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Jaswinder Pal Singh

Jaswinder Pal Singh

D-Index & Metrics

Computer Science

D-Index
50
Citations
21343
World Ranking
5472
National Ranking
2499

Research.com Recognitions

  • 1998 - Fellow of Alfred P. Sloan Foundation

Overview

Jaswinder Pal Singh is affiliated with Princeton University in the United States and has contributed extensively to the field of Computer Science, with a focus on several subfields including Artificial Intelligence, Computer Networks and Communications, Computer Vision and Pattern Recognition, Signal Processing, and Information Systems.

Their research spans a variety of topics, predominantly related to cybersecurity, machine learning, and medical imaging. Key research areas include:

  • Advanced Malware Detection Techniques
  • Network Security and Intrusion Detection
  • Spam and Phishing Detection
  • Advanced Neural Network Applications
  • Anomaly Detection Techniques and Applications
  • AI in Cancer Detection
  • Radiomics and Machine Learning in Medical Imaging

Several papers illustrate these research interests:

  • "A survey on machine learning-based malware detection in executable files," published in 2020 in the Journal of Systems Architecture
  • "Detection of malicious software by analyzing the behavioral artifacts using machine learning algorithms," 2020, Information and Software Technology
  • "A comprehensive review of clustering techniques in artificial intelligence for knowledge discovery: Taxonomy, challenges, applications and future prospects," 2024, Advanced Engineering Informatics
  • "Assessment of supervised machine learning algorithms using dynamic API calls for malware detection," 2020, International Journal of Computers and Applications
  • "Hybrid computer aided diagnostic system designs for screen film mammograms using DL-based feature extraction and ML-based classifiers," 2023, Expert Systems

Their frequent coauthors include:

  • Jyoti Rani
  • Jitendra Virmani
  • Jagsir Singh
  • Gaurav Dhiman
  • Upasna Sharma

Jaswinder Pal Singh often publishes in certain venues, among them:

  • Materials Today Proceedings
  • Journal of Neonatal Surgery
  • Journal of Systems Architecture
  • Information and Software Technology
  • Advanced Engineering Informatics

Throughout the career, they have produced over 51 publications in the main field of Computer Science. Their work includes notable contributions to AI-driven methods for malware detection, medical image diagnostics, and clustering techniques in artificial intelligence.

Jaswinder Pal Singh was recognized as a Fellow of the Alfred P. Sloan Foundation in 1998.

Best Publications

  • The SPLASH-2 programs: characterization and methodological considerations

    Steven Cameron Woo;Moriyoshi Ohara;Evan Torrie;Jaswinder Pal Singh

  • The PARSEC benchmark suite: characterization and architectural implications

    Christian Bienia;Sanjeev Kumar;Jaswinder Pal Singh;Kai Li

  • Parallel Computer Architecture: A Hardware/Software Approach

    David E. Culler;Anoop Gupta;Jaswinder Pal Singh

  • SPLASH: Stanford parallel applications for shared-memory

    Jaswinder Pal Singh;Wolf-Dietrich Weber;Anoop Gupta

  • Scope Consistency: A Bridge between Release Consistency and Entry Consistency

    Liviu Iftode;Jaswinder Pal Singh;Kai Li

  • Method and apparatus for focused crawling

    Dongming Jiang;Arvind Krishnamurthy;Jaswinder Pal Singh;Randolph Wang

  • Load balancing and data locality in adaptive hierarchical N -body methods: Barnes-Hut, fast multipole, and radiosity

    Jaswinder Pal Singh;Chris Holt;Takashi Totsuka;Anoop Gupta

  • Building and using a scalable display wall system

    K. Li;H. Chen;Y. Chen;D.W. Clark

  • Method and apparatus for searching network resources

    Jaswinder Pal Singh;Randolph Wang

  • Scope consistency: a bridge between release consistency and entry consistency

    Liviu Iftode;Jaswinder Pal Singh;Kai Li

  • Computing and using reputations for internet ratings

    Mao Chen;Jaswinder Pal Singh

  • Hybrid sort-first and sort-last parallel rendering with a cluster of PCs

    Rudrajit Samanta;Thomas Funkhouser;Kai Li;Jaswinder Pal Singh

  • Parallel visualization algorithms: performance and architectural implications

    J. Pal Singh;A. Gupta;M. Levoy

  • Scaling parallel programs for multiprocessors: methodology and examples

    J.P. Singh;J.L. Hennessy;A. Gupta

  • The performance impact of flexibility in the Stanford FLASH multiprocessor

    Mark Heinrich;Jeffrey Kuskin;David Ofelt;John Heinlein

  • Load balancing for multi-projector rendering systems

    Rudrajit Samanta;Jiannan Zheng;Thomas Funkhouser;Kai Li

  • Method and Apparatus for Extraction

    Arvind Krishnamurthy;Jaswinder Pal Singh;Randolph Wang;Xiang Yu

  • Efficient event routing in content-based publish-subscribe service networks

    Unknown

  • The performance advantages of integrating block data transfer in cache-coherent multiprocessors

    Steven Cameron Woo;Jaswinder Pal Singh;John L. Hennessy

  • Working sets, cache sizes, and node granularity issues for large-scale multiprocessors

    Edward Rothberg;Jaswinder Pal Singh;Anoop Gupta

  • A parallel adaptive fast multipole method

    J. P. Singh;C. Holt;J. L. Hennessy;A. Gupta

Frequent Co-Authors

John L. Hennessy
John L. Hennessy Stanford University
Russ B. Altman
Russ B. Altman Stanford University
Liviu Iftode
Liviu Iftode Rutgers, The State University of New Jersey
Kai Li
Kai Li Princeton University
Arvind Krishnamurthy
Arvind Krishnamurthy University of Washington
Leonid Oliker
Leonid Oliker Lawrence Berkeley National Laboratory
Steven H. Kleinstein
Steven H. Kleinstein Yale University
Abhinav Gupta
Abhinav Gupta Carnegie Mellon University
Kunle Olukotun
Kunle Olukotun Stanford University

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