Stochastic Modeling/Machine Learning Publications of Kenneth Paul Baclawski
- K. Baclawski, M. Cerasoli and G.-C. Rota. Introduction to Probability and Random Processes. Unione Matematica Italiana. Published in Italy under the title: Introduzione alla Probabilità. (1984)
- K. Baclawski. An algorithm for generating random accesses. Northeastern University, College of Computer Science. (1988)
- K. Baclawski. A stochastic model of data access and communication. Advan. in Applied Math. 10:175-200. (1989)
- K. Baclawski, S. Contractor and R. Wilmot. File access patterns: self-similarity and time evolution. Northeastern University, College of Computer Science. (1989)
- K. Baclawski. An algorithm for generating random accesses. Northeastern University, College of Computer Science. Version 4.5. (1990)
- K. Baclawski. An algorithm for generating random accesses. Northeastern University, College of Computer Science. Version 4.6. (1992)
- K. Baclawski. TPET: A TP systems emulation tool. Northeastern University, College of Computer Science. (1992)
- J. Gray, P. Sundaresan, S. Englert, K. Baclawski and P. Weinberger. Algorithms for quickly generating very large synthetic databases. Digital Equipment Corporation. (1993)
- K. Alexander, K. Baclawski and G.-C. Rota. A stochastic interpretation of the Riemann Zeta function. Proc. Nat. Acad. Sci. 90:697-699. (January, 1993) [pdf]
- K. Baclawski and J.E. Smith. KEYNET: Fast indexing for semantically rich information retrieval. Northeastern University, College of Computer Science. (1994) [pdf]
- J. Gray, P. Sundaresan, S. Englert, K. Baclawski and P. Weinberger. Quickly generating billion record synthetic databases.
In Proc. ACM SIGMOD Conference, pages 243-252. (1994) [pdf]
- K. Baclawski. Distributed Computer Database System and Method. United States Patent and Trademark Office. United States Patent No. 5,694,593. Assigned to Northeastern University, Boston. (December 7, 1997) [pdf]
- K. Baclawski. Distributed computer database system and method employing intelligent agents. United States Patent and Trademark Office. United States Patent No. 6,192,364. Assigned to Jarg Corporation, Waltham. (February 20, 2001) [pdf]
- K. Baclawski. Search system and method based on multiple ontologies. United States Patent and Trademark Office. United States Patent No. 6,424,973. Assigned to Jarg Corporation, Waltham, MA. (July 23, 2002) [pdf]
- K. Baclawski. Distributed computer database system and method for performing object search. United States Patent and Trademark Office. United States Patent No. 6,463,433. Assigned to Jarg Corporation, Waltham. (October 8, 2002) [pdf]
- K. Baclawski. Knowledge extraction system and method. United States Patent and Trademark Office. United States Patent No. 6,470,333. Assigned to Jarg Corporation, Waltham. (October 22, 2002) [pdf]
- K. Baclawski. Distributed computer database system and method employing hypertext linkage analysis. United States Patent and Trademark Office. United States Patent No. 6,505,191. Assigned to Jarg Corporation, Waltham. (January 7, 2003) [pdf]
- K. Baclawski. Distributed computer database system and method employing intelligent agents. United States Patent and Trademark Office. United States Patent No. 6,535,881. Assigned to Jarg Corporation, Waltham. (March 18, 2003) [pdf]
- K. Baclawski. Classification of information sources using graph structures. United States Patent and Trademark Office. United States Patent No. 6,598,043. Assigned to Jarg Corporation, Waltham. (July 22, 2003) [pdf]
- K. Baclawski. Bayesian network development.
