Sidespin Group

Sidespin Group

Istvan Jonyer

San Francisco, CA 94123

About the Expert

Dr. Istvan Jonyer MBA is a scientist, academic, engineer, educator, investor, and serial entrepreneur with over a decade of research, development, and management experience. He served as Assistant Professor of Computer Science at OSU, was a software engineer at Nortel Networks, and headed up partnerships for Google TV at Google. Holds a PhD in machine learning.

Areas of Expertise

Artificial Intelligence / Machine Learning (AI/ML)
Communications - Telecommunications
Computer Evidence Discovery
Computers
Digital multimedia
Enterprise Valuation
High-Performance Computing
Intellectual Property
Internet
Internet of Things
Patents & Trademarks
Software

Expert's Profile

Scientist, academic, engineer, educator, investor, and serial entrepreneur with over a decade of research, development, and management experience. I served as Assistant Professor of Computer Science at OSU, was a software engineer at Nortel Networks, headed up partnerships for Google TV at Google, and have been a venture capitalist with three different funds.

My clients rely on my expertise in the following technologies:
- Machine Learning (ML), Artificial Intelligence (AI), Neural networks (NN), Deep learning (DL, DNN), Graph-based data mining, Social network analysis
- Autonomous vehicles, simulation, location technologies (GPS, SLAM, vSLAM, WiFi), sensors (Lidar, Radar, IR, SWIR, sonar)
- Virtual Reality (VR), Augmented Reality (AR, XR), HMDs, optical subsystems, eye tracking, gesture recognition, remote rendering
- Telecommunications, 3G, CDMA, mobile computing, Android apps
- Digital multimedia, Video streaming, Smart TV, Google TV, Chromecast
- Internet of things (IoT), Connected home, Smart home, connected vehicles, industrial IoT, predictive maintenance
- High performance computing (HPC), Parallel and distributed computing, MPI, Multi-threading, POSIX threads, Windows multi-threading, cluster computing
- Internet and Web technologies, LAMP stack, AWS
Software development: C/C++, Java, Javascript, Ruby/Rails, Assembly, Python, HTML, CSS, AJAX, XML
- Environments: Visual Studio, .NET, Ruby Mine, PyCharm, Eclipse.
- Databases: MySQL, Postgres, RDBMS, SQL, Microsoft SQL Server, Elastic Search, Oracle
- Operating systems and servers: Linux, Android, Windows, VxWorks, UNIX, Google TV
- Networking and protocols: TCP/IP, HTTP, IMAP/POP/SMTP, DNS, GSM/CDMA/LTE, Wifi/802.11, telnet

I consult on
- Intellectual property disputes, such as patent infringement and invalidity
- Software development disputes, such as breach of contract
- Software design validation, source code review
- Investor and venture capital disputes
- Enterprise valuation

Personal Achievements

Education

  • Ph.D., Machine Learning, The University of Texas at Arlington
  • MBA, Tepper School of Business, Carnegie Mellon University
  • M.S., Computer Science and Engineering, The University of Texas at Arlington
  • B.S., Computer Science and Engineering, The University of Texas at Arlington

