Automated Machine Learning to Streamline Data-Driven Industrial Application Development

Authors: Addula, Santosh Reddy, Sekhar Sajja, Guna

Source: 2024 Second International Conference Computational and Characterization Techniques in Engineering & Sciences (IC3TES) Computational and Characterization Techniques in Engineering & Sciences (IC3TES), 2024 Second International Conference. :1-4 Nov, 2024

Relation: 2024 Second International Conference Computational and Characterization Techniques in Engineering & Sciences (IC3TES)

Hybrid Population Intelligence and Deep Learning Research for Software Defect Prediction

Authors: Pei, Guohong, Lu, Zhijiong, Jin, Jiaxing, Feng, Rongqing

Source: 2023 International Conference on Intelligent Computing, Communication & Convergence (ICI3C) ICI3C Intelligent Computing, Communication & Convergence (ICI3C), 2023 International Conference on. :42-48 Dec, 2023

Relation: 2023 International Conference on Intelligent Computing, Communication & Convergence (ICI3C)

Tensor Completion for Efficient and Accurate Hyperparameter Optimisation in Large-Scale Statistical Learning

Authors: Rebello, Aaman, Konstantinidis, Kriton, Xu, Yao Lei, Mandic, Danilo P.

Source: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2023 - 2023 IEEE International Conference on. :1-5 Jun, 2023

Relation: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

A Gaussian-Process-Based Data-Driven Traffic Flow Model and Its Application in Road Capacity Analysis

Authors: Liu, Z., Lyu, C., Wang, Z., Wang, S., Liu, P., Meng, Q.

Source: IEEE Transactions on Intelligent Transportation Systems IEEE Trans. Intell. Transport. Syst. Intelligent Transportation Systems, IEEE Transactions on. 24(2):1544-1563 Feb, 2023

The Role of Machine Learning in the Healthcare Sector: A Roadmap to the Potential Prospects

Authors: Xhaferra, Edmira, Ismaili, Florije

Source: 2022 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA) Human-Computer Interaction, Optimization and Robotic Applications (HORA), 2022 International Congress on. :1-8 Jun, 2022

Relation: 2022 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA)

Auto-REP: An Automated Regression Pipeline Approach for High-efficiency Earthquake Prediction Using LANL Data

Authors: Yang, Fan, Kefalas, Marios, Koch, Milan, Kononova, Anna V., Qiao, Yanan, Back, Thomas

Source: 2022 14th International Conference on Computer and Automation Engineering (ICCAE) Computer and Automation Engineering (ICCAE), 2022 14th International Conference on. :127-134 Mar, 2022

Relation: 2022 14th International Conference on Computer and Automation Engineering (ICCAE)

Morphing Attack Detection: A Fusion Approach

Authors: Lorenz, Siri, Scherhag, Ulrich, Rathgeb, Christian, Busch, Christoph

Source: 2021 IEEE 24th International Conference on Information Fusion (FUSION) Information Fusion (FUSION), 2021 IEEE 24th International Conference on. :1-7 Nov, 2021

Relation: 2021 IEEE 24th International Conference on Information Fusion (FUSION)

A Genetic Algorithm with Tree-structured Mutation for Hyperparameter Optimisation of Graph Neural Networks

Authors: Yuan, Yingfang, Wang, Wenjun, Pang, Wei

Source: 2021 IEEE Congress on Evolutionary Computation (CEC) Evolutionary Computation (CEC), 2021 IEEE Congress on. :482-489 Jun, 2021

Relation: 2021 IEEE Congress on Evolutionary Computation (CEC)

Applying a New Feature Selection Method for Accurate Prediction of Earthquakes Using a Soft Voting Classifier

Authors: Oqbah Salim Atiyah, Mohammed Taher Ahmed, Kholood Jamal Mawlood, Noor Saud Abd

Source: Journal of Studies in Science and Engineering, Vol 4, Iss 2 (2024)

Subject Terms: Earthquakes, Voting Classifier, Machine learning, Hyperparameter Optimisation, Novel Feature Selection Method, Classification algorithms, Science, Engineering (General). Civil engineering (General), TA1-2040

File Description: electronic resource

Relation: https://engiscience.com/index.php/josse/article/view/267; https://doaj.org/toc/2789-634X

Access URL: https://doaj.org/article/71233ef5a69b4a008e90d4ff4ee3a61d

Exploring public attention in the circular economy through topic modelling with twin hyperparameter optimisation

Authors: Junhao Song, Yingfang Yuan, Kaiwen Chang, Bing Xu, Jin Xuan, Wei Pang

Source: Energy and AI, Vol 18, Iss , Pp 100433- (2024)

Subject Terms: Circular economy, Pulic attention, Topic modelling, Machine learning, Hyperparameter optimisation, Electrical engineering. Electronics. Nuclear engineering, TK1-9971, Computer software, QA76.75-76.765

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2666546824000995; https://doaj.org/toc/2666-5468

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A domain-transformed surrogate-assisted differential evolutionary algorithm for hyperparameter optimisation of satellite handover strategy

Authors: Yang, Zhe ^a, Deng, Libao ^{a, ⁎}, Li, Chunlei ^a, Qin, Yifan ^a, Zhang, LiLi ^b

