Search Results - genetic algorithms. ACM Classification Keywords

Optimizing Document Classification: Unleashing the Power of Genetic Algorithms

Authors: Ghulam Mustafa Abid Rauf Ahmad Sami Al-Shamayleh et al.

Source: IEEE Access, Vol 11, Pp 83136-83149 (2023)

Subject Terms: Artificial intelligence, Support vector machine, Feature (linguistics), Handling Imbalanced Data in Classification Problems, Vector space model, Feature vector, Mathematical analysis, Learning with Noisy Labels in Machine Learning, Word2Vector (W2V), Document classification, Selection (genetic algorithm), Artificial Intelligence, Meta-Learning, Multi-label Text Classification in Machine Learning, Machine learning, FOS: Mathematics, Information retrieval, Feature Selection, association for computing machinery (ACM), Data mining, Metadata, Document classification (DC), Domain (mathematical analysis), bag of word (BOW), machine learning (ML), term frequency (TF), Physics, Statistical classification, Linguistics, Optics, Focus (optics), Computer science, TK1-9971, FOS: Philosophy, ethics and religion, World Wide Web, Philosophy, Computer Science, Physical Sciences, Information Retrieval, Feature selection, FOS: Languages and literature, Document Categorization, Electrical engineering. Electronics. Nuclear engineering, Mathematics

Access URL: https://doaj.org/article/a0d6c925e3744845a50ab033da8e52bd

A Two-Level Rule-Mining Approach to Classify Breast Cancer Patterns Using Adaptive Directed Mutation and Genetic Algorithm.

Authors: Wu, Hui-Ching Tseng, Ming-Hseng

Source: Eng (2673-4117); Jul2025, Vol. 6 Issue 7, p154, 18p

Subject Terms: BREAST cancer, CLASSIFICATION, PUBLIC health, GENETIC mutation, CLASSIFICATION algorithms, GENETIC algorithms, PATTERN perception, ASSOCIATION rule mining

A Hybrid Quantum–Classical Architecture with Data Re-Uploading and Genetic Algorithm Optimization for Enhanced Image Classification.

Authors: Mukhanbet, Aksultan Daribayev, Beimbet

Source: Computation; Aug2025, Vol. 13 Issue 8, p185, 24p

Subject Terms: IMAGE recognition (Computer vision), QUANTUM computing, CONVOLUTIONAL neural networks, SCIENTIFIC computing, GENETIC algorithms

Integrated Genetic Algorithm and Deep Learning Approach for Effective Cyber-Attack Detection and Classification in Industrial Internet of Things (IIoT) Environments.

Authors: Alkhafaji, Nadia Viana, Thiago Al-Sherbaz, Ali

Source: Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ); Aug2025, Vol. 50 Issue 15, p12071-12095, 25p

Subject Terms: GENETIC algorithms, DEEP learning, CYBER physical systems, COMPUTER network security, FEATURE selection, REAL-time computing, ANOMALY detection (Computer security), INTRUSION detection systems (Computer security)

Machine learning-driven development of a behaviour-based student classification system (SCS-B) for enhanced educational analytics.

Authors: Vinoth Kumar, E. S. Augustian Isaac, R. Sundaravadivel, P. et al.

Source: Scientific Reports; 10/27/2025, Vol. 15 Issue 1, p1-15, 15p

Subject Terms: MACHINE learning, DATA mining, BEHAVIORAL assessment, GENETIC algorithms, DIMENSIONAL reduction algorithms, ACADEMIC achievement, EDUCATIONAL evaluation

Multi-Objective Emergency Path Planning Based on Improved Nondominant Sorting Genetic Algorithm.

Authors: Yuan, Yiren Xu, Hang Tang, Cuiyong

Source: Symmetry (20738994); Nov2025, Vol. 17 Issue 11, p1818, 28p

Subject Terms: MULTI-objective optimization, GENETIC algorithms, DRONE aircraft, MATHEMATICAL optimization, MOUNTAIN ecology, OBSTACLE avoidance (Robotics), EMERGENCY management, LOGISTICS

A deep ensemble learning framework for brain tumor classification using data balancing and fine-tuning.

Authors: Talukder, Md. Alamin Islam, Md. Manowarul Uddin, Md. Ashraf et al.

Source: Scientific Reports; 10/9/2025, Vol. 15 Issue 1, p1-23, 23p

Subject Terms: BRAIN tumors, DEEP learning, GENETIC algorithms, ENSEMBLE learning, DATA augmentation, TRANSFER of training

Classification of Human Activities Based on Mobile Phone Data Using Feature Selection Method with Genetic Algorithm and Probabilistic Neural Network.

Alternate Title: تصنيف الأنشطة البشرية باستخدام بيانات الهاتف المحمول باستخدام طريقة اختيار الميزات مع الخوارزمية الجينية والشبكة العصبية الاحتمالية. (Arabic)

Authors: Kuwait Mohammed, Master Ahmed

Source: Journal of Humanities & Natural Sciences; Aug2025, Vol. 6 Issue 8, Preceding p535-559, 26p

Subject Terms: ARTIFICIAL neural networks, HUMAN activity recognition, FEATURE selection, ARTIFICIAL intelligence, INFORMATION storage & retrieval systems

Feature Generation with Genetic Algorithms for Imagined Speech Electroencephalogram Signal Classification.

Authors: Lara-Arellano, Edgar Takacs, Andras Tovar-Arriaga, Saul et al.

