Search Results - Parallel machine learning algorithm

Reducing Execution Time of Pixel-Based Machine Learning Classification Algorithms Using Parallel Processing Concept

Authors: null Aliaa Shaker Mahmoud null Mohammed Chachan Younis

Source: AL-Rafidain Journal of Computer Sciences and Mathematics. 19:53-66

Parallel and distributed Machine Learning on Augmented Lagrangian Algorithms

Authors: Anthony Nwachukwu Andrzej Karbowski

Source: International Journal of Electronics and Telecommunications, Vol vol. 71, Iss No 4, Pp 1-10 (2025)

Subject Terms: augmented lagrangian, optimization, machine learning, alternating direction method of multipliers, parallel computing, convex and non-convex optimization, admm, distributed computing, clustering, support vector machine, regression, Electrical engineering. Electronics. Nuclear engineering, TK1-9971, Telecommunication, TK5101-6720

File Description: electronic resource

Relation: https://journals.pan.pl/Content/136921/19_5300_Nwachukwu_L_sk1.pdf; https://doaj.org/toc/2081-8491; https://doaj.org/toc/2300-1933

Access URL: https://doaj.org/article/4e08193a6eb84ac0bae6802e9c1114cd

Efficiency of Parallel Machine Learning Algorithms on Multiprocessor and GPU Architectures

Authors: Maksat Mustafin Madina Mansurova Aida Zhakyp et al.

Source: Lecture Notes in Computer Science ISBN: 9783032067500

Multi-angle SAR to Sea Recognition Algorithm Based on Parallel Deep Learning

Authors: Shaoqi He Liangang Xiao Shibo Gao et al.

Source: 2025 40th Youth Academic Annual Conference of Chinese Association of Automation (YAC). :1427-1431

Genetic Algorithm-Optimized Bit Plane Slicing for Adversarial Attack Resilience in Machine Learning with Efficient Parallel Defense

Authors: Sonu Sharma P. Sudarsan Shakina Samuel Mark et al.

Source: 2025 Global Conference in Emerging Technology (GINOTECH). :1-6

Can LLMs Understand Parallel and Distributed Machine Learning Algorithms in AIoT?

Authors: Haizhou Du Wenhao Li Xiaoyu Ding et al.

Source: 2024 8th Asian Conference on Artificial Intelligence Technology (ACAIT). :501-510

Fault Diagnosis Analysis of Electromechanical Equipment Based on Parallel Integrated Machine Learning Algorithms Under Restricted Conditions of Integrated Data Features

Authors: Hongyi Liu

Source: 2024 IEEE 7th International Conference on Information Systems and Computer Aided Education (ICISCAE). :563-570

Practical Parallel Algorithms for Non-Monotone Submodular Maximization

Authors: Cui, Shuang Han, Kai Tang, Jing et al.

Source: Journal of Artificial Intelligence Research. 82:39-75

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Data Structures and Algorithms, Data Structures and Algorithms (cs.DS), Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2308.10656

ROBUSTNESS EVALUATION OF MACHINE LEARNING ALGORITHMS FOR NEUROCOMPUTER INTERFACE SOFTWARE USING DISTRIBUTED AND PARALLEL COMPUTING

Authors: Oleksandr BRYK Ivan STEFANYSHYN Volodymyr STEFANYSHYN et al.

Source: Computer systems and information technologies. :82-88

High Performance Computing for Auto Supervised Machine Learning Training: Parallel-Distributed Implementation of the Word2Vec Algorithm for Training Word Embeddings

Authors: Rafael Castelli Ottati Ignacio Viscardi Sergio Nesmachnow

Source: Communications in Computer and Information Science ISBN: 9783031800832

Parallel Decomposition Method for Deep Learning Models Based on Improved Dual Population Genetic Algorithm

Authors: Zi Han Zhengyang Xu Tianyi Wang et al.

Source: Communications in Computer and Information Science ISBN: 9789819663095

Massively Parallel Lagrangian Relaxation Algorithm for Solving Large-Scale Spatial Optimization Problems Using GPGPU.

Authors: Lei, Ting L. Wang, Rongrong Lei, Zhen

Source: ISPRS International Journal of Geo-Information. Nov2025, Vol. 14 Issue 11, p419. 22p.

Subject Terms: *DEEP learning, *OPTIMIZATION algorithms, *RESOURCE allocation, *GRAPHICS processing units, *RELAXATION methods (Mathematics), *LOCATION problems (Programming), *GEOSPATIAL data

Study on micro-parameters of parallel bond model based on machine learning algorithm

Authors: Xiaotong Du Wanrong Liu Chao Peng et al.

Source: Computational Particle Mechanics.

Improved Machine Learning based Approach for Autotuning PID Controller using Genetic Algorithms and Parallel Processing

Source: Journal of Scientific & Industrial Research. 84

Joint Parallel Tabu Search Algorithm-Based Look-Up Table Design and Deep Learning-Based Signal Detection for OFDM-AIM

Authors: Mahmut Yıldırım

Source: IEEE Wireless Communications Letters. 13:575-579

Benchmarking Energy and Performance of Parallel Machine Learning Models Using Hardware and Software Power Meters

Authors: Asgher, Urooj Malik, Tania

Source: SAML-25 Workshop on Statistical and Machine Learning

Subject Terms: Machine Learning, Statistics and Probability, High-Performance Computing, Energy Efficiency, HPC, Parallel Algorithms, Energy Measurement

File Description: application/pdf

Access URL: https://arrow.tudublin.ie/saml/6

TACOS: Topology-Aware Collective Algorithm Synthesizer for Distributed Machine Learning

Authors: Won, William Elavazhagan, Midhilesh Srinivasan, Sudarshan et al.

Source: 2024 57th IEEE/ACM International Symposium on Microarchitecture (MICRO). :856-870

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Distributed, Parallel, and Cluster Computing, Distributed, Parallel, and Cluster Computing (cs.DC), Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2304.05301

A Review on Community Detection in Large Complex Networks from Conventional to Deep Learning Methods: A Call for the Use of Parallel Meta-Heuristic Algorithms

Authors: Mohammed Nasser Al-Andoli Shing Chiang Tan Wooi Ping Cheah et al.

Source: IEEE Access, Vol 9, Pp 96501-96527 (2021)

Subject Terms: Community detection, parallel computing, 0202 electrical engineering, electronic engineering, information engineering, deep learning, QA75.5-76.95 Electronic computers. Computer science, complex networks, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, meta-heuristic algorithms, TK1-9971

File Description: text

Access URL: https://ieeexplore.ieee.org/ielx7/6287639/6514899/09475964.pdf
https://doaj.org/article/508dacd822354346bc3c3bf864ee6d0c
https://dblp.uni-trier.de/db/journals/access/access9.html#Al-AndoliTCT21
https://ieeexplore.ieee.org/document/9475964
https://doi.org/10.1109/ACCESS.2021.3095335
http://shdl.mmu.edu.my/9449/

An intrusion detection system in the Internet of Things with deep learning and an improved arithmetic optimization algorithm (AOA) and sine cosine algorithm (SCA)

Authors: Raheleh Ghadami

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-25 (2025)

Subject Terms: Internet of Things (IoT), Intrusion detection system (IDS), Feature selection, Generative adversarial network (GAN), Game theory, Parallel convolutional neural network (PCNN), Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/b29dff4cdf6942f59548968adb9811e4

An Auto-Parallel Method for Deep Learning Models Based on Genetic Algorithm

Authors: Yan Zeng ChengChuang Huang YiJie Ni et al.

Source: 2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS). :230-235