Publications

  • Editor
  • Special issue on FLAIRS 2007: Machine learning, data mining and neural networks June 2008, International Journal of Artificial Intelligence Tools, 17(3). Guest editors: Zdravko Markov, Lawrence Holder, Istvan Jonyer, David Bisant
  • Hybrid Neurocomputing: Selected Papers from the 2nd International Conference on Hybrid Intelligent Systems (HIS 2002). Neurocomputing, Volume 61, October, 2004. Edited by A. Abraham, I. Jonyer, E.I. Barakova, R. Jain, and L. Jain
  • Book Chapters
  • I. Jonyer, "Graph Grammar Learning" in Mining Graph Data. L.B. Holder & D.J. Cook (editors). Wiley and Sons, 2006.
  • L.B. Holder, D.J. Cook, J. Gonzalez, and I. Jonyer, "Structural Pattern Recognition in Graphs," D. Chen and X. Cheng (Editors) Pattern Recognition and String Matching, Kluwer Academic Publishers, 2002.
  • Journal Articles
  • I.J. Khor, J. Thomas, and I. Jonyer, "Sliding Window Protocol for Secure Group Communication in Ad-Hoc Networks". Journal of Universal Computer Science, Vol.11, No.1, pages 37-55. 2005.
  • I. Jonyer, L.B. Holder, and D.J. Cook "MDL-Based Context-Free Graph Grammar Induction and Applications". International Journal of Artificial Intelligence Tools, Volume 13, No. 1 pages 65-79, 2004.
  • D.J. Cook, L.B. Holder, S. Su, R. Maglothin, and I. Jonyer, "Structural Mining of Molecular Biology Data," IEEE Engineering in Medicine and Biology, Special Issue on Advances in Genomics, Volume 20, Number 4, pages 67-74, 2001.
  • I. Jonyer, L.B. Holder, and D.J. Cook, "Graph-Based Hierarchical Conceptual Clustering," Journal of Machine Learning Research, Volume 2, pages 19-43, 2001.
  • I. Jonyer, L.B. Holder, and D.J. Cook, "Graph-Based Hierarchical Conceptual Clustering," International Journal of Artificial Intelligence Tools, Volume 10, Number 1-2, pages 107-135, 2001.
  • Conference Articles
  • M. Solano and I. Jonyer, "Performance Analysis of Evolutionary Search with a Dynamic Restart Policy," Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, May 7-9, 2007, Key West, Florida, USA.
  • M. Solano, I. Jonyer, "Towards an optimal restart strategy for genetic programming." Proceedings of the Genetic and Evolutionary Computation Conference, July 7-11, 2007. London, England, UK.
  • I. Jonyer and A. Kikuchi, "Improving Modularity in Genetic Programming using Graph Based Data Mining," Proceedings of the Nineteenth Annual Florida Artificial Intelligence Research Society, May 2006.
  • M. Cai, I. Jonyer, and M. Paprzycki, "Improving Parallelism in Structural Data Mining" Proceedings of the Sixth International Conference On Parallel Processing And Applied Mathematics, 2005.
  • I. Jonyer, P. Apiratikul, and J. Thomas, "Source Code Fingerprinting Using Graph Grammar Induction," Proceedings of the Eighteenth Annual Florida Artificial Intelligence Research Society, May 2005.
  • J. Khor, J. Thomas, and I. Jonyer, "Sliding Window Protocol for Group Communication in Ad-Hoc Networks," Proceedings of the Hawaii International Conference on System Sciences, January, 2005.
  • I. Jonyer, L. B. Holder, and D. J. Cook, "Attribute-Value Selection Based on the Minimum Description Length," Proceedings of the International Conference on Artificial Intelligence, 2004.
  • A. Gilbert, J. Thomas, and I. Jonyer, "Modeling Work Flow in Hierarchically Clustered Distributed Systems", Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2004, Volume 3.
  • J. Thomas, T. Alam, and I. Jonyer, "Reducing Latency in Ad Hoc Networks by Pre-Fetching," Proceedings of the International Conference on Pervasive Computing and Communications, 2004.
  • I. Jonyer, L.B. Holder, and D.J. Cook, "MDL-Based Context-Free Graph Grammar Induction," Proceedings of the Sixteenth Annual Florida Artificial Intelligence Research Society, 2003. Best Paper Award, Second Place.
  • I. Jonyer, L.B. Holder, and D.J. Cook, "Concept Formation Using Graph Grammars," Proceedings of the Knowledge Discovery in Databases Workshop on Multi-Relational Data Mining, pages 71-79, 2002.
  • J. Gonzalez, I. Jonyer, L.B. Holder, and D.J. Cook, "Efficient Mining of Graph-Based Data," Proceedings of the American Association for Artificial Intelligence Workshop on Learning Statistical Models from Relational Data, pages 21-28, 2000.
  • I. Jonyer, L. B. Holder, and D. J. Cook, "Graph-Based Hierarchical Conceptual Clustering in Structural Databases," Proceedings of the 7th Conference on Artificial Intelligence and of the 12th Conference on Innovative Applications of Artificial Intelligence, page 1073, 2000.