In International Workshop on Software Methodologies, Tools and Techniques, pages 18-48. Keynote address. (September, 2004) [pdf] [ppt] [links]
- K. Baclawski. The Bayesian Web. The Harvard Medical School. (2004) [pdf]
- K. Baclawski. Classification of information sources using graphic structures. United States Patent and Trademark Office. United States Patent No. 6,772,148. Assigned to Jarg Corporation, Waltham. (August 3, 2004) [pdf]
- K. Baclawski. Knowledge extraction system and method. The United Kingdom Patent Office. Great Britain No. GB2368666. Assigned to Jarg Corporation, Waltham. (September 7, 2004) [pdf]
- K. Baclawski. Knowledge extraction system and method. The United Kingdom Patent Office. Great Britain No. GB2400473. Assigned to Jarg Corporation, Waltham. (November 2, 2004) [pdf]
- K. Baclawski and T. Niu. Ontologies for Bioinformatics. MIT Press, Cambridge, MA. (October, 2005)
- K. Baclawski. Probabilistic foundations of meta-analysis. Talk at the Harvard School of Public Health. (March 4, 2005) [pdf] [ppt]
- K. Baclawski. The Bayesian Web: Adding Reasoning with Uncertainty to the Semantic Web. Bio-IT Conference. (April 4, 2006) [pdf] [ppt] [links]
- K. Baclawski. Probability and the Web.
In Probability Panel. Ontolog Forum. Member of the Panel. (March 29, 2007) [pdf] [ppt] [links]
- K. Baclawski and T. Niu. Bioinformatics. Jaico Publishing, Mumbai, India. (2007)
- K. Baclawski. Introduction to Probability with R. CRC Press. (January 23, 2008)
- K. Baclawski. Sets, Events and Probability.
In Introduction to Probability with R. CRC Press. (January 23, 2008)
- K. Baclawski. Finite Processes.
In Introduction to Probability with R. CRC Press. (January 23, 2008)
- K. Baclawski. Conditional Probability.
In Introduction to Probability with R. CRC Press. (January 23, 2008)
- K. Baclawski. General Random Variables.
In Introduction to Probability with R. CRC Press. (January 23, 2008)
- K. Baclawski. The Poisson Process.
In Introduction to Probability with R. CRC Press. (January 23, 2008)
- K. Baclawski. Randomization and Compound Processes.
In Introduction to Probability with R. CRC Press. (January 23, 2008)
- K. Baclawski. Markov Chains.
In Introduction to Probability with R. CRC Press. (January 23, 2008)
- K. Baclawski. Solutions Manual for Introduction to Probability with R. CRC Press. (June, 2008)
- K. Baclawski. Situation Awareness and Decision Making. Ontology Summit 2015. (February 12, 2015) [pdf]
- K. Baclawski. Applications of Self-Awareness, Situation Awareness and Feedback Control. College of Computer and Information Science, Northeastern University. Invited presentation. (May 19, 2015) [pdf]
- K. Baclawski, E.S. Chan, D. Gawlick, A. Ghoneimy, K. Gross, Z.H. Liu and X. Zhang. Framework for Ontology-Driven Decision Making. Applied Ontology 12(3-4):245-273. IOS Press, The Netherlands. (2017) [pdf]
- K. Baclawski, K. Gross, E.S. Chan, D. Gawlick, A. Ghoneimy and Z.H. Liu. Self-Adaptive Dynamic Decision Making Processes.
In IEEE Conference on Cognitive and Computational Aspects of Situation Management. (2017) [pdf]
- K. Gross, K. Baclawski, E.S. Chan, D. Gawlick, A. Ghoneimy and Z.H. Liu. A Supervisory Control Loop with Prognostics for Human-in-the-Loop Decision Support and Control Applications.
In IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA 2017). (2017) [pdf]
- K. Baclawski. Toward Combining Ontologies and Machine Learning for Improving Decision Making.
In Ontology Summit 2017: AI, Learning, Reasoning, and Ontologies. (March 15, 2017) [pdf] [links]
- K. Baclawski. The observer effect.
In IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA 2018). https://doi.org/10.1109/COGSIMA.2018.8423983. (June 11-14, 2018) [pdf]
- K. Baclawski. A probabilistic time reversal theorem.
In IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA 2018). https://doi.org/10.1109/COGSIMA.2018.8423972. (June 11-14, 2018) [pdf]
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General List of Publications
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