Výsledky vyhľadávania - CCS Concepts: • Computing methodologies → Machine learning algorithms

Zdroj: GECCO 2025 - The Genetic and Evolutionary Computation Conference ; https://hal.science/hal-05035436 ; GECCO 2025 - The Genetic and Evolutionary Computation Conference, Jul 2025, Malaga, Spain. ; https://gecco-2025.sigevo.org/

Predmety: Surrogate-assisted optimization, Surrogate models, CMA-ES, Invariance, CCS Concepts :• Computing methodologies → Machine learning approaches, Cross-validation, • Mathematics of computing → Stochastic control and optimization, [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG], [MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC]

Geografické téma: Malaga, Spain

Dostupnosť: https://hal.science/hal-05035436
https://hal.science/hal-05035436v1/document
https://hal.science/hal-05035436v1/file/gecco-final-poster.pdf

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4

The 1st International Workshop on Human-in-the-Loop Applied Machine Learning (HITLAML)

Autori: YILMA, Bereket Abera Surafel M. Lakew Yogesh Virkar a ďalší

Zdroj: Human-in-the-Loop Applied Machine Learning (HITLAML) (2023-09-04)

Predmety: CCS Concepts: • Computing methodologies → Machine learning algorithms, Machine learning approaches, Learning paradigms, Artificial intelligence, • Human-centered computing → HCI design and evaluation methods, Interactive systems and tools Interactive Machine Learning, Human-centered Artificial Intelligence, Adaptation, Personalization, Engineering, computing & technology, Computer science, Ingénierie, informatique & technologie, Sciences informatiques

Relation: https://hitlaml.uni.lu; https://orbilu.uni.lu/handle/10993/59348; info:hdl:10993/59348; https://orbilu.uni.lu/bitstream/10993/59348/1/HITLAML23.pdf

Dostupnosť: https://orbilu.uni.lu/handle/10993/59348
https://orbilu.uni.lu/bitstream/10993/59348/1/HITLAML23.pdf

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5

LouvainNE: Hierarchical Louvain Method for High Quality and Scalable Network Embedding

Autori: Bhowmick, Ayan Meneni, Koushik Danisch, Maximilien a ďalší

Prispievatelia: Bhowmick, Ayan Meneni, Koushik Danisch, Maximilien a ďalší

Zdroj: Proceedings of the 13th International Conference on Web Search and Data Mining. :43-51

Predmety: [INFO.INFO-NI] Computer Science [cs]/Networking and Internet Architecture [cs.NI], [INFO.INFO-SI] Computer Science [cs]/Social and Information Networks [cs.SI], 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, [INFO] Computer Science [cs], CCS CONCEPTS • Computing methodologies → Machine learning algorithms, scalability, • Mathematics of computing → Graph algorithms KEYWORDS Network embedding, real-world graph algorithms

Popis súboru: application/pdf

Prístupová URL adresa: https://hal.archives-ouvertes.fr/hal-02999888/file/WSDM2020.pdf
http://dblp.uni-trier.de/db/conf/wsdm/wsdm2020.html#BhowmickMDGM20
https://hal.archives-ouvertes.fr/hal-02999888/document
https://hal.archives-ouvertes.fr/hal-02999888
https://dl.acm.org/doi/pdf/10.1145/3336191.3371800
https://hal.science/hal-02999888v1
https://doi.org/10.1145/3336191.3371800
https://hal.science/hal-02999888v1/document

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6

Activity Recognition in Industrial Environment using Two Layers Learning

Autori: Fays, Robin Slama, Rim Laboratoire d'Innovation Numérique pour les Entreprises et les Apprentissages au service de la Compétitivité des Territoires (LINEACT) a ďalší

Prispievatelia: Fays, Robin Slama, Rim Laboratoire d'Innovation Numérique pour les Entreprises et les Apprentissages au service de la Compétitivité des Territoires (LINEACT) a ďalší

Zdroj: VSIP 2021: 2021 3rd International Conference on Video, Signal and Image Processing ; https://hal.science/hal-04711605 ; VSIP 2021: 2021 3rd International Conference on Video, Signal and Image Processing, Mar 2022, Wuhan China, China. pp.25-30, ⟨10.1145/3503961.3503966⟩

