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export results for "Genetic Algorithms and Machine Learning"
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@article{DBLP:journals/access/GodbinJ24,
author = {A. Beena Godbin and
S. Graceline Jasmine},
title = {Leveraging Radiomics and Genetic Algorithms to Improve Lung Infection
Diagnosis in X-Ray Images Using Machine Learning},
journal = {{IEEE} Access},
volume = {12},
pages = {47656--47671},
year = {2024}
}
@article{DBLP:journals/cj/TiryakiT24,
author = {Volkan M{\"{u}}jdat Tiryaki and
Nedim Tutkun},
title = {Breast Cancer Mass Classification Using Machine Learning, Binary-Coded
Genetic Algorithms and an Ensemble of Deep Transfer Learning},
journal = {Comput. J.},
volume = {67},
number = {3},
pages = {1111--1125},
year = {2024}
}
@article{DBLP:journals/compsec/SharifB23,
author = {Dyari Mohammad Sharif and
Hakem Beitollahi},
title = {Detection of application-layer DDoS attacks using machine learning
and genetic algorithms},
journal = {Comput. Secur.},
volume = {135},
pages = {103511},
year = {2023}
}
@article{DBLP:journals/concurrency/ThabitCWQTA23,
author = {Fursan Thabit and
{\"{O}}zg{\"{u}} Can and
Rizwan Uz Zaman Wani and
Mohammed Ali Qasem and
S. B. Thorat and
Hoda A. AlKhzaimi},
title = {Data security techniques in cloud computing based on machine learning
algorithms and cryptographic algorithms: Lightweight algorithms and
genetics algorithms},
journal = {Concurr. Comput. Pract. Exp.},
volume = {35},
number = {21},
year = {2023}
}
@article{DBLP:journals/eswa/BuminO23,
author = {Mete Bumin and
Mehmet {\"{O}}z{\c{c}}alici},
title = {Predicting the direction of financial dollarization movement with
genetic algorithm and machine learning algorithms: The case of Turkey},
journal = {Expert Syst. Appl.},
volume = {213},
number = {Part},
pages = {119301},
year = {2023}
}
@article{DBLP:journals/jcc/RezendeSB23,
author = {Umar Lucio Rezende and
Leonardo A. De Souza and
Jadson Cl{\'{a}}udio Belchior},
title = {An approach based on genetic algorithms and machine learning coupled
for studying alloy and molecular clusters by optimizing quantum energy
surfaces},
journal = {J. Comput. Chem.},
volume = {44},
number = {24},
pages = {1956--1969},
year = {2023}
}
@article{DBLP:journals/remotesensing/XuWYLL23,
author = {Baisheng Xu and
Wei Wu and
Haohui Ye and
Xinrong Li and
Hongbin Liu},
title = {Monitoring the Area Change in the Three Gorges Reservoir Riparian
Zone Based on Genetic Algorithm Optimized Machine Learning Algorithms
and Sentinel-1 Data},
journal = {Remote. Sens.},
volume = {15},
number = {23},
pages = {5456},
year = {2023}
}
@inproceedings{DBLP:conf/ccwc/Randrianasolo23,
author = {Arisoa S. Randrianasolo},
title = {Predicting {EURO} Games Using an Ensemble Technique Involving Genetic
Algorithms and Machine Learning},
booktitle = {{CCWC}},
pages = {470--475},
publisher = {{IEEE}},
year = {2023}
}
@phdthesis{DBLP:phd/gr/Grigoriadis22,
author = {Dimitris Grigoriadis},
title = {Machine learning algorithms for large scale transcriptomic and genetic
data},
school = {University of Thessaly, Greece},
year = {2022}
}
@article{DBLP:journals/mbec/Garcia-Gutierrez22,
author = {Fernando Garc{\'{\i}}a{-}Gutierrez and
Josefa D{\'{\i}}az {\'{A}}lvarez and
Jordi A. Matias{-}Guiu and
Vanesa Pytel and
Jorge Mat{\'{\i}}as{-}Guiu and
Mar{\'{\i}}a Nieves Cabrera{-}Mart{\'{\i}}n and
Jos{\'{e}} L. Ayala},
