Treffer 1 - 20 von 200

1

SALTS: Streamlined Adaptive Learning for Sensors Time Series
Vavaroutas, Sotirios ; Rizos, Georgios ; Mascolo, Cecilia
2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2025 47th Annual International Conference of the IEEE. :1-7 Jul, 2025

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2

Empirical Comparison of Runtime Improvement Approaches: Genetic Improvement, Parameter Tuning, and Their Combination
Songpetchmongkol, Thanatad ; Blot, Aymeric ; Petke, Justyna
2025 IEEE/ACM International Workshop on Genetic Improvement (GI) GI Genetic Improvement (GI), 2025 IEEE/ACM International Workshop on. :35-42 Apr, 2025

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3

A Review on Leveraging Language Agnostic Automated Text Data Augmentation with Explainable Semantic Integrity
Wijesundera, Sarith ; Peiris, Suresh Michael
2025 5th International Conference on Advanced Research in Computing (ICARC) Advanced Research in Computing (ICARC), 2025 5th International Conference on. :1-6 Feb, 2025

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4

Automated Machine Learning to Streamline Data-Driven Industrial Application Development
Addula, Santosh Reddy ; Sekhar Sajja, Guna
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

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5

Hybrid Population Intelligence and Deep Learning Research for Software Defect Prediction
Pei, Guohong ; Lu, Zhijiong ; Jin, Jiaxing ; et al.
2023 International Conference on Intelligent Computing, Communication & Convergence (ICI3C) ICI3C Intelligent Computing, Communication & Convergence (ICI3C), 2023 International Conference on. :42-48 Dec, 2023

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6

Tensor Completion for Efficient and Accurate Hyperparameter Optimisation in Large-Scale Statistical Learning
Rebello, Aaman ; Konstantinidis, Kriton ; Xu, Yao Lei ; et al.
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

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7

SBMEV: A Stacking-Based Meta-Ensemble Vehicle Classification Framework for Real-World Traffic Surveillance
Preeti Pateriya ; Ashutosh Trivedi ; Ruchika Malhotra
Applied Sciences, Vol 16, Iss 1, p 520 (2026)

vehicle classification deep learning architectu... meta-ensemble techniques hyperparameter optimisat... highway traffic surveill... intelligent transportati...
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8

A Gaussian-Process-Based Data-Driven Traffic Flow Model and Its Application in Road Capacity Analysis
Liu, Z. ; Lyu, C. ; Wang, Z. ; et al.
IEEE Transactions on Intelligent Transportation Systems IEEE Trans. Intell. Transport. Syst. Intelligent Transportation Systems, IEEE Transactions on. 24(2):1544-1563 Feb, 2023

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9

The Role of Machine Learning in the Healthcare Sector: A Roadmap to the Potential Prospects
Xhaferra, Edmira ; Ismaili, Florije
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

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10

Auto-REP: An Automated Regression Pipeline Approach for High-efficiency Earthquake Prediction Using LANL Data
Yang, Fan ; Kefalas, Marios ; Koch, Milan ; et al.
2022 14th International Conference on Computer and Automation Engineering (ICCAE) Computer and Automation Engineering (ICCAE), 2022 14th International Conference on. :127-134 Mar, 2022

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11

Morphing Attack Detection: A Fusion Approach
Lorenz, Siri ; Scherhag, Ulrich ; Rathgeb, Christian ; et al.
2021 IEEE 24th International Conference on Information Fusion (FUSION) Information Fusion (FUSION), 2021 IEEE 24th International Conference on. :1-7 Nov, 2021

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12

A Genetic Algorithm with Tree-structured Mutation for Hyperparameter Optimisation of Graph Neural Networks
Yuan, Yingfang ; Wang, Wenjun ; Pang, Wei
2021 IEEE Congress on Evolutionary Computation (CEC) Evolutionary Computation (CEC), 2021 IEEE Congress on. :482-489 Jun, 2021

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13

Optimising neural network hyperparameters by predicting unseen architectures with learning curve approach
Smith, C.J. ; Wong, T.C.
In Applied Soft Computing February 2026 187

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14

A domain-transformed surrogate-assisted differential evolutionary algorithm for hyperparameter optimisation of satellite handover strategy
Yang, Zhe ; Deng, Libao ; Li, Chunlei ; et al.
In Information Sciences May 2025 700

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15

Cluster search optimisation of deep neural networks for audio emotion classification
Slade, Sam ; Zhang, Li ; Asadi, Houshyar ; et al.
In Knowledge-Based Systems 8 April 2025 314

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16

Optimised DNN-Based Agricultural Land Mapping Using Sentinel-2 and Landsat-8 with Google Earth Engine
Nisha Sharma ; Sartajvir Singh ; Kawaljit Kaur
Land, Vol 14, Iss 8, p 1578 (2025)

Deep Neural Network (DNN... remote sensing (RS) Land Use and Land Cover... Multispectral Satellite... machine learning hyperparameter optimisat...
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17

Hyperparameter Optimisation with Early Termination of Poor Performers
Marinov, Dobromir ; Karapetyan, Daniel
2019 11th Computer Science and Electronic Engineering (CEEC) Electronic Engineering (CEEC), 2019 11th Computer Science and. :160-163 Sep, 2019

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18

OSMAC: A Dynamic SMAC for Data Streams
Royer, Émile ; Bahri, Maroua ; Georgantas, Nikolaos ; et al.
2025 IEEE 37th International Conference on Tools with Artificial Intelligence
37th International Conference on Tools with Artificial Intelligence (ICTAI 2025)
https://inria.hal.science/hal-05383821
37th International Conference on Tools with Artificial Intelligence (ICTAI 2025), Nov 2025, Athens, Greece. pp.73-80, ⟨10.1109/ICTAI66417.2025.00018⟩
https://easyconferences.eu/ictai2025/

Athens Greece Bayesian optimisation Data stream Algorithm selection Hyperparameter optimisat...
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19

Revisiting Data-Driven Approaches for Methane and Hydrogen Production Prediction with Emphasis on Explainability, Applicability, and Industrial Implications
Ukwuoma, Chiagoziem C. ; Cai, Dongsheng ; Ukwuoma, Chibueze D. ; et al.
In Journal of the Energy Institute July 2025

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20

Exploring public attention in the circular economy through topic modelling with twin hyperparameter optimisation
Song, Junhao ; Yuan, Yingfang ; Chang, Kaiwen ; et al.
In Energy and AI December 2024 18

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