Chen, Hsinchun

Chen, Hsinchun has 70 paper(s) in the AIS Basket corpus on Otero.

  1. RADAR: A Framework for Developing Adversarially Robust Cyber Defense AI Agents with Deep Reinforcement Learning — MIS Quarterly, 2025
  2. Automated Analysis of Changes in Privacy Policies: a Structured Self-Attentive Sentence Embedding Approach — MIS Quarterly, 2024
  3. Creating Proactive Cyber Threat Intelligence with Hacker Exploit Labels: A Deep Transfer Learning Approach — MIS Quarterly, 2024
  4. Motion Sensor–Based Fall Prevention for Senior Care: A Hidden Markov Model with Generative Adversarial Network Approach — Information Systems Research, 2024
  5. Cross-Lingual Cybersecurity Analytics in the International Dark Web with Adversarial Deep Representation Learning — MIS Quarterly, 2022
  6. Wearable Sensor-Based Chronic Condition Severity Assessment: An Adversarial Attention-Based Deep Multisource Multitask Learning Approach — MIS Quarterly, 2022
  7. Discovering Emerging Threats in the Hacker Community: A Nonparametric Emerging Topic Detection Framework — MIS Quarterly, 2022
  8. Linking Exploits from the Dark Web to Known Vulnerabilities for Proactive Cyber Threat Intelligence: An Attention-based Deep Structured Semantic Model — MIS Quarterly, 2022
  9. A Deep Learning Approach for Recognizing Activity of Daily Living (ADL) for Senior Care: Exploiting Interaction Dependency and Temporal Patterns — MIS Quarterly, 2021
  10. Fall Detection with Wearable Sensors: A Hierarchical Attention-based Convolutional Neural Network Approach — Journal of Management Information Systems, 2021
  11. Semi-Supervised Cyber Threat Identification in Dark Net Markets: A Transductive and Deep Learning Approach — Journal of Management Information Systems, 2020
  12. Finding People with Emotional Distress in Online Social Media: A Design Combining Machine Learning and Rule-Based Classification — MIS Quarterly, 2020
  13. Human Identification for Activities of Daily Living: A Deep Transfer Learning Approach — Journal of Management Information Systems, 2020
  14. Do Electronic Health Records Affect Quality of Care? Evidence from the HITECH Act — Information Systems Research, 2019
  15. DICE-E: A Framework for Conducting Darknet Identification, Collection, Evaluation with Ethics1 — MIS Quarterly, 2019
  16. Exploring Emerging Hacker Assets and Key Hackers for Proactive Cyber Threat Intelligence — Journal of Management Information Systems, 2017
  17. Healthcare Predictive Analytics for Risk Profiling in Chronic Care: A Bayesian Multitask Learning Approach1 — MIS Quarterly, 2017
  18. Examining Hacker Participation Length in Cybercriminal Internet-Relay-Chat Communities — Journal of Management Information Systems, 2016
  19. Identifying and Profiling Key Sellers in Cyber Carding Community: AZSecure Text Mining System — Journal of Management Information Systems, 2016
  20. Enhancing Predictive Analytics for Anti-Phishing by Exploiting Website Genre Information — Journal of Management Information Systems, 2015
  21. An integrated framework for analyzing multilingual content in Web 2.0 social media — Decision Support Systems, 2014
  22. Analyzing firm-specific social media and market: A stakeholder-based event analysis framework — Decision Support Systems, 2014
  23. Research note: Examining gender emotional differences in Web forum communication — Decision Support Systems, 2013
  24. Recommendation as link prediction in bipartite graphs: A graph kernel-based machine learning approach — Decision Support Systems, 2013
  25. Evaluating sentiment in financial news articles — Decision Support Systems, 2012