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449 Publications


2003 | Book Chapter | LibreCat-ID: 16228
Hüllermeier, Eyke. “Sequential Decision Making in Heuristic Search.” Planning Based on Decision Theory (CISM Courses and Lectures No.472), edited by G. Della Riccia et al., Springer, 2003.
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2003 | Book Chapter | LibreCat-ID: 16229
Dubois, D., et al. “Possibilistic Case-Based Decisions.” Connectionist Approaches in Economics and Management  Sciences, edited by C. Lesage and M. Cottrell, vol. 6, Kluwer, 2003.
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2003 | Book Chapter | LibreCat-ID: 16230
Hüllermeier, Eyke, and J. Beringer. “Mining Implication-Based Fuzzy Association Rules in Databases.” Intelligent Systems for Information Processing: From Representation to Applications, edited by B. Bouchon-Meunier et al., Elsevier, 2003.
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2002 | Conference Paper | LibreCat-ID: 14843
Hüllermeier, Eyke. “On the Representation and Combination of Evidence in Instance-Based Learning.” In Proceedings ECAI-2002, 15th European Conference on Artificial Intelligence, Lyon, France, IOS Press, 2002, pp. 360–64.
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2002 | Conference Paper | LibreCat-ID: 15064
De Calmès, M., et al. “A Fuzzy Set Approach to Flexible Case-Based Querying: Methodology and Experimentation.” In Proceedings KR-02, 8th International Conference on Principles of Knowledge Representation and Reasoning, France, edited by D. Fensel et al., Morgan Kaufmann, 2002, pp. 449–58.
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2002 | Conference Paper | LibreCat-ID: 15098
Hüllermeier, Eyke. “Association Rules for Expressing Gradual Dependencies.” In Proceedings PKDD-02  6th European Conference on Principles and Practise of Knowledge Discovery in Databases, Helsinki, Finland, Springer, 2002, pp. 200–11.
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2002 | Conference Paper | LibreCat-ID: 15101
Hüllermeier, Eyke. “Possibilistic Induction in Decision Tree Learning.” In Proceedings ECML-02, 13th European Conference on Machine Learning, Helsinki Finland, Springer, 2002, pp. 173–84.
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2002 | Conference Paper | LibreCat-ID: 15226
Hüllermeier, Eyke. “Mining Implication-Based Fuzzy Association Rules in Databases.” In Proceedings IPMU-2002 9th International Conference on Information Processing and Management  of Uncertainty in Knowledge-Based Systems,Annecy, France, 2002, pp. 101–08.
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2002 | Conference Paper | LibreCat-ID: 15227
Hüllermeier, Eyke. “Exploiting Similarity and Experience in Decision Making.” In Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii, 2002, pp. 729–34.
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2002 | Conference Paper | LibreCat-ID: 15228
De Calmès, M., et al. “Case-Based Quering and Prediction: A Fuzzy Set Approach.” In Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii, 2002, pp. 735–40.
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2002 | Journal Article | LibreCat-ID: 16191
Hüllermeier, Eyke, et al. “Model Adaption in Possibilistic Instance-Based Reasoning.” IEEE Transactions on Fuzzy Systems, vol. 10, no. 3, 2002, pp. 333–39.
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2002 | Journal Article | LibreCat-ID: 16192
Dubois, D., et al. “Fuzzy Set-Based Methods in Instance-Based Reasoning.” IEEE Transactions on Fuzzy Systems, vol. 10, no. 3, 2002, pp. 322–32.
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2002 | Book Chapter | LibreCat-ID: 16232
Hüllermeier, Eyke, et al. “Knowledge-Based Extrapolation of Cases: A Possibilistic Approach.” Technologies for Constructing Intelligent Systems, edited by B. Bouchon-Meunier et al., Springer, 2002, pp. 377–90.
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2001 | Conference Paper | LibreCat-ID: 15300
Hüllermeier, Eyke. “Experience-Based Decision Making and Learning from Examples.” In Proceedings SOR-01 Symposium on Operations Research, Duisburg, Germany, Springer, 2001.
