Ausgewählte Publikationen von Achim Hoffmann
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Monographien
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Hoffmann AG,
``Paradigms of Artificial Intelligence - A Methodological and Computational
Analysis, Springer-Verlag, 341 pages, 1998. ''
ISBN 981-3083-97-2.
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Hoffmann
AG, ``Komplexität einer künstlichen Intelligenz '', Technische
Universität Berlin,
PhD thesis, 178 pp., July 1993. (485k
of gzipped postscript)
PDF (961Kb)
uncompressed PostScript 1,892k
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Hoffmann
AG, ``GGADS - Ein bibliotheksunabhängiges Layoutsynthesesystem für
benutzerdefinierbare Gate-Array-Master-Strukturen'', Technische Universität
Berlin,
PhD thesis, 135 pp., April 1992. (509k of gzipped postscript)
PDF (1069Kb)
uncompressed PostScript2,665k .
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Journal Veröffentlichungen
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Ghassan Beydoun, Achim Hoffmann, Asif Qumer Gill:
Constructing enhanced default theories incrementally.
Complex Intelligent Systems, February 2017, Springer-Verlag, DOI: 10.1007/s40747-017-0034-z.
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Filippo Galgani, Paul Compton, Achim G. Hoffmann:
LEXA: Building knowledge bases for automatic legal citation classification.
Expert Syst. Appl. 42(17-18): 6391-6407 (2015)
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Filippo Galgani, Paul Compton, Achim G. Hoffmann:
Summarization based on bi-directional citation analysis.
Inf. Process. Manage. 51(1): 1-24 (2015)
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Filippo Galgani, Paul Compton, Achim G. Hoffmann:
HAUSS: Incrementally building a summarizer combining multiple techniques.
Int. J. Hum.-Comput. Stud. 72(7): 584-605 (2014)
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Beydoun, G and Hoffmann, A ``
Dynamic evaluation of the development process of knowledge based information systems'',
Knowledge and Information Systems, 35(1):233-247, 2013. ISSN: 0219-1377, Doi: 10.1007/s10115-012-0491-z
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Juana Maria Ruiz-Martinez, Rafael Valencia-GarciĀa, RodrigoMartinez-Bejar, Achim G. Hoffmann:
BioOntoVerb: A top level ontology based framework to populate biomedical ontologies from texts'',
Knowl.-Based Syst. 36: 68-80 (2012).
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Hoffmann, A``Can machines Think? An Old Question Reformulated '',
Minds and Machines, pp. 203-212, vol. 20, No. 2, July 2010.
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Beydoun, G, Hoffmann, A and Hamade, RF``
Automating dimensional tolerancing using Ripple down Rules (RDR)'',
Expert Systems with Applications, pp. 5101-5109, vol. 37, Issue 7,
2010.
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Hoffmann, A and Khan, AS``A New Approach for the Incremental Development of Retrieval Functions for CBR. '',
Applied Artificial Intelligence, pp. 507-542, vol. 6,
2006.
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Ghassan Beydoun, Achim G. Hoffmann, Jesualdo Tomas Fernandez-Breis, Rodrigo Martinez-Bejar, Rafael Valencia-Garcia, Aybuke Aurum, ``
Cooperative Modelling Evaluated.'',
International Journal on Cooperative Information Systems, 14(1): 45-71 (2005)
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Khan, AS and Hoffmann A, ``
Building a case-based diet recommendation system without a knowledge engineer'',
Artificial Intelligence in Medicine", pp. 155-179, vol. 27,
2003.
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Chrzastowski-Wachtel P and Tyszkiewicz J and Hoffmann A and Ramer A, ``Definability of Connectives in Conditional Event Algebras of Schay-Adams-Calabrese and Goodman-Nguyen-Walker'',
Information Processing Letters", pp. 155-160, vol. 79/4,
July 2001.
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Beydoun G and Hoffmann AG, ``Theoretical basis for hierarchical incremental knowledge acquisition'',
International
Journal of Human Computer Studies, 2001, Vol. 54.
