.
TAPAN, N.A. - GUNAY, M.E. - YILDIRIM, R. Constructing global models from past publications to improve design and operating conditions for direct alcohol fuel cells. CHEMICAL ENGINEERING RESEARCH & DESIGN. ISSN 0263-8762, JAN 2016, vol. 105, p. 162-170.
PETER, M. - MARKS, T.J. Platinum Metal-Free Catalysts for Selective Soft Oxidative Methane -> Ethylene Coupling. Scope and Mechanistic Observations. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY. ISSN 0002-7863, DEC 9 2015, vol. 137, no. 48, p. 15234-15240.
PENNEMANN, H. - BELLINGHAUSEN, R. - WESTERMANN, T. - MLECZKO, L. Reforming of Methane in a Multistage Microstructured Reactor. CHEMICAL ENGINEERING & TECHNOLOGY. ISSN 0930-7516, OCT 2015, vol. 38, no. 10, SI, p. 1883-1893.
OTHMAN, N.H. - WU, Z.T. - LI, K. Micro-structured Bi1.5Y0.3Sm0.2O3- catalysts for oxidative coupling of methane. AICHE JOURNAL. ISSN 0001-1541, OCT 2015, vol. 61, no. 10, p. 3451-3458.
DING, X.L. - WANG, D. - WU, X.N. - LI, Z.Y. - ZHAO, Y.X. - HE, S.G. High reactivity of nanosized niobium oxide cluster cations in methane activation: A comparison with vanadium oxides. JOURNAL OF CHEMICAL PHYSICS. ISSN 0021-9606, SEP 28 2015, vol. 143, no. 12.
SERRES, T. - AQUINO, C. - MIRODATOS, C. - SCHUURMAN, Y. Influence of the composition/texture of Mn-Na-W catalysts on the oxidative coupling of methane. APPLIED CATALYSIS A-GENERAL. ISSN 0926-860X, SEP 5 2015, vol. 504, SI, p. 509-518.
ABATE, S. - CENTI, G. - LANZAFAME, P. - PERATHONER, S. The energy-chemistry nexus: A vision of the future from sustainability perspective. JOURNAL OF ENERGY CHEMISTRY. ISSN 2095-4956, SEP 2015, vol. 24, no. 5, SI, p. 535-547.
SCHWACH, P. - FRANDSEN, W. - WILLINGER, M.G. - SCHLOGL, R. - TRUNSCHKE, A. Structure sensitivity of the oxidative activation of methane over MgO model catalysts: I. Kinetic study. JOURNAL OF CATALYSIS. ISSN 0021-9517, SEP 2015, vol. 329, p. 560-573.
OTHMAN, N.H. - WU, Z.T. - LI, K. An oxygen permeable membrane microreactor with an in-situ deposited Bi1.5Y0.3Sm0.2O3-delta catalyst for oxidative coupling of methane. JOURNAL OF MEMBRANE SCIENCE. ISSN 0376-7388, AUG 15 2015, vol. 488, p. 182-193.
ISMAGILOV, I.Z. - MATUS, E.V. - VASIL'EV, S.D. - KUZNETSOV, V.V. - KERZHENTSEV, M.A. - ISMAGILOV, Z.R. Oxidative Condensation of Methane in the Presence of Modified MnNaW/SiO2 Catalysts. KINETICS AND CATALYSIS. ISSN 0023-1584, JUL 2015, vol. 56, no. 4, p. 456-465.
ANSHITS, A.G. - BAYUKOV, O.A. - ANSHITS, N.N. - PLETNEV, O.N. - RABCHEVSKII, E.V. - VERESHCHAGIN, S.N. - KONDRATENKO, E.V. Nature of the Active Sites of Ferrospheres in the Oxidative Condensation of Methane. KINETICS AND CATALYSIS. ISSN 0023-1584, JUL 2015, vol. 56, no. 4, p. 523-531.
SCHWARZ, H. Thermal hydrogen-atom transfer from methane: A mechanistic exercise. CHEMICAL PHYSICS LETTERS. ISSN 0009-2614, JUN 1 2015, vol. 629, p. 91-101.
HIYOSHI, N. - IKEDA, T. Oxidative coupling of methane over alkali chloride-Mn-Na2WO4/SiO2 catalysts: Promoting effect of molten alkali chloride. FUEL PROCESSING TECHNOLOGY. ISSN 0378-3820, MAY 2015, vol. 133, p. 29-34.
SCHLOGL, R. Heterogeneous Catalysis. ANGEWANDTE CHEMIE-INTERNATIONAL EDITION. ISSN 1433-7851, MAR 9 2015, vol. 54, no. 11, SI, p. 3465-3520.
PHAM, T.L.M. - LEGGESSE, E.G. - JIANG, J.C. Ethylene formation by methane dehydrogenation and C-C coupling reaction on a stoichiometric IrO2 (110) surface - a density functional theory investigation. CATALYSIS SCIENCE & TECHNOLOGY. ISSN 2044-4753, 2015, vol. 5, no. 8, p. 4064-4071.