Source: Eng (2673-4117); Apr2025, Vol. 6 Issue 4, p75, 26p

Subject Terms: MACHINE learning, OPTIMIZATION algorithms, SIGNAL classification, LANGUAGE acquisition, SIGNAL processing

The analysis of the internet of things technology for mental health of sports education students based on big data.

Authors: He, Yanbing

Source: Scientific Reports; 11/17/2025, Vol. 15 Issue 1, p1-19, 19p

Subject Terms: MENTAL health, DATA mining, RANDOM forest algorithms, BIG data, GENETIC algorithms, MENTAL status examination, INTERNET of things, SPORTS sciences

Optimizing imbalanced learning with genetic algorithm.

Authors: Safder, Muhammad Usman Naveed, Syed Sarib Khurshid, Khawar et al.

Source: Scientific Reports; 10/7/2025, Vol. 15 Issue 1, p1-30, 30p

Subject Terms: GENETIC algorithms, MACHINE learning, DATA augmentation, PREDICTION models, SKEWNESS (Probability theory)

An Adaptive Feature-Based Quantum Genetic Algorithm for Dimension Reduction with Applications in Outlier Detection †.

Authors: Pham, Tin H. Raahemi, Bijan

Source: Algorithms; Mar2025, Vol. 18 Issue 3, p154, 25p

Subject Terms: MACHINE learning, ROTATIONAL motion, GENETIC algorithms, CLASSIFICATION, ANGLES

Improving the Performance of Constructed Neural Networks with a Pre-Train Phase.

Authors: Tsoulos, Ioannis G. Charilogis, Vasileios Tsalikakis, Dimitrios

Source: Symmetry (20738994); Sep2025, Vol. 17 Issue 9, p1567, 35p

Subject Terms: ARTIFICIAL neural networks, GENETIC algorithms, MACHINE learning, EVOLUTIONARY algorithms, EVOLUTIONARY computation, CLASSIFICATION algorithms, REGRESSION analysis

Automated lesion detection in gastrointestinal endoscopic images: leveraging deep belief networks and genetic algorithm-based Segmentation.

Authors: Alhajlah, Mousa

Source: Multimedia Tools & Applications; Aug2025, Vol. 84 Issue 27, p31939-31953, 15p

Subject Terms: GENETIC algorithms, IMAGE segmentation, STOMACH tumors, ARTIFICIAL neural networks, COLORECTAL cancer, ENTEROSCOPY, COMPUTER-assisted image analysis (Medicine), FEATURE extraction

ViTGuard: a synergistic approach to malware detection using vision transformers and genetic algorithms optimization.

Authors: Bakır, Halit Bakır, Rezan Alkhaldi, Tareq et al.

Source: Pattern Analysis & Applications; Dec2025, Vol. 28 Issue 4, p1-20, 20p

Subject Terms: MALWARE, GENETIC algorithms, DEEP learning, CALIBRATION, TRANSFORMER models, IMAGE recognition (Computer vision), INTERNET security, MACHINE learning

LEMSOFT: Leveraging Extraction Method and Soft Voting for Android Malware Detection.

Authors: Han, Qiang Shi, Zhichao Li, Yao et al.

Source: Mathematics (2227-7390); Nov2025, Vol. 13 Issue 21, p3569, 19p

Subject Terms: MALWARE, EXTRACTION techniques, DETECTION algorithms, GENETIC algorithms, ENSEMBLE learning, MACHINE learning

Reviews & Products: ANDROID (Operating system)

A study on effective feature extraction and genetic algorithm based feature selection method in fake news detection classification using machine learning approaches.

Alternate Title: Makine öğrenimi yaklaşımları kullanılarak sahte haber tespiti sınıflandırmasında etkili özellik çıkarma ve genetik algoritma tabanlı özellik seçimi yöntemi üzerine bir çalışma. (Turkish)

Authors: İNCİR, Ramazan YAĞANOĞLU, Mete BOZKURT, Ferhat

Source: Gümüshane Üniversitesi Fen Bilimleri Enstitüsü Dergisi; 2024, Vol. 14 Issue 3, p764-776, 13p

Subject Terms: MACHINE learning, FEATURE selection, FEATURE extraction, FAKE news, GENETIC algorithms, DECISION trees, RANDOM forest algorithms, ONLINE social networks

An evolutionary KNN model for DDoS assault detection using genetic algorithm based optimization.

Authors: Rizvi, Fizza Sharma, Ravi Sharma, Nonita et al.

Source: Multimedia Tools & Applications; Oct2024, Vol. 83 Issue 35, p83005-83028, 24p

Subject Terms: DENIAL of service attacks, RANDOM forest algorithms, K-nearest neighbor classification, CLASSIFICATION algorithms, GENETIC algorithms, DECISION trees

Boosting Commit Classification Based on Multivariate Mixed Features and Heterogeneous Classifier Selection.

Authors: Wu, Yuhan Li, Yingling Wang, Ziao et al.

Source: International Journal of Software Engineering & Knowledge Engineering; Dec2024, Vol. 34 Issue 12, p1949-1970, 22p

Subject Terms: SOFTWARE maintenance, AUTOMATIC classification, GENETIC algorithms, RESOURCE allocation, DECISION making

A model for assessing lethal resistance levels of various buildings based on improved genetic algorithm + BP neural network optimization.

Authors: Zhang, Jie Tan, Bin Xia, Chaoxu et al.

Source: Frontiers in Earth Science; 2025, p1-16, 16p

Subject Terms: BACK propagation, EFFECT of earthquakes on buildings, EARTHQUAKES, GENERALIZATION, GENETIC algorithms