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2001 | Conference Paper | LibreCat-ID: 15805
Hüllermeier, Eyke. “Possibilistic Instance-Based Learning.” In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany, 2001, pp. 108–15.
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2001 | Conference Paper | LibreCat-ID: 15806
Hüllermeier, Eyke. “Implication-Based Fuzzy Association Rules.” In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany, 2001, pp. 93–99.
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2001 | Conference Paper | LibreCat-ID: 15807
Hüllermeier, Eyke, et al. “Instance-Based Prediction in the Framework of Possibility Theory.” In Proceedings of Workshop on Soft Computing in Case-Based Reasoning, Vancouver, Canada, 2001.
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2001 | Conference Paper | LibreCat-ID: 15106
Hüllermeier, Eyke. “Implication-Based Fuzzy Association Rules.” In Proceedings PKDD-01  5th European Conference on Principles and Practise of Knowledge Discovery in Databases, Freiburg, Germany, edited by De. Raedt and A. Siebes, vol. 2168, Springer, 2001, pp. 241–52.
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2001 | Conference Paper | LibreCat-ID: 15229
Hüllermeier, Eyke. “Fuzzy Association Rules: Semantic Issues and Quality Measures.” In Proceedings of the International Conference on Computational Intelligence 7th Fuzzy Days, Dortmund, Germany, edited by B. Reusch, vol. 2206, Springer, 2001, pp. 380–91.
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2001 | Conference Paper | LibreCat-ID: 15230
Dubois, D., et al. “Toward the Representation of Implication-Based Fuzzy Rules in Terms of Crisp Rules.” In Proceedings IFSA/NAFIPS-2001  Joint 9th World Congress of the International Fuzzy Systems Association and 20th Internatinonal Conference of the North American Fuzzy Information Processing Society, Vancouver, Canada, 2001, pp. 1592–97.
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2001 | Journal Article | LibreCat-ID: 16193
Hüllermeier, Eyke. “Similarity-Based Inference as Evidential Reasoning.” International Journal of Approximate Reasoning, vol. 26, 2001, pp. 67–100.
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2001 | Book Chapter | LibreCat-ID: 16231
Hüllermeier, Eyke. “Machinelles Lernen Und Komplexität.” Ökonomie Und Gesellschaft, Jahrbuch 17: Komplexität Und Lernen, edited by F. Haslinger and P. Weise, Metropolis, 2001, pp. 255–88.
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2001 | Book Chapter | LibreCat-ID: 16233
Kraft, M., et al. “Empirische  Überprüfung Eines Synergetischen Konjunkturmodells.” Studien Zur Evoltorischen Ökonomik IV, edited by H.-W. Lorenz and B. Meyer, Duncker & Humblot, Berlin, 2001, pp. 11–44.
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2000 | Conference Paper | LibreCat-ID: 15301
Hüllermeier, Eyke. “Fuzzy Dynamics: Methodological Framework and Applications of Compartmental Modeling.” In Proceedings CASYS-2000, 4th International Conference on Computing Anticipatory Systems Liège, Belgium, edited by D.M. Dubois, 2000.
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2000 | Conference Paper | LibreCat-ID: 15302
Gueroguieva, I., et al. “In Vitro-in Vivo Hepatic Clearance Prediction Using Fuzzy Sets.” In Proceedings EUFEPS-2000, 6th European Congress of Pharmaceutical Sciences, Supplement 1 , vol. 11, 2000, p. S22.
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2000 | Conference Paper | LibreCat-ID: 15808
Dubois, D., et al. “Flexible Control of Case-Based Prediction in the Framework of Possibility Theory.” In Proceedings RàPC-2000, Raisonnement à Partir de Cas, Toulouse, France, 2000, pp. 7–16.
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2000 | Conference Paper | LibreCat-ID: 14844
Hüllermeier, Eyke. “Similarity-Based Inference as Evidential Reasoning.” In Proceedings ECAI-2000, 14th European Conference on Artificial Inteligence, Berlin, Germany, edited by W. Horn, IOS Press, 2000, pp. 50–54.
