Zobrazeno 1 - 10
of 20
pro vyhledávání: '"Hakan Ezgi Kiziloz"'
Autor:
Ayca Deniz, Hakan Ezgi Kiziloz
Publikováno v:
2022 International Joint Conference on Neural Networks (IJCNN).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2379d829eb920a36c09b7dea2172ba4a
https://doi.org/10.1109/ijcnn55064.2022.9892123
https://doi.org/10.1109/ijcnn55064.2022.9892123
Autor:
Hakan Ezgi Kiziloz
Publikováno v:
Neurocomputing. 419:97-107
Feature selection has become an indispensable preprocessing step in an expert system. Improving the feature selection performance could guide such a system to make better decisions. Classifier ensembles are known to improve performance when compared
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::45326ef3b6f57e1ea5903c206ccd45e1
https://doi.org/10.1016/j.neucom.2020.07.113
https://doi.org/10.1016/j.neucom.2020.07.113
Publikováno v:
Pattern Recognition Letters, 140, 245-251. Elsevier
Predicting the gender of a text document’s author, also known as gender identification, is a well-studied authorship categorization task in the literature. A common theme in gender identification studies is that gender is considered a binary task.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::13e0fbcbe0bad829b54fc08e27858456
https://doi.org/10.1016/j.patrec.2020.10.002
https://doi.org/10.1016/j.patrec.2020.10.002
Autor:
Hakan Ezgi Kiziloz
Publikováno v:
Volume: 8, Issue: 1 57-61
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Wireless sensor networks (WSN) has been a prominent topic for the past decade. WSN consist of multiple sensor nodes, which collect and convey data to the base station(s). Sensor nodes are expected to run on batteries, and it makes energy the scarce r
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9906b9f13008fadd86e07e848cb85957
https://doi.org/10.17694/bajece.613154
https://doi.org/10.17694/bajece.613154
Publikováno v:
Expert Systems. 39
The COVID-19 pandemic has huge effects on the global community and an extreme burden on health systems. There are more than 185 million confirmed cases and 4 million deaths as of July 2021. Besides, the exponential rise in COVID-19 cases requires a q
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::539f68fbc7a16350143d36967aff330e
https://doi.org/10.1111/exsy.12949
https://doi.org/10.1111/exsy.12949
Autor:
Ayça Deniz, Hakan Ezgi Kiziloz
Publikováno v:
Expert Systems with Applications. 137:11-21
Performance of evolutionary algorithms depends on many factors such as population size, number of generations, crossover or mutation probability, etc. Generating the initial population is one of the important steps in evolutionary algorithms. A poor
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7d64e8bee9bfc65952e8d600620aeeb1
https://doi.org/10.1016/j.eswa.2019.06.063
https://doi.org/10.1016/j.eswa.2019.06.063
Autor:
Ayça Deniz, Hakan Ezgi Kiziloz
Publikováno v:
SMC
With the advance in technology, the volume of available data grows massively. Therefore, feature selection has become an essential preprocessing step to extract valuable information. Feature selection is the task of reducing the number of features by
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6f9d8b3b46f84d8978c7179bed3163c0
https://doi.org/10.1109/smc42975.2020.9282969
https://doi.org/10.1109/smc42975.2020.9282969
Publikováno v:
Neurocomputing. 306:94-107
Teaching Learning Based Optimization (TLBO) is a new metaheuristic that has been successfully applied to several intractable optimization problems in recent years. In this study, we propose a set of novel multiobjective TLBO algorithms combined with
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a7a89506849e4036018c43d268ad4bca
https://doi.org/10.1016/j.neucom.2018.04.020
https://doi.org/10.1016/j.neucom.2018.04.020
A robust and cooperative parallel tabu search algorithm for the maximum vertex weight clique problem
Autor:
Hakan Ezgi Kiziloz, Tansel Dokeroglu
Publikováno v:
Computers & Industrial Engineering. 118:54-66
The maximum vertex weight clique problem (MVWCP) is a challenging NP-Hard combinatorial optimization problem that searches for a clique with maximum total sum of vertices’ weights. In this study, we propose a robust and cooperative parallel tabu se
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8e49b8a28e031a625bebc80fe68da3c9
https://doi.org/10.1016/j.cie.2018.02.018
https://doi.org/10.1016/j.cie.2018.02.018
Publikováno v:
Knowledge-Based Systems. 227:107219
The Harris’ Hawks Optimization (HHO) is a recent metaheuristic inspired by the cooperative behavior of the hawks. These avians apply many intelligent techniques like surprise pounce (seven kills) while they are catching their prey according to the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8c73c865d952233dd7247fe0a27284d5
https://doi.org/10.1016/j.knosys.2021.107219
https://doi.org/10.1016/j.knosys.2021.107219