Predmety: Network algorithms Activity, Recognition, Deep Learning, Cobotics, Industrial, LSTM, Networks, Neural networks, Other architectures, Architecture, Computer systems organization, Artificial intelligence, CCS Concepts: Computing methodologies, CCS Concepts: Computing methodologies Artificial intelligence Computer systems organization Architecture Other architectures Neural networks Networks Network algorithms Activity Recognition Deep Learning Cobotics Industrial LSTM, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]

Geografické téma: Wuhan China, China

Dostupnosť: https://hal.science/hal-04711605
https://hal.science/hal-04711605v1/document
https://hal.science/hal-04711605v1/file/Activity%20Recognition%20in%20Industrial%20Environment%20using%20Two%20Layers%20Learning.pdf
https://doi.org/10.1145/3503961.3503966

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7

Imbalanced Classification with TPG Genetic Programming: Impact of Problem Imbalance and Selection Mechanisms

Autori: Sourbier, Nicolas Bonnot, Justine Majorczyk, Frédéric a ďalší

Prispievatelia: Sourbier, Nicolas Bonnot, Justine Majorczyk, Frédéric a ďalší

Zdroj: GECCO 2022 - Genetic and Evolutionary Computation Conference ; https://hal.science/hal-03699228 ; GECCO 2022 - Genetic and Evolutionary Computation Conference, Jul 2022, Boston, United States. pp.1-4, ⟨10.1145/3520304.3529008⟩

Predmety: CCS CONCEPTS • Computing methodologies → Machine learning, Artificial intelligence, Genetic programming, Genetic algorithms classification, machine learning, imbalanced data, tangled program graphs, selection, [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]

Geografické téma: Boston, United States

Time: Boston, United States

Relation: hal-03699228; https://hal.science/hal-03699228; https://hal.science/hal-03699228/document; https://hal.science/hal-03699228/file/imbalanced_classification_gecco.pdf

Dostupnosť: https://hal.science/hal-03699228
https://hal.science/hal-03699228/document
https://hal.science/hal-03699228/file/imbalanced_classification_gecco.pdf
https://doi.org/10.1145/3520304.3529008

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8

An autonomic traffic analysis proposal using Machine Learning techniques

Autori: Pacheco, Fannia Expósito, Ernesto Gineste, Mathieu a ďalší

Prispievatelia: Pacheco, Fannia Expósito, Ernesto Gineste, Mathieu a ďalší

Zdroj: the 9th International Conference ; https://hal.science/hal-02423382 ; the 9th International Conference, Nov 2017, Bangkok, France. pp.273-280, ⟨10.1145/3167020.3167061⟩

Predmety: • Computer systems organization → Self-organizing autonomic computing, • Networks → Traffic engineering algorithms, CCS CONCEPTS • Computing methodologies → Supervised learning by clas- sification, [INFO]Computer Science [cs], [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]

Geografické téma: Bangkok, France

Dostupnosť: https://hal.science/hal-02423382
https://hal.science/hal-02423382v1/document
https://hal.science/hal-02423382v1/file/pacheco17.pdf
https://doi.org/10.1145/3167020.3167061

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9

A Perceptually-Validated Metric for Crowd Trajectory Quality Evaluation

Autori: Daniel, Beatríz Cabrero Marques, Ricardo Hoyet, Ludovic a ďalší

Prispievatelia: Daniel, Beatríz Cabrero Marques, Ricardo Hoyet, Ludovic a ďalší

Zdroj: Proceedings of the ACM on Computer Graphics and Interactive Techniques

Predmety: automatic simulation evaluation, FOS: Computer and information sciences, Computer Science - Machine Learning, • Mathematics of computing → Dimensionality reduction trajectory quality, Multi-agent systems, [INFO.INFO-GR] Computer Science [cs]/Graphics [cs.GR], 02 engineering and technology, [INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation, [INFO.INFO-GR]Computer Science [cs]/Graphics [cs.GR], Machine Learning (cs.LG), CCS Concepts: • Computing methodologies → Simulation evaluation, Motion path planning, 0202 electrical engineering, electronic engineering, information engineering, [INFO.INFO-MO] Computer Science [cs]/Modeling and Simulation, perception experiment, Agent / discrete models, trajectory quality

Popis súboru: application/pdf

Prístupová URL adresa: https://hal.inria.fr/hal-03468540/file/2021_SCA_Bea.pdf
http://arxiv.org/abs/2108.12346
https://arxiv.org/pdf/2108.12346.pdf
http://ui.adsabs.harvard.edu/abs/2021arXiv210812346C/abstract
https://arxiv.org/abs/2108.12346v1
https://dblp.uni-trier.de/db/journals/corr/corr2108.html#abs-2108-12346
https://dl.acm.org/doi/10.1145/3480136
https://dlnext.acm.org/doi/10.1145/3480136
https://arxiv.org/pdf/2108.12346
https://arxiv.org/abs/2108.12346

