World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
50
Citations
9679
World Ranking
5634
National Ranking
43

Overview

Shi-Jinn Horng is affiliated with Asia University Taiwan in Taiwan and has established a body of research primarily within the field of computer science. Their work spans several subfields, with particular emphasis on computer vision and pattern recognition, artificial intelligence, signal processing, urban studies, and computational theory and mathematics.

The scientist's research covers a range of main topics, including:

  • Face and Expression Recognition
  • Image Retrieval and Classification Techniques
  • Text and Document Classification Technologies
  • Video Surveillance and Tracking Methods
  • Advanced Clustering Algorithms Research
  • Advanced Computing and Algorithms
  • Neural Networks and Applications

Shi-Jinn Horng has contributed to multiple publications, some of which are highly cited. Selected recent papers include:

  • "Multivariate time series forecasting via attention-based encoder-decoder framework," 2020, Neurocomputing
  • "A Hybrid Method for Traffic Flow Forecasting Using Multimodal Deep Learning," 2020, International Journal of Computational Intelligence Systems
  • "A Robust Multilabel Feature Selection Approach Based on Graph Structure Considering Fuzzy Dependency and Feature Interaction," 2023, IEEE Transactions on Fuzzy Systems
  • "Exploiting feature multi-correlations for multilabel feature selection in robust multi-neighborhood fuzzy β covering space," 2023, Information Fusion
  • "An Identity-Based and Revocable Data-Sharing Scheme in VANETs," 2020, IEEE Transactions on Vehicular Technology

These publications demonstrate interdisciplinary approaches involving machine learning frameworks and feature selection techniques applied to various domains such as traffic forecasting and vehicular networks.

Frequent coauthors collaborating with Shi-Jinn Horng include:

  • Tianrui Li
  • Hongmei Chen
  • Chuan Luo
  • Zhong Yuan
  • Yong Mi

Shi-Jinn Horng's work is also frequently published in several scholarly venues known for contributions to computer science and intelligent systems, including:

  • Knowledge-Based Systems
  • Information Sciences
  • Expert Systems with Applications
  • SSRN Electronic Journal
  • Pattern Recognition

The research contributions appear concentrated on the development of algorithms and computational models for pattern analysis, classification, and system intelligence, with a clear focus on enhancing methods related to recognition, classification, and clustering.

Best Publications

  • A novel intrusion detection system based on hierarchical clustering and support vector machines

    Shi-Jinn Horng;Ming-Yang Su;Yuan-Hsin Chen;Tzong-Wann Kao

  • Deep Air Quality Forecasting Using Hybrid Deep Learning Framework

    Shengdong Du;Tianrui Li;Yan Yang;Shi-Jinn Horng

  • Multivariate time series forecasting via attention-based encoder–decoder framework

    Shengdong Du;Tianrui Li;Yan Yang;Shi-Jinn Horng

  • An improved method for forecasting enrollments based on fuzzy time series and particle swarm optimization

    I-Hong Kuo;Shi-Jinn Horng;Tzong-Wann Kao;Tsung-Lieh Lin

  • b-SPECS+: Batch Verification for Secure Pseudonymous Authentication in VANET

    Shi-Jinn Horng;Shiang-Feng Tzeng;Yi Pan;Pingzhi Fan

  • Performance evaluation of score level fusion in multimodal biometric systems

    Mingxing He;Shi-Jinn Horng;Pingzhi Fan;Ray-Shine Run

  • An Efficient Watermarking Method Based on Significant Difference of Wavelet Coefficient Quantization

    Wei-Hung Lin;Shi-Jinn Horng;Tzong-Wann Kao;Pingzhi Fan

  • An efficient job-shop scheduling algorithm based on particle swarm optimization

    Tsung-Lieh Lin;Shi-Jinn Horng;Tzong-Wann Kao;Yuan-Hsin Chen

  • Enhancing Security and Privacy for Identity-Based Batch Verification Scheme in VANETs

    Shiang-Feng Tzeng;Shi-Jinn Horng;Tianrui Li;Xian Wang

  • An efficient certificateless aggregate signature with conditional privacy-preserving for vehicular sensor networks

    Shi-Jinn Horng;Shiang-Feng Tzeng;Po-Hsian Huang;Xian Wang

  • An improved SVD-based watermarking technique for copyright protection

    Ray-Shine Run;Shi-Jinn Horng;Jui-Lin Lai;Tzong-Wang Kao

  • A Decision-Theoretic Rough Set Approach for Dynamic Data Mining

    Hongmei Chen;Tianrui Li;Chuan Luo;Shi-Jinn Horng

  • A blind watermarking method using maximum wavelet coefficient quantization

    Wei-Hung Lin;Yuh-Rau Wang;Shi-Jinn Horng;Tzong-Wann Kao

  • An efficient phishing webpage detector

    Mingxing He;Shi-Jinn Horng;Pingzhi Fan;Muhammad Khurram Khan

  • A Hybrid Method for Traffic Flow Forecasting Using Multimodal Deep Learning

    Shengdong Du;Tianrui Li;Xun Gong;Shi-Jinn Horng

  • Forecasting TAIFEX based on fuzzy time series and particle swarm optimization

    I-Hong Kuo;Shi-Jinn Horng;Yuan-Hsin Chen;Ray-Shine Run

  • Applying an online game-based formative assessment in a flowchart-based intelligent tutoring system for improving problem-solving skills

    Danial Hooshyar;Rodina Binti Ahmad;Moslem Yousefi;Moein Fathi

  • An efficient flow-shop scheduling algorithm based on a hybrid particle swarm optimization model

    I-Hong Kuo;Shi-Jinn Horng;Tzong-Wann Kao;Tsung-Lieh Lin

  • Editorial : Trust, security, and privacy in next-generation wireless sensor networks

    Muhammad Khurram Khan;Yang Xiang;Shi-Jinn Horng;Hsiao-Hwa Chen

  • A Novel Anti-Collision Algorithm in RFID Systems for Identifying Passive Tags

    Yuan-Hsin Chen;Shi-Jinn Horng;Ray-Shine Run;Jui-Lin Lai

  • An Efficient Watermarking Method Based on Significant Difference of

    Wei-Hung Lin;Shi-Jinn Horng;Tzong-Wann Kao;Pingzhi Fan

Frequent Co-Authors

Tianrui Li
Tianrui Li Southwest Jiaotong University
Pingzhi Fan
Pingzhi Fan Southwest Jiaotong University
Yi Pan
Yi Pan Shenzhen Institutes of Advanced Technology
Tzung-Pei Hong
Tzung-Pei Hong National University of Kaohsiung
Muhammad Khurram Khan
Muhammad Khurram Khan King Saud University
Naixue Xiong
Naixue Xiong Northeastern State University
Hamido Fujita
Hamido Fujita University of Technology Malaysia
Chin-Teng Lin
Chin-Teng Lin University of Technology Sydney
Wanlei Zhou
Wanlei Zhou City University of Macau
Hsiao-Hwa Chen
Hsiao-Hwa Chen National Cheng Kung University

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