Evidence Sets

This page contains Resources on the Evidence Set structures, their associated uncertainty measures, and applications to modeling Cognitive Categories, as a mechanism for Adaptive Recommendation Systems, and Decision Making Evaluation.

Evidence Sets and Their Operations
Evidence Sets and Uncertainty Measures
Applications of Evidence Sets

Evidence Sets and their Operations

Rocha, L.M. [2003]. "Automatic Conversation Driven by Uncertainty Reduction and Combination of Evidence for Recommendation Agents". In: Systematic Organization of Information in Fuzzy Systems. NATO Science Series. P. Melo-Pinto, H.N. Teodorescu and T. Fukuda (Eds.) IOS Press, pp 249-265.
Rocha, Luis M. [2002]. "Combination of Evidence in Recommendation Systems Characterized by Distance Functions". In: Proceedings of the 2002 World Congress on Computational Intelligence: FUZZ-IEEE'02. Honolulu, Hawaii, May 2002. IEEE Press, pp. 203-208. LAUR 02-154.
Rocha, Luis M. [2001]. "TalkMine: a Soft Computing Approach to Adaptive Knowledge Recommendation". In: Soft Computing Agents: New Trends for Designing Autonomous Systems. Vincenzo Loia and Salvatore Sessa (Eds.). Series on Studies in Fuzziness and Soft Computing. Physica-Verlag, Springer. In Press
Rocha, Luis M. [1999]." Evidence Sets: Modeling Subjective Categories." In: International Journal of General Systems. Vol. 27, pp. 457-494.
Rocha, Luis M. [1997]." Evidence Sets: Contextual Categories " In: Proceedings of the meeting on Control Mechanisms for Complex Systems, Physical Science Laboratory, New Mexico State University, Las Cruces, New Mexico, January 1997. M. Coombs (ed.). NMSU Press, pp. 339-357.
Rocha, Luis M. [1997]." Evidence Sets and Contextual Genetic Algorithms: Exploring Uncertainty, Context, and Embodiment in Cognitive and Biological Systems. PhD Dissertation. State University of New Yor at Binghamton.
Rocha, Luis M. [1995]." Interval Based Evidence Sets ." In: Proceedings of the ISUMA-NAFIPS'95. B. Ayyub (Ed.). IEEE Press. pp.624-629.
Rocha, Luis M. [1994]." Cognitive Categorization revisited: extending interval valued fuzzy sets as simulation tools for concept combination ." In: Procedings of the 1994 International Conference of NAFIPS/IFIS/NASA. IEEE Press. pp 400-404.

Evidence Sets and Uncertainty Measures

Joslyn, Cliff and Luis Rocha [1998] "Towards a Formal Taxonomy of Hybrid Uncertainty Representations" (pdf). Information Sciences. Vol. 110, pp. 255-277.
Rocha, Luis M. [1997]." Relative Uncertainty and Evidence Sets: A Constructivist Framework." In: International Journal of General Systems. Vol. 26 (1-2), pp. 35-61.
Rocha, Luis M., V. Kreinovich, and R. Kearfott[1996]." Computing Uncertainty in Interval Based Sets." In: Applications of Interval Computation. R.B. Kearfott and V. Kreinovich (Eds.). Kluwer Academic Press. pp. 337-380.
Rocha, Luis M. [1996]." Relative Uncertainty: Measuring Uncertainty in Discrete and Nondiscrete Domains. " In: Proceedings of the NAFIPS'96. Michael Smith et al (Eds.) U.C. Berkeley. IEEE Press, pp. 551-555.

Applications of Evidence Sets

Rocha, L.M. [2003]. "Automatic Conversation Driven by Uncertainty Reduction and Combination of Evidence for Recommendation Agents ". In: Systematic Organization of Information in Fuzzy Systems. NATO Science Series. P. Melo-Pinto, H.N. Teodorescu and T. Fukuda (Eds.) IOS Press, pp 249-265.
Rocha, Luis M. [2002]. "Semi-metric Behavior in Document Networks and its Application to Recommendation Systems". In: Soft Computing Agents: A New Perspective for Dynamic Information Systems. V. Loia (Ed.) International Series Frontiers in Artificial Intelligence and Applications. IOS Press. In Press. LAUR 02-3316.
Rocha, Luis M. [2002]. "Combination of Evidence in Recommendation Systems Characterized by Distance Functions". In: Proceedings of the 2002 World Congress on Computational Intelligence: FUZZ-IEEE'02. Honolulu, Hawaii, May 2002. IEEE Press, pp. 203-208. LAUR 02-154.
Rocha, Luis M. [2001]. "TalkMine: a Soft Computing Approach to Adaptive Knowledge Recommendation". In: Soft Computing Agents: New Trends for Designing Autonomous Systems. Vincenzo Loia and Salvatore Sessa (Eds.). Series on Studies in Fuzziness and Soft Computing. Physica-Verlag, Springer. In Press
Rocha, Luis M. [2001]. "Adaptive recommendation and open-ended semiosis". Kybernetes. Vol. 30, No. 5-6.
Rocha, Luis M. [1999]." Evidence Sets: Modeling Subjective Categories." In: International Journal of General Systems. Vol. 27, pp. 457-494.
Rocha, Luis M. [1998]." Evidence Sets and Contextual Genetic Algorithms: Exploring Uncertainty, Context, and Embodiment in Cognitive and Biological Systems. PhD Dissertation. State University of New Yor at Binghamton.
Rocha, Luis M., V. Kreinovich, and R. Kearfott[1996]." Computing Uncertainty in Interval Based Sets." In: Applications of Interval Computation. R.B. Kearfott and V. Kreinovich (Eds.). Kluwer Academic Press. pp. 337-380.

