Search Results - "CCS Concepts: • Computing methodologies → Machine learning algorithms"

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

Authors: Bhowmick, Ayan Meneni, Koushik Danisch, Maximilien et al.

Contributors: Bhowmick, Ayan Meneni, Koushik Danisch, Maximilien et al.

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

Subject Terms: [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

File Description: application/pdf

Access URL: 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

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

Authors: YILMA, Bereket Abera Surafel M. Lakew Yogesh Virkar et al.

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

Subject Terms: 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

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

Developing Time Series Forecasting Models with Generative Large Language Models.

Authors: Morales-García, Juan Llanes, Antonio Arcas-Túnez, Francisco et al.

Source: ACM Transactions on Intelligent Systems & Technology; Dec2025, Vol. 16 Issue 6, p1-12, 12p

Causal Inference for Multi-Criteria Rating Recommender Systems.

Authors: Guo, Zhihao Song, Peng Feng, Chenjiao et al.

Source: ACM Transactions on Information Systems; Nov2025, Vol. 43 Issue 6, p1-30, 30p

Subject Terms: CAUSAL inference, REPRESENTATIONS of graphs, STRUCTURAL models, PREDICTION models, HETEROGENEITY

A Comprehensive Survey on Machine Learning Driven Material Defect Detection.

Authors: Bai, Jun Wu, Di Shelley, Tristan et al.

Source: ACM Computing Surveys; Nov2025, Vol. 57 Issue 11, p1-36, 36p

Subject Terms: ARTIFICIAL intelligence, ARTIFICIAL neural networks, MACHINE learning, PATTERN recognition systems, COMPUTER vision, DEEP learning, SUPERVISED learning, DELAMINATION of composite materials

GATE: Graph Attention Neural Networks with Real-Time Edge Construction for Robust Indoor Localization using Mobile Embedded Devices.

Authors: Gufran, Danish Pasricha, Sudeep

Source: ACM Transactions on Embedded Computing Systems; 2025 Suppl 5, Vol. 24, p1-24, 24p

Subject Terms: INDOOR positioning systems, GRAPH neural networks, DEEP learning, REPRESENTATIONS of graphs, SMART devices

Mathematics-Inspired Models: A Green and Interpretable Learning Paradigm for Multimedia Computing.

Authors: Gao, Lei Liu, Kai Guo, Zheng et al.

Source: ACM Transactions on Multimedia Computing, Communications & Applications; Jul2025, Vol. 21 Issue 7, p1-22, 22p

Subject Terms: ARTIFICIAL neural networks, MACHINE learning, MULTIMEDIA systems, ARTIFICIAL intelligence, SUSPICION

Toward Trustworthy Artificial Intelligence (TAI) in the Context of Explainability and Robustness.

Authors: chander, Bhanu John, Chinju Warrier, Lekha et al.

Source: ACM Computing Surveys; Jun2025, Vol. 57 Issue 6, p1-49, 49p

Subject Terms: ARTIFICIAL intelligence, ARTIFICIAL neural networks, MACHINE learning, EQUAL Credit Opportunity Act, FAIR Credit Reporting Act, DEEP learning

Time Series Classification with Elasticity Using Augmented Path Signatures.

Authors: Wang, Chenyang Luo, Ling Aickelin, Uwe

Source: ACM Transactions on Knowledge Discovery from Data; Apr2025, Vol. 19 Issue 3, p1-32, 32p

Subject Terms: TIME series analysis, TIME dilation, CLASSIFICATION algorithms, TIME management, ELASTICITY

A Multimodal Hierarchical Attentional Ordering Network.

Authors: Yang, Yiping Cui, Baiyun Li, Yingming

Source: ACM Transactions on Multimedia Computing, Communications & Applications; Mar2025, Vol. 21 Issue 3, p1-20, 20p

Subject Terms: INFORMATION design, MEDICAL masks, ENCODING

Adversarial Attacks and Countermeasures on Image Classification-based Deep Learning Models in Autonomous Driving Systems: A Systematic Review.