Source: In Information Sciences May 2025 700

Cluster search optimisation of deep neural networks for audio emotion classification

Authors: Slade, Sam ^a, Zhang, Li ^{b, ⁎}, Asadi, Houshyar ^c, Lim, Chee Peng ^d, Yu, Yonghong ^e, Zhao, Dezong ^f, Panesar, Arjun ^g, Wu, Philip Fei ^h, Gao, Rong ⁱ

Source: In Knowledge-Based Systems 8 April 2025 314

Towards efficient similarity embedded temporal Transformers via extended timeframe analysis

Authors: Kenniy Olorunnimbe, Herna Viktor

Source: Complex & Intelligent Systems, Vol 10, Iss 4, Pp 4793-4815 (2024)

Subject Terms: Deep learning, Financial price prediction, Temporal Transformer, Stock market forecast, Multi-horizon forecast, Hyperparameter optimisation, Electronic computers. Computer science, QA75.5-76.95, Information technology, T58.5-58.64

File Description: electronic resource

Relation: https://doaj.org/toc/2199-4536; https://doaj.org/toc/2198-6053

Access URL: https://doaj.org/article/66f5f207343442b4b00ff4581c0d7b6f

Tensor Network Methods for Hyperparameter Optimization and Compression of Convolutional Neural Networks

Authors: A. Naumov, A. Melnikov, M. Perelshtein, Ar. Melnikov, V. Abronin, F. Oksanichenko

Source: Applied Sciences, Vol 15, Iss 4, p 1852 (2025)

Subject Terms: tensortrain optimisation, hyperparameter optimisation, image classification, computer vision and pattern recognition, convolutional neural networks, model compression, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

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Relation: https://www.mdpi.com/2076-3417/15/4/1852; https://doaj.org/toc/2076-3417

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Hyperparameter Optimisation with Early Termination of Poor Performers

Authors: Marinov, Dobromir, Karapetyan, Daniel

Source: 2019 11th Computer Science and Electronic Engineering (CEEC) Electronic Engineering (CEEC), 2019 11th Computer Science and. :160-163 Sep, 2019

Relation: 2019 11th Computer Science and Electronic Engineering (CEEC)

A short-term electricity load forecasting method integrating empirical modal decomposition with SAM-LSTM

Authors: Yafangzi Zhou, Zhiyin Su, Kun Gao, Zhengwen Wang, Wei Ye, Jinhui Zeng

Source: Frontiers in Energy Research, Vol 12 (2024)

Subject Terms: short-term power load forecasting, modal decomposition, long short-term memory, self-attention mechanism, hyperparameter optimisation, sparrow search algorithm, General Works

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fenrg.2024.1423692/full; https://doaj.org/toc/2296-598X

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Deep Learning Optimisation of Static Malware Detection with Grid Search and Covering Arrays

Authors: Fahad T. ALGorain, Abdulrahman S. Alnaeem

Source: Telecom, Vol 4, Iss 2, Pp 249-264 (2023)

Subject Terms: hyperparameter optimisation, static malware detection, neural network, deep learning, grid search, cAgen, Computer engineering. Computer hardware, TK7885-7895, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://www.mdpi.com/2673-4001/4/2/15; https://doaj.org/toc/2673-4001

Access URL: https://doaj.org/article/51ce30e6c458464694d4d84af4559390

Multivariate Effect Ranking via Adaptive Sparse PLS

Authors: Monteiro, Joao M., Rao, Anil, Ashburner, John, Shawe-Taylor, John, Mourao-Miranda, Janaina

Source: 2015 International Workshop on Pattern Recognition in NeuroImaging Pattern Recognition in NeuroImaging (PRNI), 2015 International Workshop on. :25-28 Jun, 2015

Relation: 2015 International Workshop on Pattern Recognition in NeuroImaging (PRNI)

Intelligent fault diagnosis of rotating machinery using lightweight network with modified tree‐structured parzen estimators

Authors: Jingkang Liang, Yixiao Liao, Zhuyun Chen, Huibin Lin, Gang Jin, Konstantinos Gryllias, Weihua Li

Source: IET Collaborative Intelligent Manufacturing, Vol 4, Iss 3, Pp 194-207 (2022)

Subject Terms: convolutional neural network, fault diagnosis, hyperparameter optimisation, neural architecture search, Manufactures, TS1-2301, Technological innovations. Automation, HD45-45.2

File Description: electronic resource

Relation: https://doaj.org/toc/2516-8398

Access URL: https://doaj.org/article/146e77fda56f4216b9e52136a81a77f5

Uncertainty in GNN Learning Evaluations: A Comparison between Measures for Quantifying Randomness in GNN Community Detection

Authors: William Leeney, Ryan McConville

Source: Entropy, Vol 26, Iss 1, p 78 (2024)

Subject Terms: graph neural networks, community detection, hyperparameter optimisation, node clustering, representation learning, benchmarks, Science, Astrophysics, QB460-466, Physics, QC1-999

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Relation: https://www.mdpi.com/1099-4300/26/1/78; https://doaj.org/toc/1099-4300

Access URL: https://doaj.org/article/bf3837655ac1456e9afdc85f7f5744f3