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10

FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction

Autori: Damaskinos, Georgios Guerraoui, Rachid Kermarrec, Anne-Marie a ďalší

Prispievatelia: Damaskinos, Georgios Guerraoui, Rachid Kermarrec, Anne-Marie a ďalší

Zdroj: Proceedings of the 21st International Middleware Conference. :163-177

Predmety: CCS Concepts: Computing methodologies → Machine learning • Security and privacy federated learning, FOS: Computer and information sciences, Computer Science - Machine Learning, federated learning, Mobile Android devices, Profiling, online learning, Machine Learning (stat.ML), 02 engineering and technology, [INFO] Computer Science [cs], Machine Learning (cs.LG), CCS Concepts, • Security and privacy, Online Learning, Computer Science - Distributed, Parallel, and Cluster Computing, Statistics - Machine Learning, Computing methodologies → Machine learning, [INFO.INFO-DC] Computer Science [cs]/Distributed, Parallel, and Cluster Computing [cs.DC], 0202 electrical engineering, electronic engineering, information engineering, Distributed, Parallel, and Cluster Computing (cs.DC), profiling, Asynchronous Gradient Descent, Federated Learning, asynchronous gradient descent, mobile Android devices

Popis súboru: application/pdf

Prístupová URL adresa: https://infoscience.epfl.ch/record/282766/files/3423211.3425685.pdf
http://arxiv.org/abs/2006.07273
https://hal.science/hal-03390450v1/document
https://doi.org/10.1145/3423211.3425685
https://hal.science/hal-03390450v1
https://dl.acm.org/doi/pdf/10.1145/3423211.3425685
https://dblp.uni-trier.de/db/journals/corr/corr2006.html#abs-2006-07273
https://arxiv.org/abs/2006.07273
https://arxiv.org/pdf/2006.07273.pdf
https://ui.adsabs.harvard.edu/abs/2020arXiv200607273D/abstract

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11

DiffCSG: Differentiable CSG via Rasterization

Autori: Yuan, Haocheng Bousseau, Adrien Pan, Hao a ďalší

Prispievatelia: Yuan, Haocheng Bousseau, Adrien Pan, Hao a ďalší

Zdroj: SIGGRAPH Asia 2024 - 17th ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia ; https://inria.hal.science/hal-04733011 ; SIGGRAPH Asia 2024 - 17th ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia, ACM, Dec 2024, Tokyo (Japan), Japan

Predmety: CCS Concepts: Computing methodologies → Shape modeling Constructive Solid Geometry (CSG) Computer Aided Design (CAD) Differentiable rasterization, Computing methodologies → Shape modeling Constructive Solid Geometry (CSG), Computer Aided Design (CAD), Differentiable rasterization, [INFO.INFO-GR]Computer Science [cs]/Graphics [cs.GR]

Geografické téma: Tokyo (Japan), Japan

Dostupnosť: https://inria.hal.science/hal-04733011
https://inria.hal.science/hal-04733011v1/document
https://inria.hal.science/hal-04733011v1/file/DiffCSG.pdf

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12

BLOB: A Probabilistic Model for Recommendation that Combines Organic and Bandit Signals

Autori: David Rohde Flavian Vasile Otmane Sakhi a ďalší

Prispievatelia: David Rohde Flavian Vasile Otmane Sakhi a ďalší

Zdroj: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. :783-793

Predmety: FOS: Computer and information sciences, Computer Science - Machine Learning, Statistics - Machine Learning, 0202 electrical engineering, electronic engineering, information engineering, • Information systems → Recommender systems, Machine Learning (stat.ML), 02 engineering and technology, Learning from implicit feedback, CCS CONCEPTS • Computing methodologies → Bayesian network models, [STAT.ML] Statistics [stat]/Machine Learning [stat.ML], Machine Learning (cs.LG)