title = {{GA-MADRID:} design and validation of a machine learning tool for
the diagnosis of Alzheimer's disease and frontotemporal dementia using
genetic algorithms},
journal = {Medical Biol. Eng. Comput.},
volume = {60},
number = {9},
pages = {2737--2756},
year = {2022}
}
@inproceedings{DBLP:conf/cec/LongKJ22,
author = {Xinpeng Long and
Michael Kampouridis and
Delaram Jarchi},
title = {An in-depth investigation of genetic programming and nine other machine
learning algorithms in a financial forecasting problem},
booktitle = {{CEC}},
pages = {1--8},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/iberamia/YokoyamaFS22,
author = {Andr{\'{e}} M. Yokoyama and
Mariza Ferro and
Bruno Schulze},
title = {A Multi-objective Hyperparameter Optimization for Machine Learning
Using Genetic Algorithms: {A} Green {AI} Centric Approach},
booktitle = {{IBERAMIA}},
series = {Lecture Notes in Computer Science},
volume = {13788},
pages = {133--144},
publisher = {Springer},
year = {2022}
}
@article{DBLP:journals/sensors/PalkaKPRK21,
author = {Filip Palka and
Wojciech Ksiazek and
Pawel Plawiak and
Michal Romaszewski and
Kamil Ksiazek},
title = {Hyperspectral Classification of Blood-Like Substances Using Machine
Learning Methods Combined with Genetic Algorithms in Transductive
and Inductive Scenarios},
journal = {Sensors},
volume = {21},
number = {7},
pages = {2293},
year = {2021}
}
@inproceedings{DBLP:conf/icecsys/AliaBMPMP21,
author = {Gazmend Alia and
Andi Buzo and
Hannes Maier{-}Flaig and
Klaus{-}Willi Pieper and
Linus Maurer and
Georg Pelz},
title = {Machine learning-based acceleration of Genetic Algorithms for Parameter
Extraction of highly dimensional {MOSFET} Compact Models},
booktitle = {{ICECS}},
pages = {1--4},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/infocom/RanaA21,
author = {Sachin Rana and
Ahmet Aksoy},
title = {Automated Fast-flux Detection using Machine Learning and Genetic Algorithms},
booktitle = {{INFOCOM} Workshops},
pages = {1--6},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/wecwis/TouateZ21,
author = {Chaima Ahle Touate and
Hicham Zougagh},
title = {Classification of Documents Using Machine Learning and Genetic Algorithms},
booktitle = {{CBI}},
series = {Lecture Notes in Business Information Processing},
volume = {416},
pages = {56--72},
publisher = {Springer},
year = {2021}
}
@incollection{DBLP:series/ncs/0001A021,
author = {Yi Mei and
Mazhar Ansari Ardeh and
Mengjie Zhang},
title = {Knowledge Transfer in Genetic Programming Hyper-heuristics},
booktitle = {Automated Design of Machine Learning and Search Algorithms},
series = {Natural Computing Series},
pages = {149--169},
publisher = {Springer},
year = {2021}
}
@inproceedings{DBLP:conf/cibcb/Leong20,
author = {Mae Leong},
title = {A Comparative Study on Machine Learning Algorithms and {A} Hybrid
Model of Genetic Algorithm and Neural Network for Mesothelioma Diagnosis},
booktitle = {{CIBCB}},
pages = {1--8},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/edm/AulckNW20,
author = {Lovenoor S. Aulck and
Dev Nambi and
Jevin West},
title = {Increasing Enrollment by Optimizing Scholarship Allocations Using
Machine Learning and Genetic Algorithms},
booktitle = {{EDM}},
publisher = {International Educational Data Mining Society},
year = {2020}
}
@article{DBLP:journals/corr/abs-2011-02188,
author = {Filip Palka and
Wojciech Ksiazek and
Pawel Plawiak and
Michal Romaszewski and
Kamil Ksiazek},
