| 1997 | 
| 1 | 
Paper | 
Pekka Kähkipuro, Lea Kutvonen, and Liisa Marttinen:
Federated naming in an ODP environment 
Joint International Conference on
Open Distributed Processing (ICODP) and Distributed Platforms (ICDP),
May 1997. Publ. Chapman and Hall: 314-326. 
 | 
| 2 | 
Paper | 
Pekka Orponen:
Computing with truly asynchronous threshold logic networks 
Theoret. Computer Science 174 (1997): 97-121
 | 
| 1996 | 
| 1 | 
Paper | 
Petri Kutvonen, and Lea Kutvonen:
Measured performance of a special-purpose database engine for distributed system
software 
Computer Communications Journal, January 1996: 22-29
 | 
| 2 | 
Paper | 
Lea Kutvonen:
Overview of the DRYAD trading system implementation 
The IFIP/IEEE International Conference on
Distributed Platforms, February 1996, Publ. Chapman and Hall: 314-326
 | 
| 3 | 
Paper | 
Kimmo Raatikainen:
Design Issues and Experimental Database Architecture for Telecommunications 
Intelligent Networks and New Services, Chapman & Hall, 1996: 121-139
 | 
| 4 | 
Paper | 
P. Orponen:
The computational power of discrete Hopfield nets with hidden units 
Neural Computation 8 (1996): 403-415
 | 
| 5 | 
Paper | 
K. Hätönen, M. Klemettinen, H. Mannila, P. Ronkainen, and H. Toivonen:
Knowledge Discovery from
Telecommunication Network Alarm Databases 
12th International Conference on Data Engineering (ICDE'96),
New Orleans, Louisiana, February 1996. IEEE Computer Society Press: 115-122
 | 
| 6 | 
Paper | 
Heikki Mannila and Hannu Toivonen:
Multiple uses of frequent sets and condensed representations 
Second International Conference on Knowledge Discovery and
Data Mining (KDD'96), Portland, Oregon, August 1996. AAAI Press: 189-194
 | 
| 7 | 
Paper | 
Heikki Mannila and Hannu Toivonen:
On an algorithm for finding all interesting sentences 
Cybernetics and Systems (EMCSR'96), Vienna, Austria, April 1996.
Austrian Society for Cybernetic Studies: 973-978
 | 
| 8 | 
Paper | 
K. Hätönen, M. Klemettinen, H. Mannila, P. Ronkainen, and H. Toivonen:
TASA: Telecommunications Alarm Sequence Analyzer, or
How to enjoy faults in your network 
IEEE/IFIP 1996 Network Operations and Management
Symposium (NOMS'96), Kyoto, Japan, April 1996. IEEE: 520-529
 | 
| 9 | 
Paper | 
H. Mannila and H. Toivonen:
Discovering generalized episodes using minimal occurrences 
Second International Conference on Knowledge Discovery and Data Mining (KDD'96),
Portland, Oregon, August 1996. AAAI Press: 146-151
 | 
| 10 | 
Paper | 
Kimmo E. E. Raatikainen:
Simulation-based Estimation of Variability in Queueing Systems 
To appear in Int. Journal of Simulation: Practice
 | 
| 11 | 
Paper | 
Russell Greiner, and Pekka Orponen:
Probably approximately optimal satisficing strategies 
Artificial Intelligence 82 (1996): 21-44 | 
| 12 | 
Paper | 
H. Buhrman, and Pekka Orponen:
random strings make hard instances 
J. Comput. System Sciences 53 (1996): 261-266
 | 
| 1995 | 
| 1 | 
Paper | 
Greger Lindén: and A. Inkeri Verkamo:
An Interface between Different Software Development
Environments 
The Proceedings of the Tenth KnowledgeBased Software Engineering
Conference, Boston, Massachusetts.
IEEE Computer Society Press, November 1995: 79-87
 | 
| 2 | 
Paper | 
A. Inkeri Verkamo and Greger Lindén:
Problems in Interfacing Tools of
Different Development Environments 
Proceedings of the Seventh International Conference on Software
Engineering and Knowledge Engineering, June 1995: 429-437
 | 
| 3 | 
Paper | 
Lea Kutvonen:
Achieving interoperability through ODP Trading function 
The Second International Symposium on
Autonomous Decentralized systems (ISADS'95).
Arizona, April 1995, Publ. IEEE Computer Society: 63-69 
 | 
| 4 | 
Paper | 
Lea Kutvonen:
Supporting transition to open, heterogeneous computing environment 
TINA'95: Integrating
Telecommunications and Distributed Computing - from Concept to Reality.
Melbourne, February 1995: 55-66
 | 
| 5 | 
Paper | 
Mika Liljeberg, Timo Alanko, Markku Kojo, Heimo Laamanen,
and Kimmo Raatikainen:
Optimizing World-Wide Web for Weakly Connected Mobile
Workstations: An Indirect Approach 
Proceedings of SDNE'95 (June 5-6, 1995, Whistler Canada).
 | 
| 6 | 
Paper | 
Petri Myllymäki and Henry Tirri:
Constructing computationally efficient Bayesian models via unsupervised clustering 
Probabilistic Reasoning and Bayesian Belief Networks, edited by A.Gammerman.