Popis súboru: application/pdf

Prístupová URL adresa: https://hal.archives-ouvertes.fr/hal-02923774/file/main.pdf
http://arxiv.org/abs/2008.12504
https://hal.science/hal-02923774v1
https://hal.science/hal-02923774v1/document
https://doi.org/10.1145/3394486.3403121
https://dl.acm.org/doi/pdf/10.1145/3394486.3403121
https://hal.archives-ouvertes.fr/hal-02923774
https://arxiv.org/abs/2008.12504
https://dblp.uni-trier.de/db/conf/kdd/kdd2020.html#SakhiBRV20
https://hal.archives-ouvertes.fr/hal-02923774/document
https://doi.org/10.1145/3394486.3403121
https://arxiv.org/pdf/2008.12504.pdf
https://ui.adsabs.harvard.edu/abs/2020arXiv200812504S/abstract
https://arxiv.org/pdf/2008.12504v1

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13

Detecting Illicit Entities in Bitcoin using Supervised Learning of Ensemble Decision Trees

Autori: Nerurkar, Pranav Busnel, Yann Ludinard, Romaric a ďalší

Prispievatelia: Nerurkar, Pranav Busnel, Yann Ludinard, Romaric a ďalší

Zdroj: Proceedings of the 2020 10th International Conference on Information Communication and Management. :25-30

Predmety: Fraud detection, [INFO.INFO-DC] Computer Science [cs]/Distributed, Parallel, and Cluster Computing [cs.DC], 0202 electrical engineering, electronic engineering, information engineering, Data Mining, [INFO.INFO-DS] Computer Science [cs]/Data Structures and Algorithms [cs.DS], [INFO.INFO-IT] Computer Science [cs]/Information Theory [cs.IT], 02 engineering and technology, Supervised Learning, Boosting Bitcoin, CCS Concepts: • Computing methodologies → Artificial intelligence, 16. Peace & justice

Popis súboru: application/pdf

Prístupová URL adresa: https://hal-imt-atlantique.archives-ouvertes.fr/hal-02952081/file/main.pdf
https://imt-atlantique.hal.science/hal-02952081v1/document
https://doi.org/10.1145/3418981.3418984
https://imt-atlantique.hal.science/hal-02952081v1
https://dl.acm.org/doi/10.1145/3418981.3418984

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14

Enabling binary neural network training on the edge

Autori: Wang, Erwei Davis, James Moro, Daniele a ďalší

Zdroj: 19 ; 1

Predmety: CCS Concepts: • Computing methodologies → Machine learning, • Computer systems organization → Embedded systems, Deep neural network, binary neural network, training, edge devices, embedded systems, memory reduction

Popis súboru: application/pdf

Relation: ACM Transactions on Embedded Computing Systems; http://hdl.handle.net/10044/1/106620; https://www.dx.doi.org/10.1145/3626100

Dostupnosť: http://hdl.handle.net/10044/1/106620
https://dl.acm.org/doi/10.1145/3626100
https://doi.org/10.1145/3626100

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15

Consistent Multi- and Single-View HDR-Image Reconstruction from Single Exposures

Autori: Mohan, A Zhang, Jing Cozot, Rémi a ďalší

Prispievatelia: Mohan, A Zhang, Jing Cozot, Rémi a ďalší

Predmety: CCS Concepts: Computing methodologies --> Computational photography, Machine learning, 3D imaging, [INFO.INFO-TI] Computer Science [cs]/Image Processing [eess.IV], Computational photography, CCS Concepts • Computing methodologies → Computational photography, Computing methodologies

Popis súboru: application/pdf

Prístupová URL adresa: https://hal.science/hal-03664195v1

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16

FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction

Autori: Damaskinos, Georgios Guerraoui, Rachid Kermarrec, Anne-Marie a ďalší

Prispievatelia: Damaskinos, Georgios Guerraoui, Rachid Kermarrec, Anne-Marie a ďalší

Zdroj: ISSN: 2157-6904.

Predmety: CCS Concepts: Computing methodologies → Machine learning • Security and privacy federated learning, online learning, asynchronous gradient descent, profiling, mobile Android devices, CCS Concepts, Computing methodologies → Machine learning, • Security and privacy, federated learning, [INFO.INFO-DC]Computer Science [cs]/Distributed, Parallel, and Cluster Computing [cs.DC]

Dostupnosť: https://inria.hal.science/hal-03906055
https://inria.hal.science/hal-03906055v1/document
https://inria.hal.science/hal-03906055v1/file/main.pdf
https://doi.org/10.1145/3527621

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17

Automated Classification of Crests on Pottery Sherds Using Pattern Recognition on 2D Images