title = {Hyperspectral classification of blood-like substances using machine
learning methods combined with genetic algorithms in transductive
and inductive scenarios},
journal = {CoRR},
volume = {abs/2011.02188},
year = {2020}
}
@phdthesis{DBLP:phd/ethos/Abdulaimma19,
author = {B. Abdulaimma},
title = {High dimensional analysis of genetic data for the classification of
type 2 diabetes using advanced machine learning algorithms},
school = {Liverpool John Moores University, {UK}},
year = {2019}
}
@incollection{DBLP:series/isrl/KappaarampidisDP19,
author = {Konstantinos Karampidis and
Ioannis Deligiannis and
Giorgos Papadourakis},
title = {Combining Genetic Algorithms and Neural Networks for File Forgery
Detection},
booktitle = {Machine Learning Paradigms},
series = {Intelligent Systems Reference Library},
volume = {149},
pages = {317--335},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/pdp/PennisiR018,
author = {Marzio Pennisi and
Giulia Russo and
Francesco Pappalardo},
title = {Combining Parallel Genetic Algorithms and Machine Learning to Improve
the Research of Optimal Vaccination Protocols},
booktitle = {{PDP}},
pages = {399--405},
publisher = {{IEEE} Computer Society},
year = {2018}
}
@article{DBLP:journals/corr/abs-1805-11232,
author = {Gon{\c{c}}alo Abreu and
Rui Ferreira Neves and
Nuno Horta},
title = {Currency exchange prediction using machine learning, genetic algorithms
and technical analysis},
journal = {CoRR},
volume = {abs/1805.11232},
year = {2018}
}
@phdthesis{DBLP:phd/basesearch/MaganaMora17,
author = {Arturo Magana{-}Mora},
title = {Genetic Algorithms for Optimization of Machine-learning Models and
their Applications in Bioinformatics},
school = {King Abdullah University of Science and Technology, Thuwal, Saudi
Arabia},
year = {2017}
}
@inproceedings{DBLP:conf/cybconf/DorronsoroP17,
author = {Bernab{\'{e}} Dorronsoro and
Fr{\'{e}}d{\'{e}}ric Pinel},
title = {Combining Machine Learning and Genetic Algorithms to Solve the Independent
Tasks Scheduling Problem},
booktitle = {{CYBCONF}},
pages = {1--8},
publisher = {{IEEE}},
year = {2017}
}
@incollection{DBLP:reference/ml/Sammut17f,
author = {Claude Sammut},
title = {Genetic and Evolutionary Algorithms},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {566--567},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/cec/NojimaI16,
author = {Yusuke Nojima and
Hisao Ishibuchi},
title = {Effects of parallel distributed implementation on the search performance
of Pittsburgh-style genetics-based machine learning algorithms},
booktitle = {{CEC}},
pages = {2193--2200},
publisher = {{IEEE}},
year = {2016}
}
@article{DBLP:journals/ijon/AlexandreCSPC15,
author = {Enrique Alexandre and
Lucas Cuadra and
Sancho Salcedo{-}Sanz and
{\'{A}}. Pastor{-}S{\'{a}}nchez and
Carlos Casanova{-}Mateo},
title = {Hybridizing Extreme Learning Machines and Genetic Algorithms to select
acoustic features in vehicle classification applications},
journal = {Neurocomputing},
volume = {152},
pages = {58--68},
year = {2015}
}
@inproceedings{DBLP:conf/ACISicis/BouararaRHA14,
author = {Hadj Ahmed Bouarara and
Amine Rahmani and
Reda Mohamed Hamou and
Abdelmalek Amine},
title = {Machine learning tool and meta-heuristic based on genetic algorithms
for plagiarism detection over mail service},
booktitle = {{ICIS}},
pages = {157--162},
publisher = {{IEEE} Computer Society},
year = {2014}
}
@article{DBLP:journals/ijon/YangXJ13,
author = {Jiadong Yang and
