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u b l i c a t i o n s
Accepted
Abdelhamid Bouchachia
Adaptivity in Classification
Systems
Chapter in the book: Foundations of
Computational Intelligence, Series Studies in Computational
Intelligence, Springer Verlag
A. Bouchachia, R. Mittermeir, P. Sielecki, M. Zieminski, S.
Stafeij
Nature-Inspired Techniques for Conformance
Testing of Object-Oriented Software
International
Journal of Applied Soft Computing (Accepted to appear)
Abdelhamid Bouchachia, Markus Prossegger
A Hybrid
Approach for the Steiner Tree Problem
International
Journal of Computational Intelligence Research (Accepted to
appear)
Abdelhamid Bouchachia
Adaptive
Computational Intelligence for Dynamical Systems
Chapter in Book: Recent Advances of Computational
Intelligence in Nonlinear Dynamics and Synchronization. (Accepted to
appear)
K. Kyamakya, A. Bouchachia, W. Halang, J.C. Chedjou, Z. Li and H.
Unger (Eds.)
Book on Recent Advances of Computational
Intelligence in Nonlinear Dynamics and
Synchronization.
World Scientific (to
appear)
2009
Abdelhamid Bouchachia, Kyandoghere
Kyamakya (Eds.)
Computational
Intelligence Applied to Nonlinear Dynamics and
Synchronization
Special Issue of the International
Journal of Computational Intelligence Systems, Vol.2, No. 2, June,
2009 Abdelhamid Bouchachia
Radial Basis Function
Nets for Time Series Prediction
International
Journal of Computational Intelligence Systems, 2(2),
pages:147-157
Abdelhamid Bouchachia
Incremental Induction of
Classification Fuzzy Rules
IEEE Symposium Series on
Computational Intelligence (IEEE SSCI'09), IEEE Workshop on Evolving
and Self-Developing Intelligent Systems (ESDID'09), Nashville, USA,
IEEE Computer Society, pp. 32-39
Abdelhamid Bouchachia, Markus Prossegger
A
Bi-Clustering Agent-based Approach for Map Segmentation
IEEE Symposium Series on Computational Intelligence (IEEE
SSCI'09), IEEE Symposium on Intelligent Agents(IA'09),
Nashville, USA, IEEE Computer Society, pp. 99-105
Markus Prossegger, Abdelhamid Bouchachia
Incremental
Identification of Topological Errors in Spatial
Data
The 17th International Conference on Geoinformatics,
pp.1-6, 2009
Andreas Bollin, Abdelhamid Bouchachia
(Eds.)
Proceedings of the First Computer Science and
Mobility Workshop (CSMW´09)
Unversity of Klagenfurt,
Austria, 9th-10th April, 2009, ISBN-10/13:
9783950059342
2008
Abdelhamid
Bouchachia
Learning with Partial Supervision
Chapter in the Book: Encyclopedia of Data Warehousing and
Mining - 2nd Edition. J. Wang (ed.), Idea-Group.
Abdelhamid Bouchachia
Incremental
Learning
Chapter in the Book: Encyclopedia of Data
Warehousing and Mining - 2nd Edition. J. Wang (ed.), Idea-Group.
M. Hassler, A. Bouchachia, R.
Mittermeir
Instance-based XML Classification
International Journal of Information Technology and
Intelligent Computing, Vol. 2(4)
M.
Prossegger, A. Bouchachia
Ant Colony Optimization for
Steiner Tree Problems
The 5th International
Conference on Soft Computing as Transdisciplinary Science and
Technology (CSTST'08), pages: 331-336, ACM, New York.
A. Bouchachia, S. Bouchachia
Ensemble Learning
for time Series Prediction
The 1th International
Workshop on Nonlinear Dynamic Systems and Synchronization
(INDS'08)
2007
Abdelhamid Bouchachia
An Immune Genetic Algorithm for
Software Test Data Generation
The 7th International
Conference on Hybrid Intelligent Systems (HIS'07)
Abdelhamid Bouchachia
Clustering of Multi-Source
Data
The 2007 International Conference on
Intelligent Environments (IE'07)
A. Bouchachia, B.
Gabrys, Z. Sahel
Overview of Some Incremental Learning
Algorithms
The 2007 IEEE International Conference on
Fuzzy Systems (FUZZ-IEEE'07)
Z. Sahel, A. Bouchachia, B.
Gabrys
Adaptive Mechanisms for Classification Problems
with Drifting Data
The 11th International Conference
on Knowledge-Based and Intelligent Information & Engineering
Systems (KES'07)
Abdelhamid
Bouchachia
Learning with Partly labeled Data
Journal of Neural Computing and Applications, 16(3):267-294,
May 2007
Abdelhamid Bouchachia
Towards
Incremental Fuzzy Classifiers
International Journal
of Soft Computing - A Fusion of Foundations, Methodologies and
Applications, 11(2):193-207, January 2007 .[Abstract]
Abdelhamid Bouchachia, Marcus
Hassler
Classification of XML Documents
IEEE Symposium Series on Computational Intelligence and Data
Mining (CIDM 2007), pages:390-396, IEEE Computational Intelligence
Society.
2006Abdelhamid
Bouchachia
Incremental Learning by Decomposition
In Proc. of the 5th International Conference on Machine
Learning and Applications (ICMLA'06), pages: 63-68, IEEE Computer
Society, 2006.