Authors: Badjie, Bakary Cecílio, José Casimiro, Antonio

Source: ACM Computing Surveys; Jan2025, Vol. 57 Issue 1, p1-52, 52p

Subject Terms: IMAGE recognition (Computer vision), ARTIFICIAL neural networks, MACHINE learning, COMPUTER science, ARTIFICIAL intelligence, DEEP learning

Dual Perspective of Label-Specific Feature Learning for Multi-Label Classification.

Authors: Hang, Jun-Yi Zhang, Min-Ling

Source: ACM Transactions on Knowledge Discovery from Data; Jan2025, Vol. 19 Issue 1, p1-30, 30p

Subject Terms: SUPERVISED learning, MACHINE learning, CLASSIFICATION

Llanimation: Llama Driven Gesture Animation.

Authors: Windle, J. Matthews, I. Taylor, S.

Source: Computer Graphics Forum; Dec2024, Vol. 43 Issue 8, p1-10, 10p

Subject Terms: SOCIAL cues, MACHINE learning, GESTURE, SOCIAL context, REALISM

On Mean-Optimal Robust Linear Discriminant Analysis.

Authors: Li, Xiangyu Wang, Hua

Source: ACM Transactions on Knowledge Discovery from Data; Sep2024, Vol. 18 Issue 8, p1-27, 27p

Subject Terms: FISHER discriminant analysis, OPTIMIZATION algorithms, SUPERVISED learning, ALGORITHMS, SERVER farms (Computer network management)

Citation Forecasting with Multi-Context Attention-Aided Dependency Modeling.

Authors: Ji, Taoran Self, Nathan Fu, Kaiqun et al.

Source: ACM Transactions on Knowledge Discovery from Data; Jul2024, Vol. 18 Issue 6, p1-23, 23p

Subject Terms: TECHNOLOGICAL forecasting, FORECASTING, TECHNOLOGICAL innovations, DEEP learning, POINT processes, RECURRENT neural networks

Do We Really Need Imputation in AutoML Predictive Modeling?

Authors: Paterakis, George Fafalios, Stefanos Charonyktakis, Paulos et al.

Source: ACM Transactions on Knowledge Discovery from Data; Jul2024, Vol. 18 Issue 6, p1-64, 64p

Subject Terms: MISSING data (Statistics), MULTIPLE imputation (Statistics), PREDICTION models, FEATURE selection, PEDOMETERS, ALGORITHMS

Learning Hierarchical Task Structures for Few-shot Graph Classification.

Authors: Wang, Song Dong, Yushun Huang, Xiao et al.

Source: ACM Transactions on Knowledge Discovery from Data; Apr2024, Vol. 18 Issue 3, p1-20, 20p

Subject Terms: MACHINE learning, GRAPH labelings, CLASSIFICATION, SAMPLING (Process), PROBLEM solving

Locally and Structurally Private Graph Neural Networks.

Authors: Joshi, Rucha Bhalchandra Mishra, Subhankar

Source: Digital Threats: Research & Practice; Mar2024, Vol. 5 Issue 1, p1-23, 23p

Subject Terms: GRAPH neural networks

Adaptive Adversarial Logits Pairing.

Authors: SHANGXI WU JITAO SANG KAIYAN XU et al.

Source: ACM Transactions on Multimedia Computing, Communications & Applications; Feb2024, Vol. 20 Issue 2, p1-16, 16p

Subject Terms: LOGITS, IMAGE recognition (Computer vision), WEIGHT training, IMAGING systems

Nationwide Air Pollution Forecasting with Heterogeneous Graph Neural Networks.

Authors: TERROSO-SAENZ, FERNANDO MORALES-GARCÍA, JUAN MUÑOZ, ANDRES

Source: ACM Transactions on Intelligent Systems & Technology; Feb2024, Vol. 15 Issue 1, p1-19, 19p

Subject Terms: FORECASTING, URBAN policy, POLLUTION, AIR pollution, LAND use, POLLUTANTS