Hua Xu and
Peifa Jia},
title = {Effective search for genetic-based machine learning systems via estimation
of distribution algorithms and embedded feature reduction techniques},
journal = {Neurocomputing},
volume = {113},
pages = {105--121},
year = {2013}
}
@inproceedings{DBLP:conf/gem/OliwaR10,
author = {Tomasz Oliwa and
Khaled Rasheed},
title = {A Machine Learning Approach for Sensitivity Inference in Genetic Algorithms},
booktitle = {{GEM}},
pages = {36--41},
publisher = {{CSREA} Press},
year = {2010}
}
@incollection{DBLP:reference/ml/Sammut10f,
author = {Claude Sammut},
title = {Genetic and Evolutionary Algorithms},
booktitle = {Encyclopedia of Machine Learning},
pages = {456--457},
publisher = {Springer},
year = {2010}
}
@article{DBLP:journals/dss/ChiMEAGHO09,
author = {Hoi{-}Ming Chi and
Herbert Moskowitz and
Okan K. Ersoy and
Kemal Altinkemer and
Peter F. Gavin and
Bret E. Huff and
Bernard A. Olsen},
title = {Machine learning and genetic algorithms in pharmaceutical development
and manufacturing processes},
journal = {Decis. Support Syst.},
volume = {48},
number = {1},
pages = {69--80},
year = {2009}
}
@inproceedings{DBLP:conf/fuzzIEEE/IshibuchiNN09,
author = {Hisao Ishibuchi and
Yusuke Nakashima and
Yusuke Nojima},
title = {Search ability of evolutionary multiobjective optimization algorithms
for multiobjective fuzzy genetics-based machine learning},
booktitle = {{FUZZ-IEEE}},
pages = {1724--1729},
publisher = {{IEEE}},
year = {2009}
}
@inproceedings{DBLP:conf/icatech/GahamB09,
author = {Mehdi Gaham and
Brahim Bouzouia},
title = {Intelligent product-driven manufacturing control: {A} mixed genetic
algorithms and machine learning approach to product intelligence synthesis},
booktitle = {{ICAT}},
pages = {1--8},
publisher = {{IEEE}},
year = {2009}
}
@article{DBLP:journals/eor/ChiEMW07,
author = {Hoi{-}Ming Chi and
Okan K. Ersoy and
Herbert Moskowitz and
Jim Ward},
title = {Modeling and optimizing a vendor managed replenishment system using
machine learning and genetic algorithms},
journal = {Eur. J. Oper. Res.},
volume = {180},
number = {1},
pages = {174--193},
year = {2007}
}
@inproceedings{DBLP:conf/icmla/LozanoK05,
author = {Fernando Lozano and
Vladimir Koltchinskii},
title = {Self bounding genetic algorithms for machine learning},
booktitle = {{ICMLA}},
publisher = {{IEEE} Computer Society},
year = {2005}
}
@inproceedings{DBLP:conf/iberamia/ShaftiP04,
author = {Leila Shila Shafti and
Eduardo P{\'{e}}rez},
title = {Machine Learning by Multi-feature Extraction Using Genetic Algorithms},
booktitle = {{IBERAMIA}},
series = {Lecture Notes in Computer Science},
volume = {3315},
pages = {246--255},
publisher = {Springer},
year = {2004}
}
@article{DBLP:journals/cas/ZitarN02,
author = {Raed Abu Zitar and
Ahmad M. Al{-}Fahed Nuseirat},
title = {Performance Evaluation of Genetic Algorithms and Evolutionary Programming
in Optimization and Machine Learning},
journal = {Cybern. Syst.},
volume = {33},
number = {3},
pages = {203--223},
year = {2002}
}
@inproceedings{DBLP:conf/micai/PerezCAR02,
author = {E. Islas P{\'{e}}rez and
Carlos A. Coello Coello and
Arturo Hern{\'{a}}ndez Aguirre and
Alejandro Villavicencio Ram{\'{\i}}rez},
title = {Genetic Algorithms and Case-Based Reasoning as a Discovery and Learning
Machine in the Optimization of Combinational Logic Circuits},
booktitle = {{MICAI}},
series = {Lecture Notes in Computer Science},
volume = {2313},
pages = {128--137},
