Search Results - "Computing methodologies Machine learning Machine learning approaches"

Interaction and Behaviour Evaluation for Smart Homes: Data Collection and Analytics in the ScaledHome Project

Authors: Mendula Matteo Bellavista Paolo

Subject Terms: Computing methodologies, Machine learning, Machine learning approaches, Modeling and simulation, Simulation support systems, Simulation environments Hardware, Power and energy, Thermal issues, Temperature optimization

Access URL: https://hdl.handle.net/11585/795945
https://dl.acm.org/doi/abs/10.1145/3416010.3423227

A bibliometric study toward quantitative research assessment of security of machine learning.

Authors: Paracha, Anum Arshad, Junaid

Source: Information Discovery & Delivery; 2025, Vol. 53 Issue 4, p481-498, 18p

Digit Recognition Method Based on Discrete Hopfield Neural Network Optimized by Artificial Fish Swarm Algorithm.

Authors: Su, Xin Xie, Daiheng Zhao, Yue

Source: Journal of Computing & Information Technology; Sep2025, Vol. 33 Issue 3, p183-200, 18p

Subject Terms: HOPFIELD networks, OPTIMIZATION algorithms, COMPUTER simulation, PROBLEM solving, ALGORITHMS

Temporal-Aware Neural Networks for Balancing Dynamic Preferences and Long-Term Interests in Recommendation Systems.

Authors: Yanting Xia Lin Zhang Zhou Yang et al.

Source: Journal of Computing & Information Technology; Jun2025, Vol. 33 Issue 2, p123-138, 16p

Subject Terms: RECOMMENDER systems, TRANSFORMER models, DYNAMIC balance (Mechanics), ONLINE education

SAug: Structural Imbalance Aware Augmentation for Graph Neural Networks.

Authors: CHEN, KE-JIA MU, WENHUI LIU, ZULONG et al.

Source: ACM Transactions on Intelligent Systems & Technology; Apr2025, Vol. 16 Issue 2, p1-22, 22p

Subject Terms: GRAPH neural networks, DATA augmentation, REPRESENTATIONS of graphs, MACHINE learning, PROBLEM solving

Robust Learning under Hybrid Noise.

Authors: WEI, YANG CHEN, SHUO YE, SHANSHAN et al.

Source: ACM Transactions on Intelligent Systems & Technology; Apr2025, Vol. 16 Issue 2, p1-27, 27p

Subject Terms: MACHINE learning, MATRIX norms, DATA recovery, BLENDED learning, ACQUISITION of data

Graph Neural Network and Temporal Sequence Integration for AI-Powered Financial Compliance Detection

Authors: Weiyao Xu Mohan Jiang Shiqing Long et al.

Grid Data Analysis and Load Forecasting Model Based on Federated Learning Technology and LSTM Algorithm.

Authors: Zhengyan Huang Mingfei Zeng Songyao Feng et al.

Source: Journal of Computing & Information Technology; Mar2025, Vol. 33 Issue 1, p25-42, 18p

Subject Terms: LONG short-term memory, FEDERATED learning, ELECTRIC power distribution grids, ENERGY industries, DATA security, LOAD forecasting (Electric power systems)

Leveraging Deep Learning for Personalized Book Recommendations: A Big Data Algorithm Combining Capsule Networks and Attention Mechanisms.

Authors: Jiali Liao Tianxiang Li

Source: Journal of Computing & Information Technology; Sep2024, Vol. 38 Issue 3, p177-194, 18p

Subject Terms: RECOMMENDED books, CAPSULE neural networks, RECOMMENDER systems, INDIVIDUALIZED instruction, LIBRARY cooperation, DEEP learning

Enhancement of Breast Cancer Classification Using Bat Feature Selection with Recurrent Deep Learning.

Authors: Jaafar, Ali Nafaa

Source: Journal of Computing & Information Technology; Sep2024, Vol. 38 Issue 3, p195-215, 21p

Subject Terms: LONG short-term memory, MACHINE learning, RECURRENT neural networks, BRCA genes, FEATURE selection, MEDIAN (Mathematics), DEEP learning

SSResNeXt: A Novel Deep Learning Architecture for Multi-class Breast Cancer Pathological Image Classification.

