The University of Texas at Dallas
School of Behavioral and Brain Sciences
UTDallas BBS Hervé Abdi CV Classes Software Personal
Papers & Awards

I'm in a transition phase right now. If you would like a copy of one of these papers, please feel free to get in touch with me

Awards
2008:

  • NSF EAPSI Award: Went to Taiwan to study & do research at National Central University with Dr. Tak-Wai Chan (Chan's Circle)

Publications
2009:

  • ParaSOM: An Efficient Self-Organizing Map for Parallel Multidimensional Input Processing and Clustering (Accepted: ANNIE 2009)
  • NIPSOM: Parallel Architecture and Implementation of a Growing SOM (Accepted: The Computer Journal)
  • The Relationship Between Motivation and Student Achievement: A Case Study in a SimCalc Classroom [link] (Accepted: PMENA 2009)
  • The Use of TurSOM for Color Image Segmentation (Accepted: SMC 2009)
  • Evaluating miRNA Expression Integrity in FFPE Samples with qRT-PCR by Using Patient-matched Formalin-fixed and Fresh-frozen Tissues from Renal Cell Carcinoma (RCC) Patients (Poster/Abstract) (Accepted: NEAUA 2009)
  • Assessing the Potential of the Htert Cell Line as a Model of Normal Bladder Urothelium via Analysis of miRNA Expression (Poster/Abstract) (Accepted: NEAUA 2009)
  • MicroRNA Profiling Can Distinguish Normal From Neoplastic Urothelium (Poster/Abstract) (Accepted: NEAUA 2009)
  • What Happens When the Research Ends? Factors Related to the Sustainability of a Research-based Initiative SRI Technical Report (Draft)
  • Democratizing Access to Core Mathematics Across Grades 9-12: A Longitudinal Study (Poster/Abstract) (Accepted: UMassD Sigma Xi 2009)
  • SOM's for Machine Learning (book chapter - proposal accepted:   Machine Learning)
  • Color Objects Recognition with TurSOM (Poster/Abstract)(Accepted: ICCNS 2009)
  • TurSOM: A Turing Inspired Self-Organizing Map (Accepted: IJCNN 2009)
  • Growing Mechanisms and Cluster Identification with TurSOM (Accepted: IJCNN 2009)

2008:
  • Identification of Patterns via Region-Growing Parallel SOM Neural Network (ICMLA 2008)
  • Role of Initialization in SOM Networks - Study of Self-Similar Curve Topologies (ANNIE 2008) Awarded Best Paper
  • Hilbert Curve Initialization for Faster & Optimal Convergence of Self-Organizing Maps (Submitted for review)
  • A comparative analysis quality & convergence measure for Self-Organizing Systems (Submitted for review)
2007:
  • RADDACL: A Recursive Algorithm for Clustering and Density Discovery of Non-linearly Separable Data (IJCNN 2007)

2006:
  • A Convergence and Optimization Study of Growing Parallel SOM through a Genetic Algorithm (DASC 2006)
  • Constructing an Architecture for an Interactive Education Database - Issues of Design and Implementation (IADIS Web Applications and Research 2006)

2005:
  • Alzheimer's Detection Using Neural Network Techniques and Enhanced EEG Measurements (IASTED Circuits, Signals, and Systems 2005)
  • Alzheimer's Detection with EEG and ICA (Poster/Abstract) (UMassD Sigma Xi 2005)

Derek Beaton
Background Education Publications Work Courses Conferences