publisher = {Springer},
year = {2002}
}
@inproceedings{DBLP:conf/ac/Shapiro01,
author = {Jonathan L. Shapiro},
title = {Genetic Algorithms in Machine Learning},
booktitle = {Machine Learning and Its Applications},
series = {Lecture Notes in Computer Science},
volume = {2049},
pages = {146--168},
publisher = {Springer},
year = {2001}
}
@article{DBLP:journals/jasis/ChenSSI98,
author = {Hsinchun Chen and
Ganesan Shankaranarayanan and
Linlin She and
Anand Iyer},
title = {A Machine Learning Approach to Inductive Query by Examples: An Experiment
Using Relevance Feedback, ID3, Genetic Algorithms, and Simulated Annealing},
journal = {J. Am. Soc. Inf. Sci.},
volume = {49},
number = {8},
pages = {693--705},
year = {1998}
}
@inproceedings{DBLP:conf/anlp/Echizen-yaAMT97,
author = {Hiroshi Echizen{-}ya and
Kenji Araki and
Yoshikazu Miyanaga and
Koji Tochinai},
title = {An Improvement in the Selection Process of Machine Translation Using
Inductive Learning with Genetic Algorithms},
booktitle = {{ANLP}},
pages = {11--12},
publisher = {{ACL}},
year = {1997}
}
@inproceedings{DBLP:conf/coling/Echizen-yaAMT96,
author = {Hiroshi Echizen{-}ya and
Kenji Araki and
Yoshio Momouchi and
Koji Tochinai},
title = {Machine Translation Method Using Inductive Learning with Genetic Algorithms},
booktitle = {{COLING}},
pages = {1020--1023},
year = {1996}
}
@phdthesis{DBLP:phd/us/Congdon95,
author = {Clare Bates Congdon},
title = {A comparison of genetic algorithms and other machine learning systems
on a complex classification task from common disease research},
school = {University of Michigan, {USA}},
year = {1995}
}
@article{DBLP:journals/jasis/Chen95,
author = {Hsinchun Chen},
title = {Machine Learning for Information Retrieval: Neural Networks, Symbolic
Learning, and Genetic Algorithms},
journal = {J. Am. Soc. Inf. Sci.},
volume = {46},
number = {3},
pages = {194--216},
year = {1995}
}
@inproceedings{DBLP:conf/colt/Grefenstette93,
author = {John J. Grefenstette},
title = {Genetic Algorithms and Machine Learning},
booktitle = {{COLT}},
pages = {3--4},
publisher = {{ACM}},
year = {1993}
}
@inproceedings{DBLP:conf/ictai/VafaieJ92,
author = {Haleh Vafaie and
Kenneth A. De Jong},
title = {Genetic Algorithms as a Tool for Feature Selection in Machine Learning},
booktitle = {{ICTAI}},
pages = {200--203},
publisher = {{IEEE} Computer Society},
year = {1992}
}
@article{DBLP:journals/aim/Rooker91,
author = {Terry Rooker},
title = {Review of Genetic Algorithms in Search, Optimization, and Machine
Learning},
journal = {{AI} Mag.},
volume = {12},
number = {1},
pages = {102--103},
year = {1991}
}
@book{DBLP:books/aw/Goldberg89,
author = {David E. Goldberg},
title = {Genetic Algorithms in Search Optimization and Machine Learning},
publisher = {Addison-Wesley},
year = {1989}
}
@article{DBLP:journals/ml/GoldbergH88,
author = {David E. Goldberg and
John H. Holland},
title = {Genetic Algorithms and Machine Learning},
journal = {Mach. Learn.},
volume = {3},
pages = {95--99},
year = {1988}
}
@inproceedings{DBLP:conf/icga/Englander85,
author = {Arnold C. Englander},
title = {Machine Learning of Visual Recognition Using Genetic Algorithms},
booktitle = {{ICGA}},
pages = {197--201},
publisher = {Lawrence Erlbaum Associates},
year = {1985}
}
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retrieved on 2024-05-17 02:36 CEST from data curated by the dblp team
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