Jiajin Huang

Orcid: 0000-0002-7495-3440

According to our database1, Jiajin Huang authored at least 73 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
HyNCF: A hybrid normalization strategy via feature statistics for collaborative filtering.
Expert Syst. Appl., March, 2024

HFNF: learning a hybrid Fourier neural filter with a heterogeneous loss for sequential recommendation.
Appl. Intell., January, 2024

FAformer: parallel Fourier-attention architectures benefits EEG-based affective computing with enhanced spatial information.
Neural Comput. Appl., 2024

2023
Self-supervised group meiosis contrastive learning for EEG-based emotion recognition.
Appl. Intell., November, 2023

Integrating information by Kullback-Leibler constraint for text classification.
Neural Comput. Appl., August, 2023

M2GCF: A multi-mixing strategy for graph neural network based collaborative filtering.
Web Intell., 2023

2022
Hybrid tree model for root cause analysis of wireless network fault localization.
Web Intell., 2022

Self-supervised Group Meiosis Contrastive Learning for EEG-Based Emotion Recognition.
CoRR, 2022

Improving hypergraph convolution network collaborative filtering with feature crossing and contrastive learning.
Appl. Intell., 2022

A Rapid Source Localization Method in the Early Stage of Large-scale Network Propagation.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

2021
Medication Combination Prediction Using Temporal Attention Mechanism and Simple Graph Convolution.
IEEE J. Biomed. Health Informatics, 2021

Classifying the tracing difficulty of 3D neuron image blocks based on deep learning.
Brain Informatics, 2021

Detecting depression using an ensemble classifier based on Quality of Life scales.
Brain Informatics, 2021

Exploring highly reliable substructures in auto-reconstructions of a neuron.
Brain Informatics, 2021

Probabilistic Embedding for Collaborative Reasoning.
Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14, 2021

Box4Rec: Box Embedding for Sequential Recommendation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

2020
Adversarial auto-encoder for rating prediction with ratings and reviews.
Web Intell., 2020

Blockchain Technology for Agriculture: Applications and Rationale.
Frontiers Blockchain, 2020

HybridEEGNet: A Convolutional Neural Network for EEG Feature Learning and Depression Discrimination.
IEEE Access, 2020

GCN-ICF: Graph Convolution Networks for Item-based Recommendation.
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020

HybridGNN-SR: Combining Unsupervised and Supervised Graph Learning for Session-based Recommendation.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020

2019
Single-Channel EEG-Based Machine Learning Method for Prescreening Major Depressive Disorder.
Int. J. Inf. Technol. Decis. Mak., 2019

Joint Heterogeneous Pair-wise Loss For Top-N Recommendation.
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

A Multi-domain Named Entity Recognition Method Based on Part-of-Speech Attention Mechanism.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2019

Classification of Mental Arithmetic Cognitive States Based on CNN and FBN.
Proceedings of the Brain Informatics - 12th International Conference, 2019

Connectivity Shifted Cerebral Regions as Seeds for Mental Arithmetic Cognitive State Classification.
Proceedings of the International Conference on Artificial Intelligence and Advanced Manufacturing, 2019

2018
Exploiting item-item relations to improve review-based rating prediction.
Web Intell., 2018

Rating Prediction in Review-Based Recommendations via Adversarial Auto-Encoder.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

Resting EEG Features and Their Application in Depressive Disorders.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

Leveraging Reconstructive Profiles of Users and Items for Tag-Aware Recommendation.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2017
LDA-RR: 一种基于评分和评论的推荐方法 (LDA-RR: A Recommendation Method Based on Ratings and Reviews).
计算机科学, 2017

Cost-sensitive three-way recommendations by learning pair-wise preferences.
Int. J. Approx. Reason., 2017

A Physarum-inspired optimization algorithm for load-shedding problem.
Appl. Soft Comput., 2017

Exploiting user and item embedding in latent factor models for recommendations.
Proceedings of the International Conference on Web Intelligence, 2017

A Poisson Regression Method for Top-N Recommendation.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

2016
A probabilistic inference model for recommender systems.
Appl. Intell., 2016

Leveraging Item Connections to Improve Social Recommendations with Ratings and Reviews.
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Point-of-Interest Recommendations by Unifying Multiple Correlations.
Proceedings of the Web-Age Information Management - 17th International Conference, 2016