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2000 | Conference Paper | LibreCat-ID: 14845
Hüllermeier, Eyke. “Focusing Search by Using Problem Solving Experience.” In Proceedings ECAI-2000, 14th European Conference on Artificial Inteligence, Berlin, Germany, edited by W. Horn, IOS Press, 2000, pp. 55–59.
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2000 | Conference Paper | LibreCat-ID: 15063
Hüllermeier, Eyke. “Change Detection in Heuristic Search.” Proceedings AAAI 2000, 17th National Conference on Artificial Intelligence, Austin, Texas, 2000, pp. 898–903.
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2000 | Conference Paper | LibreCat-ID: 15108
Hüllermeier, Eyke. “A Method for Predicting Solutions in Case-Based Problem Solving.” In Proceedings EWCBR-2000, 5th European Workshop on Case-Based Reasoning, Trento, Italy, edited by E. Blanzieri and L. Portinale, Springer, 2000, pp. 124–35.
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2000 | Conference Paper | LibreCat-ID: 15109
Dubois, D., et al. “Flexible Control of Case-Based Prediction in the Framework of Possibility Theory.” In Proceedings EWCBR-2000, 5th European Workshop on Case-Based Reasoning, Trento, Italy, edited by E. Blanzieri and L. Portinale, Springer, 2000, pp. 61–73.
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2000 | Conference Paper | LibreCat-ID: 15231
Hüllermeier, Eyke, et al. “Knowledge-Based Extrapolution of Cases: A Possibilistic Approach.” In Proceedings IPMU-2000 8th International Conference on Information Processing and Management  of Uncertainty in Knowledge-Based Systems, Madrid, Spain, 2000, pp. 1575–82.
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2000 | Journal Article | LibreCat-ID: 16196
Hüllermeier, Eyke, and C. Giersch. “Fuzzy Dynamics and Applications in Biological Systems Modelling.” Systems Analysis,  Modelling, Simulation, vol. 38, 2000, pp. 29–50.
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2000 | Journal Article | LibreCat-ID: 16198
Hüllermeier, Eyke, et al. “Evaluation and Specification of a Synergetic Business Cycle Model with German Data.” Homo Oeconomicus XVI, 2000.
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2000 | Book Chapter | LibreCat-ID: 16234
Dubois, D., et al. “Formalizing Case-Based Inference Using Fuzzy Rules.” Soft Computing in Case-Based Reasoning, edited by S.K. Pal et al., Springer, 2000, pp. 47–72.
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1999 | Journal Article | LibreCat-ID: 19815
Kleine Büning, Hans, and Theodor Lettmann. “Resolution Remains Hard under Equivalence.” Discrete Applied Mathematics, 1999, pp. 139–48, doi:10.1016/s0166-218x(99)00055-4.
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1999 | Conference Paper | LibreCat-ID: 15809
Hüllermeier, Eyke, et al. “Fuzzy Rules in Case-Based Reasoning.” In Proceedings RàPC-1999, Raisonnement à Partir de Cas, Paris Palaiseau, France, In Conferences AFIA-1999, 1999, pp. 45–54.
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1999 | Conference Paper | LibreCat-ID: 15062
Hüllermeier, Eyke. “Toward a Probabilistic Formalization of Case-Based Inference.” In Proceedings IJCAI-99, 16th International Joint Conference on Artificial Intelligence, Stockholm, Sweden, edited by T. Dean, Morgan Kaufmann, 1999, pp. 248–53.
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1999 | Conference Paper | LibreCat-ID: 15107
Hüllermeier, Eyke. “Exploiting Similarity for Supporting Data Analysis and Problem Solving.” In Proceedings IDA-1999, 3th International Symposium on Intelligent Data Analysis, Amsterdam, Netherlands, edited by D.J. Hand et al., vol. 1642, Springer, 1999, pp. 257–68.
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1999 | Conference Paper | LibreCat-ID: 15232
Hüllermeier, Eyke, et al. “Extensions of a Qualitative Approach to Case-Based Decision Making: Unvertainty and Fuzzy Quantification in Act Evaluation.” In Proceedings EUFIT-99 7th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 1999.
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1999 | Conference Paper | LibreCat-ID: 15233
Hüllermeier, Eyke. “Toward Models of Case-Based Decision Making.” In Proceedings EUFIT-99 7th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 1999.