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Beydoun G and Hoffmann AG, ``Incremental Acquisition of Search Knowledge'',
International
Journal of Human Computer Studies, March 2000, Vol. 52, Issue 3, pp.
493-530.
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Hoffmann AG, ``On computational limitations of self-organization'',
Neurocomputing,
15, pp. 69-87, 1997. Elsevier Science.
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Hoffmann AG, ``Connectionist Dynamics and the Limited Complexity of
the Network Function'',
Connection Science, Vol. 9, No. 2, pp. 201-215,
1997.
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Hoffmann AG, ``Auf der Suche nach den Prinzipien künstlicher Intelligenz'',
Künstliche
Intelligenz, Vol. 6, 35-41, 1995.
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Freivalds R and Hoffmann AG, ``An Inductive Inference Approach to Classification'',
Journal
of Experimental and Theoretical Artificial Intelligence,
No 1, Vol
6, 1994, 63-72.
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Hoffmann AG, ``Connectionist Functionality and the Emergent Network
Behavior'',
Neurocomputing,
No 2, Vol 2, 1991, 161-172.
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Hoffmann AG, ``Die Theorie des Lernbaren - ein Überblick'',
Künstliche
Intelligenz, Vol. 1, 7-11, 1991.
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Buchkapitel und Veröffentlichungen in Konferenzbänden
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Hoffmann, A.G., 2015. Artificial and Natural Computation. In: James D. Wright (editor-in-chief), International Encyclopedia of the Social and Behavioral Sciences, 2nd edition, Vol 2. Oxford: Elsevier. pp. 27-31.
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Galgani, F and Compton, P and Hoffmann A, ``
Citation Based Summarisation of Legal Texts. 12th Pacific Rim International Conference on Artificial Intelligence (PRICAI) 2012, pp. 40-52, Springer-Verlag.
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Galgani, F and Compton, P and Hoffmann A, ``
Knowledge Acquisition for Categorization of Legal Case Reports. Knowledge Management and Acquisition for Intelligent Systems, pp. 118-132, 2012, Springer-Verlag.
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Galgani, F and Compton, P and Hoffmann A, ``
Combining Different Summarization Techniques for Legal Text
Workshop on Innovative Hybrid Approaches to the Processing of Textual Data (Hybrid2012), EACL 2012,
April 2012
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Galgani, F and Compton, P and Hoffmann A, ``
Towards Automatic Generation of Catchphrases for Legal Case Reports. Computational Linguistics and Intelligent Text Processing (CICLing) (2), pp. 414-425, 2012, Springer-Verlag.
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Galgani, F and Hoffmann A, ``
LEXA: Towards Automatic Legal Citation Classification. Australasian Conference on Artificial Intelligence 2010, pp. 445-454, Springer-Verlag 2010.
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Xu, H and Hoffmann AG, ``
RDRCE: Combining machine learning and knowledge acquisition'',
Proceedings of the 11th International Workshop on Knowledge Management and Acquisition for Smart Systems and Services, pp. 165-179, Springer-Verlag, 2010.
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Hoffmann AG and Mahidadia, A ``
Machine Learning'',
In Scientific Data Mining and Knowledge
Discovery: Principles and Foundations, Mohamed Gaber (ed.),
Springer-Verlag, 2009.
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Pham SB and Hoffmann AG, ``
Intelligent Support for Building Knowledge Bases for Natural Language Processing'',
Intelligent Assistant Systems: Concepts, Techniques and Technologies, Roland Kaschek (ed.),
IGI Press, 2007.
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Pham SB and Hoffmann AG, ``
Efficient Knowledge Acquisition for Extracting Temporal Relations'',
Proceedings
of the European Conference on Artificial Intelligence 2006, pp. 521-525, IOS Press.
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Yoo, SY and Hoffmann AG, ``Clustering-Based Relevance Feedback for Web
Pages'',
Proceedings of the Pacific Rim Conference on Artificial Intelligence, PRICAI-06, pp. 464-473, Springer-Verlag.