Evidence Sets

Contents

Evidence Sets and Their Operations

Evidence Sets and Uncertainty Measures

Applications of Evidence Sets

Evidence Sets and their Operations

Rocha, L.M. [2003]. "Automatic Conversation Driven by Uncertainty Reduction and Combination of Evidence for Recommendation Agents". In: Systematic Organization of Information in Fuzzy Systems. NATO Science Series. P. Melo-Pinto, H.N. Teodorescu and T. Fukuda (Eds.) IOS Press, pp 249-265.

Rocha, Luis M. [2002]. "Combination of Evidence in Recommendation Systems Characterized by Distance Functions". In: Proceedings of the 2002 World Congress on Computational Intelligence: FUZZ-IEEE'02. Honolulu, Hawaii, May 2002. IEEE Press, pp. 203-208. LAUR 02-154.

Rocha, Luis M. [2001]. "TalkMine: a Soft Computing Approach to Adaptive Knowledge Recommendation". In: Soft Computing Agents: New Trends for Designing Autonomous Systems. Vincenzo Loia and Salvatore Sessa (Eds.). Series on Studies in Fuzziness and Soft Computing. Physica-Verlag, Springer. In Press

Rocha, Luis M. [1999]." Evidence Sets: Modeling Subjective Categories." In: International Journal of General Systems. Vol. 27, pp. 457-494.

Rocha, Luis M. [1997]." Evidence Sets: Contextual Categories " In: Proceedings of the meeting on Control Mechanisms for Complex Systems, Physical Science Laboratory, New Mexico State University, Las Cruces, New Mexico, January 1997. M. Coombs (ed.). NMSU Press, pp. 339-357.

Rocha, Luis M. [1997]." Evidence Sets and Contextual Genetic Algorithms: Exploring Uncertainty, Context, and Embodiment in Cognitive and Biological Systems. PhD Dissertation. State University of New Yor at Binghamton.

Rocha, Luis M. [1995]." Interval Based Evidence Sets ." In: Proceedings of the ISUMA-NAFIPS'95. B. Ayyub (Ed.). IEEE Press. pp.624-629.

Rocha, Luis M. [1994]." Cognitive Categorization revisited: extending interval valued fuzzy sets as simulation tools for concept combination ." In: Procedings of the 1994 International Conference of NAFIPS/IFIS/NASA. IEEE Press. pp 400-404.

Evidence Sets and Uncertainty Measures

Joslyn, Cliff and Luis Rocha [1998] "Towards a Formal Taxonomy of Hybrid Uncertainty Representations" (pdf). Information Sciences. Vol. 110, pp. 255-277.

Rocha, Luis M. [1997]." Relative Uncertainty and Evidence Sets: A Constructivist Framework." In: International Journal of General Systems. Vol. 26 (1-2), pp. 35-61.

Rocha, Luis M., V. Kreinovich, and R. Kearfott[1996]." Computing Uncertainty in Interval Based Sets." In: Applications of Interval Computation. R.B. Kearfott and V. Kreinovich (Eds.). Kluwer Academic Press. pp. 337-380.

Rocha, Luis M. [1996]." Relative Uncertainty: Measuring Uncertainty in Discrete and Nondiscrete Domains. " In: Proceedings of the NAFIPS'96. Michael Smith et al (Eds.) U.C. Berkeley. IEEE Press, pp. 551-555.

Applications of Evidence Sets

Rocha, L.M. [2003]. "Automatic Conversation Driven by Uncertainty Reduction and Combination of Evidence for Recommendation Agents ". In: Systematic Organization of Information in Fuzzy Systems. NATO Science Series. P. Melo-Pinto, H.N. Teodorescu and T. Fukuda (Eds.) IOS Press, pp 249-265.

Rocha, Luis M. [2002]. "Combination of Evidence in Recommendation Systems Characterized by Distance Functions". In: Proceedings of the 2002 World Congress on Computational Intelligence: FUZZ-IEEE'02. Honolulu, Hawaii, May 2002. IEEE Press, pp. 203-208. LAUR 02-154.

Rocha, Luis M. [2001]. "TalkMine: a Soft Computing Approach to Adaptive Knowledge Recommendation". In: Soft Computing Agents: New Trends for Designing Autonomous Systems. Vincenzo Loia and Salvatore Sessa (Eds.). Series on Studies in Fuzziness and Soft Computing. Physica-Verlag, Springer. In Press

Rocha, Luis M. [2001]. "Adaptive recommendation and open-ended semiosis". Kybernetes. Vol. 30, No. 5-6.

Rocha, Luis M. [1999]." Evidence Sets: Modeling Subjective Categories." In: International Journal of General Systems. Vol. 27, pp. 457-494.

Rocha, Luis M. [1998]." Evidence Sets and Contextual Genetic Algorithms: Exploring Uncertainty, Context, and Embodiment in Cognitive and Biological Systems. PhD Dissertation. State University of New Yor at Binghamton.

Rocha, Luis M., V. Kreinovich, and R. Kearfott[1996]." Computing Uncertainty in Interval Based Sets." In: Applications of Interval Computation. R.B. Kearfott and V. Kreinovich (Eds.). Kluwer Academic Press. pp. 337-380.