Kosuke Imamura, Assistant Professor, Department of Computer Science, Eastern Washington University
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1 CURRICULUM VITAE Kosuke Imamura, Assistant Professor, Department of Computer Science, Eastern Washington University EDUCATION: PhD Computer Science, University of Idaho, December PhD Dissertation title: N-version Genetic Programming: A Probabilistically Optimal Ensemble (Research on accuracy enhancement for artificial learning algorithms) MS Computer Science, Western Washington University, WA NFS funded VLSI project: 16 bit Micro Controller Design Project - Master's Thesis: Discrete Optimization - Molten Aluminum Tapping Order (Application of randomized algorithms to a combinatorial scheduling problem) BS Computer Science, Minor Mathematics, Christopher Newport College, VA 1984 Research Assistant, Computer Science, University of Idaho, Moscow ID, ( ) - Responsible for developing fault tolerant computing with Genetic Programming and its application to a DNA sequence classification problem. - Responsible for modifying Linux Operating System to monitor kernel calls for intrusion detection. POST DOCTORAL: Computer Scientist, Molecular Kinetics, Inc., Pulman, WA (12/2002-8/2003) Responsible for protein solubility prediction algorithms development - Developed Neural Networks K-nearest-neighbor hybrid ensemble classifier system to predict protein solubility PUBLICATIONS: Development of an easy-to-use Concurrent Programming Language for a New Educational Paradigm in Computer Science, Kosuke Imamura, Carol Taylor, The International Workshop on Infrastructure Assurance (iwia2010), 2010 Protecting Anonymity A Study on TOR Traffic Analysis Attack, Ronnie Hoeflin, Carol Taylor, Kosuke Imamura, International Federation for Information Processing, Trust Management (IFIPTM 2010), 2010 Knowledge Engineering and Embedded Systems Software:Educational Challenges, Kosuke Imamura, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol.11 No.7. pp , 2007
2 An undergraduate embedded software systems course for computer science students, Kosuke Imamura, Joint 3nd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on Advanced Intelligent Systems, September 20-24, 2006 Digital Logic Design for Computer Science Students, Kosuke Imamura, Journal of Computing Sciences in Colleges Volume 21, Issue 1 (October 2005) pp , 2005 Assembly Language is More Than a Teaching Tool, Kosuke Imamura, Journal of Computing Sciences in Colleges, Volume 20, Issue 2 (December 2004) pp , 2004 A Probabilistically Optimal Ensemble Technique for Training Based Classifiers, Kosuke Imamura, Kris Smith Joint 2nd International Conference on Soft Computing and Intelligent Systems and 5th International Symposium on Advanced Intelligent Systems, September 21-24, 2004 Potential Application of Training Based Computation to Intrusion Detection, Imamura, Kosuke; Smith, Kris: International Joint Conference on Neural Networks and IEEE International Conference on Fuzzy Systems, 2004 Behavioral Diversity and a Probabilistically Optimal GP Ensemble Imamura, Kosuke; Soule, Terence; Heckendorn, Robert B.; Foster, James A.: Genetic Programming and Evolvable Machines Vol 4, No. 3, 2003 "Abstention Reduces Errors - Decision Abstaining N-version Genetic Programming", Imamura, Kosuke:, Heckendorn, Robert B.; Soule, Terence; Foster, James A., 6th Annual Genetic Programming Conference and the International Conference on Genetic Algorithms 2002 "N-version Genetic Programming via Fault Masking", Imamura, Kosuke:, Heckendorn, Robert B.; Soule, Terence; Foster, James A., 5th European Conference on Genetic Programming 2002 "Fault-Tolerant Evolvable Hardware through N-Version Genetic Programming", Imamura, Kosuke; Foster, James A., 5th World Multi-Conference on Systemics, Cybernetics and Informatics 2001 "Fault-Tolerant Computing with N-Version Genetic Programming", Imamura, Kosuke; Foster, James A., 5th Annual Genetic Programming Conference and the International Conference on Genetic Algorithms 2001 "The test vector problem and limitations to evolving digital circuits", Imamura Kosuke; Foster, James A.; Krings, Axel W.; The Second NASA/DoD Workshop on Evolvable Hardware, IEEE Comput, 2000 PRESENTATIONS:
3 Network Database System for social work agencies, at Faculty Serving Washington, Olympia, WA, January, 2008 Can Lego robotics really boost interest in Computer Science?, Carol Taylor, Kosuke Imamura, The 38th ACM Technical Symposium on Computer Science Education, 2007 REVIEWER: - The 2007 International Joint Conference on Neural Networks (IJCNN), IEEE International Joint Conference on Neural Networks IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 3/ IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 9/ International Journal of Uncertainty, Fuzziness and Knowledge Based Systems, IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, The 8th Annual Genetic Programming Conference and the International Conference on Genetic Algorithms, 2001 The member of GECCO Program committee FELLOW: Fosseen-Kusaka Distinguished Professorship Fellow, 2008 CITED PUPLICATIONS: (from Google Scholar 10/28/2010) Behavioral Diversity and a Probabilistically Optimal GP Ensemble by 20 The test vector problem and limitations to evolving digital circuits by 18 Fault Tolerant Computing with N-Version Genetic Programming by 11 N-Version Genetic Programming via Fault Masking by 8 Abstention Reduces Errors-Decision Abstaining N-version Genetic Programming by 4 Probabilistically Optimal Ensemble Technique for Training Based Classifiers by 4 Fault Tolerant Evolvable Hardware Through N-Version Genetic Programming by 3 Assembly language is more than a teaching tool by 3 N-version genetic programming: a probabilistically optimal ensemble approach by 2 SERVICE University: Academic Integrity Arbitrator
4 Department: Equipment Committee, chair CNCACS Committee, member Student community: Advisor to EWU Kendo club Residence Hall House Call Program volunteer GRANT EWU Teaching & Learning Center Faculty Project Grant, $4,100, July 2006 EWU Foundation, Robotics Kits in CSCD471, $850, October EWU Teaching & Learning Center Faculty Project Grant, $1,000, July 2008 PROFESSIONAL EXPERIENCE: Research and Development Software Engineer, Tally Printer Co., Kent, WA ( ) Responsible for high-speed industrial printer firmware development - Developed Tally's exclusive Read/Right (trade mark) bar code algorithm. - Developed data serialization algorithm for concurrent processes - Developed graphics library and Application Interface - Developed Manufacturing Robot Control Systems - Implemented Printer Engine Control processor/main processor synchronization - Implemented Printer Emulation software Software Engineer, Voice Computer, Inc., Redmond, WA ( ) Responsible for firmware and application software development - Developed Host software for a Digital Signal Processing board - Developed a natural language translation program (Japanese and English) - Developed and implemented protocols for radio frequency communication Software Engineer, SpaceLabs Medical, Redmond, WA ( ) Responsible for medical patient cardiac/respiratory monitoring system firmware development - Implemented Main processor/graphics co-processor communication synchronization - Implemented network communication interface and developed data buffering algorithm - Performed CPU utilization analysis - Developed Multi-channel Graphics Display Manager Software Engineer, BBN Systems Technology, Bellevue, WA ( ) Responsible for real-time visual simulation of land/air vehicle simulators development - Developed automatic terrain generation and contour map drawing algorithms - Developed helmet-mount virtual reality display subsystem
5 - Developed graphics data-path tracking algorithm for multiple-viewports - Performed graphics processor simulation and off-line emulation - Developed load-and-go compiler for a realtime graphics display language - Developed bootstrap/os loader, and operating systems routines TEACHING EXPERIENCE: Eastern Washington University, Assistant Professor (2003-current) - Computer Architecture - Network Programming - Concurrent/Realtime Systems - Digital System Design University of Idaho, Teaching Assistant ( ) - Computer Organization (CPU, memory hierarchy, cache, virtual memory, performance models, bus, peripherals, MIPS assembly programming) - Computer Architecture (RISC architecture, pipeline paths, out of order execution, precise interrupt, memory hierarchy and performance, case study on AMD K-6, bitslice CPU design and simulation with Verilog/VHDL) Seattle University, Adjunct Lecturer (1996) - Computer Organization (same as the above computer organization course) University of Washington, Extension Instructor ( ) - Microprocessor Systems Programming (hardware interface programming, high level language support, serial communications, interrupt service routines, timer-driven round-robin task-swapping implementation) Western Washington University, Teaching Assistant ( ) - Introductory Computer Science Courses Washington Community Colleges, Part-time Instructor ( ) - Introductory Computer Courses and Mathematics
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