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Yoo, SY and Hoffmann AG, ``Query-Topic Focused Web Pages Summarization'',
Proceedings of the Pacific Rim Conference on Artificial Intelligence, PRICAI-06, pp. 533-543, Springer-Verlag.
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Wang, Yuanyong and Hoffmann AG, ``Bootstrapping Word Sense Disambiguation Using Dynamic Web Knowledge.
'',
Proceedings of the Pacific Rim Conference on Artificial Intelligence, PRICAI-06, pp. 1150-1154, Springer-Verlag.
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Bekmann JP and Hoffmann, AG `` Improved Knowledge Acquisition for High-Performance Heuristic Search.'',
Proceedings of the International Joint Conference on Artificial Intelligence, IJCAI-05, pp. 41-46, 2005.
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Yoo, SY and Hoffmann AG, ``Knowledge-Level Management of Web Information'',
Proceedings
of the Asia Pacific Web Conference, APWEB 05, Springer-Verlag.
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Pham SB and Hoffmann AG, ``
Incremental Knowledge Acquisition for Building Sophisticated Information Extraction Systems'',
Proceedings
of the Practical Aspects of Knowledge Management 2004, pp. 292-306, Springer-Verlag.
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Pham SB and Hoffmann AG, ``
Extracting Positive Attributions from Scientific Papers'',
Proceedings
of the Discovery Science Conference 2004, pp. 169-182, Springer-Verlag.
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Bekmann JP and Hoffmann, AG `` Incremental Knowledge Acquisition for Improving Probabilistic Search Algorithms'',
Engineering Knowledge in the Age of the Semantic Web: 14th International Conference, EKAW, Springer-Verlag, pp. 248-264, 2004.
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Bekmann JP and Hoffmann, AG ``HeurEAKA - A New Approach for Adapting GAs to the Problem Domain'',
Proceedings
of the Pacific Rim Conference on Artificial Intelligence (PRICAI),
Springer-Verlag, pp. 361-372, 2004.
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Pham SB and Hoffmann AG, ``
KAFTIE: A New KA Framework for Building Sophisticated Information Extraction Systems'',
Engineering Knowledge in the Age of the Semantic Web: 14th International Conference, EKAW, Springer-Verlag, 2004.
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Yoo SY and Hoffmann AG, ``
Discovering Conceptual Web-Knowledge in Web Documents'',
Engineering Knowledge in the Age of the Semantic Web: 14th International Conference, EKAW, Springer-Verlag, 2004.
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Pham SB and Hoffmann AG, ``A New Approach for Scientific Citation Classification Using Cue Phrases'',
Proceedings
of the Australian Joint Conference on Artificial Intelligence 2003, Springer-Verlag.
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Hoffmann AG and Pham SB, ``
Towards Topic-Based Summarization for Interactive Document Viewing'',
Proceedings
of the Knowledge Capture Conference 2003, pp.28--35, ACM Press.
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Lau A and Ong SS and Mahidadia A and Hoffmann A and Westbrook J and Zrimec T",
``Mining patterns of dyspepsia symptoms across time points using constraint
association rules'',
Proceedings of the Pacific Knowledge Discovery in Databases Conference
2003, Springer-Verlag.
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Pham SB and Hoffmann AG, ``Classifying Scientific Citations by Acquiring Knowledge on Natural Language'',
Proceedings
of the 7th Pacific Rim Knowledge Acquisition Workshop, 2002.
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Hoffmann AG, ``Performance Comparisons of Neural Networkand Machine Learning Techniques: A Critical Assessment of the Methodology'',
In New Learning Paradigms in Soft Computing, J. Kacprzyk and L. Jain (eds.),
2001, pp. 231--250, Springer-Verlag.
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Hoffmann AG, ``Artificial and Neural Computation'',
International Encyclopedia of the Social and Behavioral Sciences,
P.B. Baltes and N.J. Smelser (eds.), 2001, Elsevier Science.
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Khan AS and Hoffmann AG, ``Acquiring Adaptation Knowledge for CBR with MIKAS'',
Proceedings
of the Australian Joint Conference on Artificial Intelligence 2001, pp. 201--212, Springer-Verlag.