Authors: Bo Xu Faming Li Ying Wu

Source: Journal of Computing & Information Technology; Jun2024, Vol. 32 Issue 2, p127-142, 16p

Subject Terms: TRANSFORMER models, IMAGE recognition (Computer vision), COMPUTER-aided diagnosis, BREAST cancer, FEATURE extraction, DEEP learning

Generation-based Multi-view Contrast for Self-supervised Graph Representation Learning.

Authors: Han, Yuehui

Source: ACM Transactions on Knowledge Discovery from Data; Jun2024, Vol. 18 Issue 5, p1-17, 17p

Subject Terms: REPRESENTATIONS of graphs, GRAPH algorithms, DATA augmentation, RANDOM walks

Optimization and Benefit Assessment of Production Supply Chain Networks Using Graph Neural Network Models.

Authors: Ting Dong Samonte, Mary Jane C.

Source: Journal of Computing & Information Technology; Mar2024, Vol. 32 Issue 1, p15-31, 17p

Subject Terms: GRAPH neural networks, ARTIFICIAL neural networks, SUPPLY chains, SUPPLY chain management, FACTOR analysis

An Intrusion Detection Model Based on Extra Trees Algorithm with Dimensionality Reduction and Oversampling.

Authors: Li Yin Yijun Chen

Source: Journal of Computing & Information Technology; Dec2023, Vol. 31 Issue 4, p219-231, 13p

Subject Terms: INTRUSION detection systems (Computer security), DETECTION algorithms, DIMENSIONAL reduction algorithms, FISHER discriminant analysis, MACHINE learning, ALTERNATIVE education

Efficient Sentence Representation Learning via Knowledge Distillation with Maximum Coding Rate Reduction.

Authors: Ševerdija, Domagoj Prusina, Tomislav Borozan, Luka et al.

Source: Journal of Computing & Information Technology; Dec2023, Vol. 31 Issue 4, p251-266, 16p

Subject Terms: LANGUAGE models, NATURAL languages, TIME management

Big Data Analysis and User Behavior Prediction of Social Networks Based on Artificial Neural Network.

Authors: Zhanbo Liu Tieshi Song

Source: Journal of Computing & Information Technology; Sep2023, Vol. 31 Issue 3, p185-201, 17p

Subject Terms: SOCIAL prediction, SOCIAL networks, BEHAVIORAL assessment, BIG data, ARTIFICIAL intelligence, DATA structures, ARTIFICIAL neural networks, VIDEO coding

Artificial intelligence for molecular communication.

Authors: Bartunik, Max Kirchner, Jens Keszocze, Oliver

Source: IT: Information Technology; Aug2023, Vol. 65 Issue 4/5, p155-163, 9p

Subject Terms: ARTIFICIAL intelligence, ARTIFICIAL neural networks, TELECOMMUNICATION, SIGNAL classification, SIGNAL processing, MEDICAL equipment

Inherent Bias in Electronic Health Records: A Scoping Review of Sources of Bias

Authors: Oriel Perets Emanuela Stagno Eyal Ben Yehuda et al.

Source: medRxiv

Subject Terms: Article

Access URL: https://pubmed.ncbi.nlm.nih.gov/38680842

A Visual Cortex-Attentive Deep Convolutional Neural Network for Digital Image Design.

Authors: Lei Zheng

Source: Journal of Computing & Information Technology; Mar2023, Vol. 31 Issue 1, p21-37, 17p

Subject Terms: CONVOLUTIONAL neural networks, COMPUTER vision, DEEP learning, IMAGE processing, PEARSON correlation (Statistics), VISUAL pathways, VISUAL perception

CAQoE: A Novel No-Reference Context-aware Speech Quality Prediction Metric.

Authors: JAISWAL, RAHUL KUMAR DUBEY, RAJESH KUMAR

Source: ACM Transactions on Multimedia Computing, Communications & Applications; 2023 Suppl 1, Vol. 19, p1-23, 23p

Subject Terms: AUTOMATIC speech recognition, SPEECH, SPEECH enhancement