SADJADI, S. - JASO, S. - GODINI, H.R. - ARNDT, S. - WOLLGARTEN, M. - BLUME, R. - GORKE, O. - SCHOMACKER, R. - WOZNY, G. - SIMON, U. Feasibility study of the Mn-Na2WO4/SiO2 catalytic system for the oxidative coupling of methane in a fluidized-bed reactor. CATALYSIS SCIENCE & TECHNOLOGY. ISSN 2044-4753, 2015, vol. 5, no. 2, p. 942-952.
HORN, R. - SCHLOGL, R. Methane Activation by Heterogeneous Catalysis. CATALYSIS LETTERS. ISSN 1011-372X, JAN 2015, vol. 145, no. 1, p. 23-39.
CHU, C.Q. - ZHAO, Y.H. - LI, S.G. - SUN, Y.H. Role of Peroxides on La2O3 Catalysts in Oxidative Coupling of Methane. JOURNAL OF PHYSICAL CHEMISTRY C. ISSN 1932-7447, DEC 4 2014, vol. 118, no. 48, p. 27954-27960.
THYBAUT, J.W. - MARIN, G.B. - MIRODATOS, C. - SCHUURMAN, Y. - VAN VEEN, A.C. - SADYKOV, V.A. - PENNEMANN, H. - BELLINGHAUSEN, R. - MLECZKO, L. A Novel Technology for Natural Gas Conversion by Means of Integrated Oxidative Coupling and Dry Reforming of Methane. CHEMIE INGENIEUR TECHNIK. ISSN 0009-286X, NOV 2014, vol. 86, no. 11, p. 1855-1870.
BRUCKNER, A. In Situ EPR Spectroscopy in Heterogeneous Catalysis: Stepchild or Ray of Hope?. CHEMIE INGENIEUR TECHNIK. ISSN 0009-286X, NOV 2014, vol. 86, no. 11, p. 1871-1882.
ALBRECHT, M. - RODEMERCK, U. - KONDRATENKO, E.V. Higher Hydrocarbon Production through Oxidative Coupling of Methane Combined with Hydrogenation of Carbon Oxides. CHEMIE INGENIEUR TECHNIK. ISSN 0009-286X, NOV 2014, vol. 86, no. 11, p. 1894-1900.
GODINI, H.R. - FLEISCHER, V. - GORKE, O. - JASO, S. - SCHOMACKER, R. - WOZNY, G. Thermal Reaction Analysis of Oxidative Coupling of Methane. CHEMIE INGENIEUR TECHNIK. ISSN 0009-286X, NOV 2014, vol. 86, no. 11, p. 1906-1915.
RAS, E.J. - GOMEZ-QUERO, S. Oxidative Coupling of Methane in Small Scale Parallel Reactors. TOPICS IN CATALYSIS. ISSN 1022-5528, NOV 2014, vol. 57, no. 17-20, p. 1392-1399.
GODINI, H.R. - GILI, A. - GORKE, O. - ARNDT, S. - SIMON, U. - THOMAS, A. - SCHOMACKER, R. - WOZNY, G. Sol-gel method for synthesis of Mn-Na2WO4/SiO2 catalyst for methane oxidative coupling. CATALYSIS TODAY. ISSN 0920-5861, NOV 1 2014, vol. 236, A, p. 12-22.
ZOHOUR, B. - NOON, D. - SENKAN, S. Spatial Concentration and Temperature Profiles in Dual-Packed-Bed Catalytic Reactors: Oxidative Coupling of Methane. CHEMCATCHEM. ISSN 1867-3880, OCT 2014, vol. 6, no. 10, p. 2815-2820.
IVANOV, D.V. - ISUPOVA, L.A. - GERASIMOV, E.Y. - DOVLITOVA, L.S. - GLAZNEVA, T.S. - PROSVIRIN, I.P. Oxidative methane coupling over Mg, Al, Ca, Ba, Pb-promoted SrTiO3 and Sr2TiO4: Influence of surface composition and microstructure. APPLIED CATALYSIS A-GENERAL. ISSN 0926-860X, SEP 5 2014, vol. 485, p. 10-19.
EPPINGER, T. - WEHINGER, G. - KRAUME, M. Parameter optimization for the oxidative coupling of methane in a fixed bed reactor by combination of response surface methodology and computational fluid dynamics. CHEMICAL ENGINEERING RESEARCH & DESIGN. ISSN 0263-8762, SEP 2014, vol. 92, no. 9, p. 1693-1703.
KOIRALA, R. - BUCHEL, R. - PRATSINIS, S.E. - BAIKER, A. Oxidative coupling of methane on flame-made Mn-Na2WO4/SiO2: Influence of catalyst composition and reaction conditions. APPLIED CATALYSIS A-GENERAL. ISSN 0926-860X, AUG 22 2014, vol. 484, p. 97-107.
BALAKOTAIAH, V. - WEST, D.H. Thermal effects and bifurcations in gas phase catalytic partial oxidations. CURRENT OPINION IN CHEMICAL ENGINEERING. ISSN 2211-3398, AUG 2014, vol. 5, p. 68-77.
BRANCO, J.B. - FERREIRA, A.C. - LEAL, J.P. Light hydrocarbons production over bimetallic calcium-actinide oxide catalysts using N2O as oxidant. JOURNAL OF MOLECULAR CATALYSIS A-CHEMICAL. ISSN 1381-1169, AUG 2014, vol. 390, p. 45-51.
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