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Hoffmann AG and Kwok R and Compton P, ``
Simulations for Comparing Knowledge Acquisition and Machine Learning
'',
Proceedings
of the Australian Joint Conference on Artificial Intelligence 2001, pp. 273--284, Springer-Verlag.
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Hoffmann AG and Kwok R and Compton P, ``
Using subclasses to improve classification learning'',
Proceedings
of the European Conference on Machine Learning 2001, pp. 203--213, Springer-Verlag.
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Hoffmann AG, ``
Do we need symbols for designing complex AI systems?'',
Proceedings
of the International Symposium on Intelligent Systems, 2000.
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Beydoun G and Kwok, R and Hoffmann AG, ``Towards order independent incremental KA'',
Proceedings
of the 6th Pacific Knowledge Acquisition Workshop 2000, pp. 1-17.
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Khan, AS and Hoffmann AG, ``
A new Approach for the Incremental Development of
Adaptation Functions for CBR'',
Advances in Case-Based Reasoning, 5th European Workshop, EWCBR 2000,
pp. 260-272, Springer-Verlag.
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Beydoun, G, Hoffmann, AG, Hierarchical Incremental Knowledge Acquisition,
Proceedings of the 12th Workshop on
Knowledge Acquisition, Modeling and Management, Banff, Canada 1999.
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Beydoun G and Hoffmann AG, ``Holism and Knowledge Acquisition'',
Proceedings
of the European Knowledge Acquisition Workshop 1999, Springer-Verlag.
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Beydoun, G and Hoffmann AG, ``Building
Problem Solvers Based on Search Control Knowledge'',
Proceedings
of 11th Workshop on Knowledge Acquisition, Modeling and Management, Banff,
Canada 1998.
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Beydoun G and Hoffmann AG, ``Simultaneous
Modelling and Knowledge Acquisition Using NRDR'',
Proceedings
of the 5th Pacific Rim International Conference on Artificial Intelligence,
Singapore 1998, Springer-Verlag.
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Beydoun G and Hoffmann AG, ``Building
Search Heuristics at the Knowledge Level '',
Proceedings of
the Pacific Rim Knowledge Acquisition Workshop, Singapore 1998.
- Beydoun G and Hoffmann AG, ``
NRDR for the Acquisition of Search Knowledge , Proceedings of
Tenth Australian Joint Conference On Artificial Intelligence, Australia,
1997.
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Matsushima, S and Hoffmann AG, ``An Instance-Based Framework for Integrating
Domain Knowledge with a Reinforcement Learner'',
Proceedings of
the International Conference on Neural Information Processing,
New
Zealand, Springer-Verlag, 1997.
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Beydoun
G and Hoffmann AG, ``Acquisition of Search Knowledge'',
Proceedings
of the European Knowledge Acquisition Workshop, Spain, pp. 1-16, Springer-Verlag,
1997.
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Kaspar S and Hoffmann AG, ``Using knowledge acquisition to build spoken
language systems'',
Proceedings of the European Knowledge Acquisition
Workshop, Spain, Springer-Verlag, 1997.
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Hoffmann
AG and Freier B, ``On Integrating Domain Knowledge into Reinforcement
Learning'',
Proceedings of the International Conference on Neural
Information Processing,
Hong Kong, Springer-Verlag, pp. 954-959, 1996.
(292kB)
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Amin A, Bemford M, Hoffmann A, and Mahidadia A, and Compton, P, ``A
knowledge acquisition technique for recognizing hand-printed Chinese characters'',
Proceedings
of the 13th International Conference on Pattern Recognition, Vienna,
Austria, 1996.
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Amin A, Bemford M, Hoffmann A, Mahidadia A, and Compton, P. ``Recognition
of Hand-printed Chinese Characters using Ripple-Down Rules'',
Proceedings
of the 7th Intenational Workshop on Structural and Statistical Pattern
Recognition, Leipzig, Germany, 1996, pp. 371-380, Springer-Verlag.
