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D-Index & Metrics

Computer Science

D-Index
38
Citations
7603
World Ranking
10098
National Ranking
4260

Research.com Recognitions

  • 2008 - ACM Senior Member

Overview

Lawrence B. Holder is affiliated with Washington State University in the United States and conducts research primarily in the field of computer science. Their work intersects various subfields, including artificial intelligence, molecular biology, signal processing, computer vision and pattern recognition, and biomedical engineering.

Holder has contributed notably to research topics such as anomaly detection techniques and applications, data stream mining techniques, time series analysis and forecasting, epigenetics and DNA methylation, reinforcement learning in robotics, dementia and cognitive impairment research, and fault detection and control systems.

Frequent collaborators in Holder's research include Christopher Pereyda, Michael K. Skinner, Terrance E. Boult, Pegah Mavaie, and Colin Greeley.

Holder's recent papers showcase interdisciplinary approaches spanning computational methods and biological applications. Selected recent publications are:

  • "Hybrid deep learning approach to improve classification of low-volume high-dimensional data" (2023), published in BMC Bioinformatics
  • "Towards a Unifying Framework for Formal Theories of Novelty" (2021), published in Proceedings of the AAAI Conference on Artificial Intelligence
  • "Multiple generation distinct toxicant exposures induce epigenetic transgenerational inheritance of enhanced pathology and obesity" (2023), published in Current Zoology
  • "Scalable deep learning artificial intelligence histopathology slide analysis and validation" (2024), published in Scientific Reports
  • "Multimodal Fusion of Smart Home and Text-based Behavior Markers for Clinical Assessment Prediction" (2022), published in ACM Transactions on Computing for Healthcare

The venues frequently featuring their work include arXiv (Cornell University), BMC Bioinformatics, Current Zoology, Proceedings of the AAAI Conference on Artificial Intelligence, and Scientific Reports.

Lawrence B. Holder was recognized as an ACM Senior Member in 2008, reflecting standing within the computing community.

Best Publications

  • Substructure discovery using minimum description length and background knowledge

    Diane J. Cook;Lawrence B. Holder

  • Mining Graph Data

    Diane J. Cook;Lawrence B. Holder

  • Discovering Activities to Recognize and Track in a Smart Environment

    P Rashidi;D J Cook;L B Holder;M Schmitter-Edgecombe

  • Graph-based data mining

    D.J. Cook;L.B. Holder

  • Substructure discovery in the SUBDUE system

    Lawrence B. Holder;Diane J. Cook;Surnjani Djoko

  • Mining Graph Data: Cook/Mining Graph Data

    Diane J. Cook;Lawrence B. Holder

  • Discovering Structural Anomalies in Graph-Based Data

    William Eberle;Lawrence Holder

  • Graph-based hierarchical conceptual clustering

    Istvan Jonyer;Diane J. Cook;Lawrence B. Holder

  • Insider Threat Detection Using a Graph-Based Approach

    William Eberle;Jeffrey Graves;Lawrence Holder

  • Managing Adaptive Versatile Environments

    G.M. Youngblood;L.B. Holder;D.J. Cook

  • Anomaly detection in data represented as graphs

    William Eberle;Lawrence Holder

  • Subdue: compression-based frequent pattern discovery in graph data

    Nikhil S. Ketkar;Lawrence B. Holder;Diane J. Cook

  • Machine learning for epigenetics and future medical applications

    Lawrence B. Holder;M. Muksitul Haque;Michael K. Skinner

  • Decision-theoretic cooperative sensor planning

    D.J. Cook;P. Gmytrasiewicz;L.B. Holder

  • MDL-BASED CONTEXT-FREE GRAPH GRAMMAR INDUCTION AND APPLICATIONS

    Istvan Jonyer;Lawrence B. Holder;Diane J. Cook

  • Conditional random fields for activity recognition in smart environments

    Ehsan Nazerfard;Barnan Das;Lawrence B. Holder;Diane J. Cook

  • Automation intelligence for the smart environment

    G. Michael Youngblood;Edwin O. Heierman;Lawrence B. Holder;Diane J. Cook

  • Graph-Based Data Mining.

    Lawrence B. Holder

  • Approaches to Parallel Graph-Based Knowledge Discovery

    Diane J. Cook;Lawrence B. Holder;Gehad Galal;Ron Maglothin

  • Insider Threat Detection Using Graph-Based Approaches

    William Eberle;Lawrence Holder

  • A Selectivity based approach to Continuous Pattern Detection in Streaming Graphs

    Sutanay Choudhury;Lawrence B. Holder;George Chin;Khushbu Agarwal

  • Advanced Methods for Knowledge Discovery from Complex Data

    Sanghamitra Bandyopadhyay;Ujjwal Maulik;Lawrence B. Holder;Diane Cook

  • GRAPH-BASED HIERARCHICAL CONCEPTUAL CLUSTERING

    Istvan Jonyer;Lawrence B. Holder;Diane J. Cook

Frequent Co-Authors

Diane J. Cook
Diane J. Cook Washington State University
Maureen Schmitter-Edgecombe
Maureen Schmitter-Edgecombe Washington State University
Michael K. Skinner
Michael K. Skinner Washington State University
Indrajit Ray
Indrajit Ray Colorado State University
Ujjwal Maulik
Ujjwal Maulik Jadavpur University
Tina Eliassi-Rad
Tina Eliassi-Rad Northeastern University
Horst Bunke
Horst Bunke University of Bern
Nitesh V. Chawla
Nitesh V. Chawla University of Notre Dame
Walter J. Scheirer
Walter J. Scheirer University of Notre Dame
Albert Bifet
Albert Bifet University of Waikato

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