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1999 | Conference Paper | LibreCat-ID: 15234
Hüllermeier, Eyke. “A Possibilistic Formalization of Case-Based Reasoning and Decision Making.” In Proceedings of the 6th International Conference on Computational Intelligence, Dortmund, Germany, edited by B. Reusch, vol. 1625, Springer, 1999, pp. 411–20.
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1999 | Journal Article | LibreCat-ID: 16199
Hüllermeier, Eyke. “Numerical Methods for Fuzzy Initial Value Problems.” International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, vol. 7, no. 5, 1999, pp. 439–61.
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1999 | Journal Article | LibreCat-ID: 16200
Hüllermeier, Eyke. “Approximation of Uncertain Funtional Relationships.” Fuzzy Sets and Systems, vol. 101, no. 2, 1999, pp. 227–40.
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1999 | Book Chapter | LibreCat-ID: 16235
Hüllermeier, Eyke. “Qualitatives Schließen Und Qualitative Simulation.” Modellierung, Simulation Und Künstliche Intelligenz, edited by H. Szczerbicka and T. Uthmann, SCS Publishing House, Erlangen, 1999, pp. 277–310.
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1998 | Conference Paper | LibreCat-ID: 15288
Hüllermeier, Eyke, and C. Giersch. “Fuzzy Sets and Modelling of Uncertainty in Biological Systems.” In Proceedings IPMU-98 7th International Conference on Information Processing and Management  of Uncertainty in Knowledge-Based Systems, Paris, La Sorbonne, Editions E.D.K., 1998, pp. 1857–64.
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1998 | Conference Paper | LibreCat-ID: 15289
Hüllermeier, Eyke. “A Bayesian Approach to Case-Based Probalistic Reasoning.” In Proceedings IPMU-98 7th International Conference on Information Processing and Management  of Uncertainty in Knowledge-Based Systems, Paris, La Sorbonne, Editions E.D.K., 1998, pp. 1296–303.
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1998 | Conference Paper | LibreCat-ID: 15303
Hüllermeier, Eyke. “Numerical Solutions for Fuzzy Initial Value Problems.” In Proceedings CESA-98, IMACS Multiconference on Computaional Engineering in Systems Applications, Symposium on Applied Mathematics and Optimization, Nabeul-Hammamet, Tunesia, edited by P. Borne et al., 1998.
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1998 | Conference Paper | LibreCat-ID: 15810
Hüllermeier, Eyke. “Case-Based Probality and Case-Based Decision Making.” In Proceedings of the 6th German Workshop on Case-Based Reasoning, Berlin, Germany, edited by L. Gierl and M. Lenz, 1998, pp. 13–22.
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1998 | Conference Paper | LibreCat-ID: 15287
Hüllermeier, Eyke. “Fuzzy Dynamics of Compartmental Systems.” In Proceedings EUFIT-98 6th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 1998.
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1997 | Conference Paper | LibreCat-ID: 15290
Hüllermeier, Eyke. “Hierarchical  Propagation of Uncertain Constraints.” In Proceedings EUFIT-97 5th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 1997, pp. 953–57.
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1997 | Conference Paper | LibreCat-ID: 15291
Hüllermeier, Eyke. “Approximation of Fuzzy Functions.” In Proceedings 4.Internationaler Workshop Fuzzy-Neuro-Systeme. Soest Germany, edited by A. Grauel et al., 1997, pp. 374–81.
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1997 | Conference Paper | LibreCat-ID: 15811
Hüllermeier, Eyke. “Modellierung Und Simulation Unsicherer Dynamischer Systeme Und Anwendungen in Der Diagnose.” In Proceedings ASIM Fachgruppentagung Soft Computing, edited by D.P.F. Möller and O. Richter, 1997.
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1997 | Journal Article | LibreCat-ID: 16201
Hüllermeier, Eyke. “A New Approach to Modelling and Simulation of Uncertain Dynamical Systems.” International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, vol. 5, no. 2, 1997, pp. 117–37.