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Pendrith M, Ryan M, and Hoffmann AG, ``Reinforcement Learning for Cybernetic
Control'', Proceedings of the 13th European Meeting on Cybernetics
and Systems Research,
Vienna, Austria, pp. 1020-1025, 1996.
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Hoffmann
AG, ``A Greedy Learning Approach for Multi-Layer Perceptrons'',
Proceedings
of the International Symposium on Artificial Neural Networks
, Tainan,
Taiwan, pp. 19-25, December 1994. (359kB)
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Hoffmann AG, ``Using algorithmic information theory to cope with the
dynamics of self-organization'',
Proceedings of the International
Symposium Information Theory and its Applications '94
Sydney, Australia,
November 1994, pp. 383-388.
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Hoffmann
AG, ``Exploiting Causal Domain Knowledge for Learning to Control Dynamic
Systems'',
Proceedings of the 11th European Conference on Artificial
Intelligence
Amsterdam, Netherlands, August 1994, pp. 433-437. (156kB)
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Hoffmann
AG, ``The dynamic locking heuristic - a new graph partitioning algorithm'',
Proceedings
of the International Symposium of Circuits and Systems '94,
London,
UK, May 1994, 175-178. (152kB)
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Hoffmann AG, Thakar S, ``Supporting sales consultation through case-based
reasoning'',
Proceedings of the European Workshop on Case-Based
Reasoning, Vol 1, Otzenhausen, Germany, November, 1993, 187-192.
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Hoffmann
AG, ``Complexity bounds of emerging structures in self-organizing networks'',
Proceedings
of the International Joint Conference on Neural Networks '93, Nagoya,
Japan, October, 1993, 475-478. (133kB)
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Hoffmann
AG, ``A new strategy for library-independent layout design'',
Proceedings
of the International Symposium of Circuits and Systems '93,
Chicago,
USA, May 1993. (657kB)
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Hoffmann
AG, ``Phenomenology, Representations and Complexity'',
Proceedings
of the 10th European Conference on Artificial Intelligence
Vienna,
Austria, August 1992, 610-614. (115kB)
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Hoffmann
AG and Thakar S, ``Acquiring Knowledge by Efficient Query Learning'',
Proceedings
of the 12th International Joint Conference on Artificial Intelligence,
Sydney,
Australia, pp. 783-788, August 1991. (163kB)
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Hoffmann AG, ``On the Principles of Intelligence'',
Proceedings
of the World Conference on the Fundamentals of Artificial Intelligence,
Paris,
France, pp. 257-266, July 1991.
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Hoffmann AG, ``Asymptotic Performance of Learning Algorithms'',
Proceedings
of the World Conference on the Fundamentals of Artificial Intelligence,
Paris,
France, pp. 247-256, July 1991.
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Hoffmann AG, ``GGADS: A General Gate-Array Design System for Optimizing
Gate Array Master Structures'',
Proceedings of the 5th CompEuro,
Bologna,
Italy, pp. 680-684, May 1991, IEEE.
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Hoffmann
AG, ``Towards Optimizing Global MinCut Partitioning'',
Proceedings
of the 2nd European Design Automation Conference,
Amsterdam, Netherlands,
pp. 167-171, February 1991, IEEE. (360kB)
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Hoffmann AG, ``On Computational Limitations of Neural Network Architectures'',
Proceedings
of the 2nd IEEE Symposium on Parallel and Distributed Processing,
Dallas,
Texas, USA, pp. 818-825, December 1990, IEEE.
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Hoffmann AG, ``Types of Efficient Query Learning'',
Proceedings
of the 14th German Workshop on Artificial Intelligence,
Eringerfeld,
Germany, pp. 257-266, September 1990, Springer-Verlag.
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Hoffmann AG, ``The Computational Complexity of Occam's Razor'',
Proceedings
of the 14th German Workshop on Artificial Intelligence,
Eringerfeld,
Germany, pp. 277-281, September 1990, Springer-Verlag.
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Hoffmann
AG, ``General Limitations on Machine Learning'',
Proceedings
of the 9th European Conference on Artificial Intelligence,
Stockholm,
Sweden, pp. 345-347, August 1990. (258kB)