Autori: Ritz, Martin Santos, Pedro Fellner, Dieter

Predmety: Research Line: Computer vision (CV), Visual computing, CCS Concepts: Computing methodologies --> Image processing, Applied computing --> Archaeology, Lead Topic: Digitized Work, Applied computing, 02 engineering and technology, Computing methodologies, Research Line: Human computer interaction (HCI), Research Line: Machine Learning (ML), 03 medical and health sciences, 0302 clinical medicine, Image processing, Archaeology, Pattern recognition, 0202 electrical engineering, electronic engineering, information engineering

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18

Multi-view relighting using a geometry-aware network

Autori: Philip, Julien Gharbi, Michaël Zhou, Tinghui a ďalší

Prispievatelia: Philip, Julien Gharbi, Michaël Zhou, Tinghui a ďalší

Zdroj: ACM Transactions on Graphics

Predmety: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Image relighting, Deep Learning, [INFO.INFO-GR] Computer Science [cs]/Graphics [cs.GR], [INFO.INFO-NE] Computer Science [cs]/Neural and Evolutionary Computing [cs.NE], 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Multi-view, CCS Concepts: • Computing methodologies → Image manipulation

Popis súboru: application/pdf

Prístupová URL adresa: https://hal.inria.fr/hal-02125095/file/Multi-view-Relighting.pdf
https://inria.hal.science/hal-02125095v1
https://doi.org/10.1145/3306346.3323013
https://inria.hal.science/hal-02125095v1/document
https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002264501658160
https://dl.acm.org/doi/10.1145/3306346.3323013
https://hal.inria.fr/hal-02125095
https://dblp.uni-trier.de/db/journals/tog/tog38.html#PhilipGZED19

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19

Deep blending for free-viewpoint image-based rendering

Autori: Hedman, Peter Philip, Julien Price, True a ďalší

Prispievatelia: Hedman, Peter Philip, Julien Price, True a ďalší

Zdroj: ACM Transactions on Graphics

Predmety: Deep learning ACM Reference Format, Free-viewpoint, [INFO.INFO-GR] Computer Science [cs]/Graphics [cs.GR], 0202 electrical engineering, electronic engineering, information engineering, Deep learning, 02 engineering and technology, Reconstruction, image-based rendering, Additional Key Words and Phrases: Image-based rendering, free-viewpoint, CCS Concepts: • Computing methodologies → Image-based rendering, Neural networks

Popis súboru: application/pdf

Prístupová URL adresa: https://hal.inria.fr/hal-01886237/file/DeepBlendingforImageBasedRendering.pdf
https://inria.hal.science/hal-01886237v1/document
https://inria.hal.science/hal-01886237v1
https://doi.org/10.1145/3272127.3275084
http://doi.org/10.1145/3272127.3275084
https://discovery.ucl.ac.uk/id/eprint/10117776/
https://hal.inria.fr/hal-01886237
https://dblp.uni-trier.de/db/journals/tog/tog37.html#HedmanPPFDB18
https://dl.acm.org/citation.cfm?id=3275084
https://doi.org/10.1145/3272127.3275084
https://discovery-pp.ucl.ac.uk/id/eprint/10117776/

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20

Emoji Recommendation in Private Instant Messages

Autori: Guibon, Gaël Ochs, Magalie Bellot, Patrice a ďalší

Prispievatelia: Guibon, Gaël Ochs, Magalie Bellot, Patrice a ďalší

Zdroj: SAC '18 Proceedings of the 33rd Annual ACM Symposium on Applied Computing ; https://amu.hal.science/hal-01871071 ; SAC '18 Proceedings of the 33rd Annual ACM Symposium on Applied Computing, Apr 2018, Pau, France. ⟨10.1145/3167132.3167430⟩

Predmety: natural language processing, Emoji recommendation, CCS CONCEPTS • Computing methodologies → Information extraction, multi-label classification, messaging application, Emoji, CCS CONCEPTS• Computing methodologies→Information extraction, [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL], [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG], [INFO.INFO-SI]Computer Science [cs]/Social and Information Networks [cs.SI], [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]

Geografické téma: Pau, France

Dostupnosť: https://amu.hal.science/hal-01871071
https://amu.hal.science/hal-01871071v1/document
https://amu.hal.science/hal-01871071v1/file/emoji_prediction_instant_messages_sac2018_camera_ready_doi.pdf
https://doi.org/10.1145/3167132.3167430

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Výsledky vyhľadávania - CCS Concepts: • Computing methodologies → Machine learning algorithms

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