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1996 | Book Chapter | LibreCat-ID: 19816
Kleine Büning, Hans, and Theodor Lettmann. “Learning a Representation for Optimizable Formulas.” Lecture Notes in Computer Science, 1996, doi:10.1007/3-540-61863-5_33.
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1996 | Conference Paper | LibreCat-ID: 15292
Hüllermeier, Eyke. “Approminate Probabilistic Reasoning with Fuzzy Constraints.” In Proceedings EUFIT-96 4th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 1996.
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1996 | Conference Paper | LibreCat-ID: 15293
Hüllermeier, Eyke. “A Fuzzy Simulation Method.” International Symposium on Soft Computing, Reading U.K., edited by P.G. Anderson and K. Warwick, ICSC Academic Press, 1996, pp. B230–36.
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1996 | Conference Paper | LibreCat-ID: 15304
Hüllermeier, Eyke. “Hierarchical Constraint Propagation Based on Interval Arithmetic.” In Proceedings Interval-96 International Conference on Interval Methods and Computer Aided Proofs in Science and Engineering, Würzburg, 1996, pp. 54–55.
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1995 | Conference Paper | LibreCat-ID: 15294
Hüllermeier, Eyke. “Towards Modelling of Fuzzy Functions.” In Proceedings EUFIT-95 3rd European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 1995, pp. 150–54.
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1995 | Conference Paper | LibreCat-ID: 15295
Hüllermeier, Eyke. “Rule-Based Modelling in Fuzzy Simulation.” In Proceedings ISFL-95 International Symposium on Logic, Zürich, ICSC Academic Press, 1995, pp. B49–56.
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1995 | Conference Paper | LibreCat-ID: 15305
Hüllermeier, Eyke. “Fuzzy Polynomial and Spline Interpolation.” In Proceedings IMACS Symposium on Systems Analysis and Simulation, Berlin, Gordon and Breach Publishers, 1995, pp. 401–04.
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1995 | Book Chapter | LibreCat-ID: 16236
Hüllermeier, Eyke. “Konjunkturzyklen Aufgrund von Investitionsinterdependenzen:  Simulation Und Empirische Überprüfung.” Moderne Makroökonomie-Eine Kritische Bestandsaufnahme, edited by J. Flemmig, Metropolis, 1995, pp. 413–54.
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1994 | Conference Paper | LibreCat-ID: 15296
Hüllermeier, Eyke. “Approximate Solution of a Linear Programming Problem Using a Modified Perceptron-Algorithm.” In Proceedings EUFIT-94 2nd European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 1994, pp. 195–99.
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1993 | Journal Article | LibreCat-ID: 19814
Flögel, A., et al. “On the Restricted Equivalence for Subclasses of Propositional Logic.” RAIRO - Theoretical Informatics and Applications, 1993, pp. 327–40, doi:10.1051/ita/1993270403271.
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1991 | Report | LibreCat-ID: 19822
Dahn, Bernd I., et al. ILFA Interface Concept. Vol. 193, Wissenschaftliche Zentrum der IBM Deutschland , 1991.
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1989 | Journal Article | LibreCat-ID: 19818
Kleine Büning, Hans, et al. “Projections of Vector Addition System Reachability Sets Are Semilinear.” Theoretical Computer Science, 1989, pp. 343–50, doi:10.1016/0304-3975(89)90055-8.
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1988 | Conference Paper | LibreCat-ID: 19820
Kleine Büning, Hans, and Theodor Lettmann. “Perspektiven Für Die Logikprogrammierung.” Workshop Wissensrepräsentation in Expertensystemen, edited by G. Rahmstorf, 1988, pp. 56–78.
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1987 | Book Chapter | LibreCat-ID: 19821
Büning, Hans Kleine, and Theodor Lettmann. “Representation Independent Query and Update Operations on Propositional Definite Horn Formulas.” Computation Theory and Logic, edited by Egon Börger, 1987, pp. 208–23, doi:10.1007/3-540-18170-9_167.
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1986 | Book Chapter | LibreCat-ID: 19819
Kleine Büning, H., and Theodor Lettmann. “Classes of First Order Formulas under Various Satisfiability Definitions.” 8th International Conference on Automated Deduction, 1986, doi:10.1007/3-540-16780-3_119.
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