  • I. Jonyer, L. B. Holder, and D. J. Cook, "Graph-Based Hierarchical Conceptual Clustering," Proceedings of the Thirteenth Annual Florida Artificial Intelligence Research Society, pages 91-95, 2000.
  • I. Jonyer, "Context-Free Graph Grammar Induction Using the Minimum Description Length Principle" Doctoral Dissertation. The University of Texas at Arlington. L.B. Holder, advisor. August, 2003.
  • I. Jonyer, "Hierarchical Conceptual Clustering Using a Graph-Based Knowledge Discovery System" Master's Thesis. The University of Texas at Arlington. L.B. Holder, advisor. May, 2000.
  • I. Jonyer, "Study of a Conversational Artificial Intelligence System" Undergraduate Honors Thesis. The University of Texas at Arlington. L.B. Holder, advisor. May, 1999.
  • Editorials
  • FLAIRS 2007: Machine learning, data mining and neural networks - Preface International Journal of Artificial Intelligence Tools, Volume 17(3), pages 411-414. June 2008. Z. Markov, L.B. Holder, I. Jonyer, and D. Bisant
  • Special issue on hybrid neurocomputing - Preface Neurocomputing. Volume 61, pages 1-3, October, 2004. A. Abraham, E. I. Barakova, R. Jain, I. Jonyer, and L. Jain
  • Technical Reports
  • I. Jonyer, J. Kukluk, I. Blader, M. Cai, L. Holder, D. Cook, and I. Blader, "Learning Motifs in Biological Structures Using Node Replacement Graph Grammars," Technical Report, Oklahoma State University, 2007.
  • I. Jonyer and N. Samuel "Software Similarity Detection Using Grammatical Fingerprints," Technical Report, Oklahoma State University, 2006.
  • I. Jonyer and M. Solano, "Towards a Globally Optimal Restart Policy for Evolutionary Search," Technical Report, Oklahoma State University, 2006.
  • Expert Reviewer of Grant Applications and Scientific Publications
  • National Science Foundation, Multiple programs. 2005 - 2007.
  • IEEE Transactions on Knowledge and Data Engineering, 2007.
  • ACM Symposium on Applied Computing, 2007.
  • International Conference on Machine Learning and Applications, 2006.
  • IEEE International Conference on Computer and Information Technology, 2006.
  • First International Workshop on Semantic Web Applications, 2006.
  • International Journal on Artificial Intelligence Tools, 2006, 2007.
  • National Science Foundation, Biology directorate, 2005.
  • Machine Learning Journal, 2005.
  • European Conference on Genetic Programming, 2005.
  • The Florida Artificial Intelligence Research Society Conference, 2002-2007.
  • Americas Conference on Information Systems, 2005.
  • International Conference on Information Technology: Coding and Computing, 2004.
  • Journal of Information and Knowledge Management, 2004.
  • Special Issue of International Journal of Pattern Recognition and Artificial Intelligence, 2003.
  • Pattern Recognition and String Matching. Dechang Chen and Xiuzhen Cheng editors. Kluwer Publishing, 2002.
  • Organizer
  • I. Jonyer, P. Dupont, T. Oates, and M. Sebban. Workshop on Challenges and Applications of Grammar Induction, in conjunction with the International Conference on Machine Learning, Corvallis, Oregon, June 20-24, 2007.
  • I. Jonyer, D. Bisant. Data Mining Special Track, 21st International Florida Artificial Intelligence Research Society Conference, May 15-17, 2008, Coconut Grove, Florida, USA.
  • I. Jonyer, D. Bisant. Data Mining Special Track, 20th International Florida Artificial Intelligence Research Society Conference, May 7-9, 2007, Key West, Florida, USA.
  • Research Grants
  • R. Marshment and I. Jonyer principal investigators: Data Mining the National Transit Database. Grant by the Federal Transit Administration, United States Department of Transportation. 2005 - 2008.
  • I. Jonyer principal investigator: Analyzing MicroArray Gene Expression Data Using Graph Grammar Induction. Grant by the National Science Foundation EPSCoR program and the Oklahoma State Regents for Higher Education. 2005.
  • I. Jonyer principal investigator: Detecting Collusion and Plagiarism in Programming Assignments in Computer Science and MSIS. College of Arts and Sciences, Oklahoma State University, Dean's Incentive Grant. 2005.
  • I. Jonyer principal investigator: Automated Synthesis of Quantum Dot Cellular Automaton Circuits. College of Arts and Sciences, Oklahoma State University, Dean's Incentive Grant. 2004.

Listed in the Following States

Sidespin Group is listed with ExpertPages in the following jurisdictions: All US Regions and States, Canada (all Provinces).