Exploiting Group Pairwise Preference Influences for Recommendations.
Proceedings of the Rough Sets - International Joint Conference, 2016

Human Emotion Variation Analysis Based on EEG Signal and POMS Scale.
Proceedings of the Brain Informatics and Health - International Conference, 2016

Hot Topic Detection in News Blog Based on W2T Methodology.
Proceedings of the Wisdom Web of Things, 2016

Suitable Route Recommendation Inspired by Cognition.
Proceedings of the Wisdom Web of Things, 2016

A Monitoring System for the Safety of Building Structure Based on W2T Methodology.
Proceedings of the Wisdom Web of Things, 2016

2015
Cognition-inspired route evaluation using mobile phone data.
Nat. Comput., 2015

一种基于用户网络签到行为的地点推荐方法 (Approach to Place Recommendation Based on User Check-in Behavior in Online Network).
计算机科学, 2015

Modeling Tag-Aware Recommendations Based on User Preferences.
Int. J. Inf. Technol. Decis. Mak., 2015

An Intelligent Monitoring System for the Safety of Building Structure under the W2T Framework.
Int. J. Distributed Sens. Networks, 2015

A Smart Hospital Information System for Mental Disorders.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Unifying Geographical Influence in Recommender Systems via Matrix Factorization.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Granular Structures Induced by Interval Sets and Rough Sets.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

GPS-Based Location Recommendation Using a Belief Network Model.
Proceedings of the Knowledge Science, Engineering and Management, 2015

A Point-of-Interest Recommendation Method Based on User Check-in Behaviors in Online Social Networks.
Proceedings of the Computational Social Networks - 4th International Conference, 2015

2014
A Unified Framework of Targeted Marketing using Customer Preferences.
Comput. Intell., 2014

A Context-Aware Recommender System with a Cognition Inspired Model.
Proceedings of the Rough Sets and Knowledge Technology - 9th International Conference, 2014

Identifying Influential Nodes in Complex Networks: A Multiple Attributes Fusion Method.
Proceedings of the Active Media Technology - 10th International Conference, 2014

Detecting Stay Areas from a User's Mobile Phone Data for Urban Computing.
Proceedings of the Active Media Technology - 10th International Conference, 2014

2013
A System to Generate Mobile Data Based on Real User Behavior.
Proceedings of the Web Information Systems Engineering - WISE 2013 Workshops, 2013

A self-organization method for discovering communities in a distributed network.
Proceedings of the Ninth International Conference on Natural Computation, 2013

Preference Structure and Similarity Measure in Tag-Based Recommender Systems.
Proceedings of the Active Media Technology - 9th International Conference, 2013

Semantically Modeling Mobile Phone Data for Urban Computing.
Proceedings of the Active Media Technology - 9th International Conference, 2013

The Spontaneous Behavior in Extreme Events: A Clustering-Based Quantitative Analysis.
Proceedings of the Advanced Data Mining and Applications, 9th International Conference, 2013

2012
Hot Topic Detection in News Blogs from the Perspective of W2T.
Proceedings of the Active Media Technology - 8th International Conference, 2012

An Adaptive Method for the Tag-Rating-Based Recommender System.
Proceedings of the Active Media Technology - 8th International Conference, 2012

A Self-organization Method for Reorganizing Resources in a Distributed Network.
Proceedings of the Active Media Technology - 8th International Conference, 2012

2008
A Unified Probabilistic Inference Model for Targeted Marketing.
Proceedings of the Communications and Discoveries from Multidisciplinary Data, 2008

A Human-Web Interaction Based Trust Model for Trustworthy Web Software Development.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

2005
A General Framework of Targeted Marketing.
Proceedings of the Advances in Web Intelligence Third International Atlantic Web IntelligenceConference, 2005

On applying inductive logic programming to the Web.
Proceedings of the 2005 International Conference on Active Media Technology, 2005

2004
TMS: Targeted Marketing System Based on Market Value Functions.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

Adaptive Linear Market Value Functions for Targeted Marketing.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

Relational Peculiarity Oriented Data Mining.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

2003
Attribute Reduction of Rough Sets in Mining Market Value Functions.
Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

2002
Using Market Value Functions for Targeted Marketing Data Mining.
Int. J. Pattern Recognit. Artif. Intell., 2002


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