Abdelhamid Bouchachia,
Witold Pedrycz
Data Clustering with Partial
Supervision
International Journal of Data Mining and
Knowledge Discovery, 12(1):47-78, January 2006. [Abstract]
Abdelhamid Bouchachia
Enhancement of Fuzzy
Clustering by Mechanisms of Partial
Supervision
International Jounal of Fuzzy Sets and
Systems, 157(13):1733-1759, July 2006. [Abstract]
Abdelhamid Bouchachia
Learning with
Incrementality
The 13th International Conference on
Neural Information Processing (ICONIP'06), LNCS 4232, pp. 137-146,
2006, Hong Kong. [Abstract]
Abdelhamid Bouchachia
On Adaptive
Learning
Proc. of the International Conference on
Recent Advances in Soft Computing, Canterbury, UK, 10-12 July 2006.
[Abstract]
Daniel Wakounig and Abdelhamid Bouchachia
Reverse
Engineering of Rule-based Systems
The 18th
International Conference on Software Engineering and Knowledge
Engineering, San Francisco Bay, July 5-7, 2006 [Abstract]
2005Abdelhamid
Bouchachia
Learning from Hybrid data
Proceedings of the IEEE Conference on Intelligent Hybrid
Systems -HIS'05, pp: 193-198, Rio de Janeiro-Brazil, 2005, IEEE
Computer Society.[Abstract]
Abdelhamid Bouchachia
On the Scarcity of Labeled
Data
Proceedings of the IEEE conference on
Computational Intelligence for Modelling Control and Automation -
CIMCA'2005, pp:402-407, Vienna-Austria, 2005,IEEE Computer
Society.[Abstract]
Abdelhamid Bouchachia
RBF Networks for Learning
from Partially LabeledData
Proceedings of the
International Workshop on Learningwith Partially Classified Training
Data, 22nd Inter. Conference on Machine Learning, LPCD-ICML'2005.
[Abstract] [PDF-File]
Marcus Hassler, Abdelhamid Bouchachia
Searching
XML Documents – Preliminary Work
In Proc. of the 4th
International Workshop of the Initiative for the Evaluation of XML
Retrieval, INEX 2005, Dagstuhl Castle, Germany,November 28-30, 2005.
LNCS, Vol. 3977, ISBN: 3-540-34962-6. [Abstract]
2004Abdelhamid Bouchachia, WitoldPedrycz
Adaptive Clustering with Partial Supervision
Proceedings of the International conference on RecentAdvances
in Soft Computing. Nottingham, UK, 61 -18 December 2004.[Abstract]
Abdelhamid Bouchachia
Incremental Rule Learning
Using Incremental Clustering
Proceedings of the 10th
Conference on InformationProcessing andManagement of Uncertainty in
Knowledge-Based Systems (IPMU'2004). July4-9, 2004, Perugia -
Italy.[Abstract]
Abdelhamid Bouchachia
Maintaining Knowledge
Bases Via Incremental Rule Learning
Proceedings of
the International Workshop on Soft Computing for Information Mining
(Located at the 27th German Conference on ArtifialIntelligence).
pp:51-63, Ulm, Germany.[Abstract]
Abdelhamid Bouchachia
Model-based Clustering
Guided by Swarm Intelligence
Proceedings of the
International Conference on Recent Advances in Soft Computing.
Nottingham, UK, 16 -18 December 2004. [Abstract]
Abdelhamid Bouchachia
Multiple Instance Learning
with Radial Basis Function Neural Networks
Proceedings of the International Conference on Neural
Information Processing. Calcutta, India. November 22-25, 2004.
[Abstract]
2003Abdelhamid Bouchachia and Roland
Mittermeir
A Neural Cascade Architecture for Document
Retrieval
Proceedings of the IEEE International
Joint Conference on Neural Networks. IJCNN'2003. July 20-24, 2003,
Portland, Oregon,USA. [Abstract]
Abdelhamid Bouchachia and Witold Pedrycz
A
Semi-Supervised Clustering Algorithm for Data Exploration
Proceedings of the World Congress of the International Fuzzy
Systems Association IFSA'2003 (pp:328-337). June 29-July 2, 2003,
Istambul,Turkey.[Abstract]
Abdelhamid Bouchachia
Distributed Data
Clustering
Proceedings of the Joined Forum of 15th
Conference Advanced Information Systems Engineering. June 16 - 20,
2003, Klagenfurt/Velden,Austria.[Abstract]
2002Roland Mittermeir, Abdelhamid
Bouchachia
Natural Language Analysis for Experience
Sharing in Educational Contexts
Proceedings of the
International Symposium on Innovation in Information &
Communication Technology -ISIICT 2001, May 28-29,2002,
Amman,
Jordan. [Abstract]
Abdelhamid Bouchachia, Roland Mittermeir
SyRS: A
Systemic Retrieval System
Proceedings of the
International Conference on Fuzzy Systems and Knowledge Discovery
November 18-22, 2002, Singapore. [Abstract]
2001Abdelhamid Bouchachia, Roland
Mittermeir
Coping with Uncertainty in Software
RetrievalSystems
Proceedings of the 2nd
International Workshop on SoftComputing Applied to Software
Engineering (SCASE'01), February 8-9, 2001, Enschede, The
Netherlands, pp. 31-40. [Abstract]
Abdelhamid Bouchachia, Roland Mittermeir
Feature
Selection for an Adaptive Categorization
Proceedings
of the International Conference on Software Engineering, Artificial
Intelligence, Networking & Parallel/Distributed
Computing-(SNPD'01), August 20-22, 2001, Nagoya, Japan, IACIS,
pp.487-494. [Abstract]
Abdelhamid Bouchachia, Roland Mittermeir
Document Identification by Shallow Semantic
Analysis
Lecture Notes in Computer Science, 1959,
pp:190-101, 2001
Abdelhamid Bouchachia
Information Retrieval Techniques for Software
Retrieval
Ph.D. thesis, Klagenfurt, October-2001
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