Alfred Waller Publishers, Suffolk 1995: 237-248 
 | 
| 7 | 
Paper | 
Petri Myllymäki:
Mapping Bayesian Networks to Boltzmann Machines 
Proceedings of Applied Decision Technologies 1995
(London, April 1995): 269-280.
 | 
| 8 | 
Paper | 
Heikki Mannila, Hannu Toivonen, and A. Inkeri Verkamo:
Discovering frequent episodes in sequences 
 First International Conference on Knowledge Discovery and
 Data Mining (KDD'95), 
 Montreal, Canada, August 1995. AAAI Press: 210 - 215
 | 
| 9 | 
Paper | 
H. Toivonen, M. Klemettinen, P. Ronkainen, K. Hätönen, and H. Mannila:
Pruning and grouping discovered association rules 
MLnet Workshop on Statistics, Machine Learning, and Discovery in Databases,
Heraklion, Crete, Greece, April 1995: 47-52
 | 
| 10 | 
Paper | 
Kimmo E. E. Raatikainen:
Accuracy of Estimates for Dynamic Properties of Queueing Systems in Interactive Simulation 
International Journal in Computer Simulation 5, 3 (1995): 305-326
 | 
| 11 | 
Paper | 
Kimmo E. E. Raatikainen:
Simulation-Based Estimation of Proportions 
Management Science 41, 7 (July 1995): 1202-1223 | 
| 12 | 
Paper | 
Kimmo E. E. Raatikainen:
Simultaneous Sequential Confidence Intervals of Fixed Widths for Several Means Using Bonferroni Inequality 
Unpublished report.
 | 
| 13 | 
Paper | 
Pekka Orponen:
The computational power of continuous time neural networks
(Preliminary version) 
Report nc-tr-95-05, Royal Holloway University of London, Egham, Surrey, gbRoyal Holloway University of London, Egham, Surrey, Great Britain, 1995.Unpublished report.
 | 
| 1994 | 
| 1 | 
Paper | 
Henry Tirri and Greger Lindén:
ALCHEMIST - an object-oriented tool to build transformations
between Heterogeneous Data Representations. 
Hesham El-Rewini and Bruce D. Shriver, editors, Proceedings of the
Twenty-Seventh Annual Hawaii International Conference on System Sciences,
volume II, January 1994. IEEE Computer Society Press: 226-235
 | 
| 2 | 
Paper | 
A. Inkeri Verkamo: 
Cooperation of KBS Development Environments
and CASE Environments. 
Proceedings of the Sixth International Conference on Software
Engineering and Knowledge Engineering, June 1994: 358-365.
 | 
| 3 | 
Paper | 
Juha Taina: 
Problem Classes in Intelligent Network Database Design. 
Proceedings of the International Workshop on Intelligent Networks.
Aug. 8-9, 1994, Lappeenranta.     
 | 
| 4 | 
Paper | 
Kimmo Raatikainen:
Database Access in Intelligent Networks 
Proceedings of the International Workshop on Intelligent Networks.
Aug. 8-9, 1994, Lappeenranta. Also in Intelligent Networks, Chapman & Hall, 1995:
173-193
 | 
| 5 | 
Paper | 
Pekka Orponen:
Computational complexity of neural networks: A survey 
Nordic Journal of Computing 1 (1994): 94-110
 | 
| 6 | 
Paper | 
Petri Myllymäki and Henry Tirri:
Learning Bayesian prototype trees by simulated annealing 
Proceedings of the Conference on
Artificial Intelligence Research in Finland (Turku, Finland, August 1994), edited by C.Carlsson, T.Järvi and T.Reponen. Finnish Artificial
Intelligence Society, Helsinki 1994: 32-37
 | 
| 7 | 
Paper | 
Petri Myllymäki and Henry Tirri:
Learning in neural networks with Bayesian prototypes 
Proceedings of SOUTHCON'94 (Orlando, March 1994): 60-64 
 | 
| 8 | 
Paper | 
Petri Myllymäki and Henry Tirri:
MDL learning of probabilistic neural networks for discrete problem domains 
Proceedings of the IEEE World Congress on Computational Intelligence
(Orlando, June 1994): 1493-1497
 | 
| 9 | 
Paper | 
Petri Myllymäki and Henry Tirri:
Massively parallel case-based reasoning with probabilistic similarity metrics 
Topics in  Case-Based Reasoning, edited by S.Wess, K.-D.Althoff and M.Richter.
Lecture Notes in Artificial Intelligence, Volume 837. Springer   Verlag, 1994:
144-154
 | 
| 10 | 
Paper | 
Petri Myllymäki:
Using Bayesian networks for incorporating probabilistic a priori knowledge into Boltzmann machines 
Proceedings of SOUTHCON'94 (Orlando, March 1994): 97-102
 | 
| 11 | 
Paper | 
Heikki Mannila, Hannu Toivonen, and A. Inkeri Verkamo:
Efficient Algorithms for Discovering Association Rules 
AAAI Workshow on Knowledge Discovery in Databases, July 1994: 181-192
 | 
| 12 | 
Paper | 
M. Klemettinen, H. Mannila, P. Ronkainen, H. Toivonen, and I. Verkamo:
Finding interesting rules from large sets of
         discovered association rules 
Proceedings of the Third International Conference on Information and Knowledge
Management (CIKM'94), Gaithersburg, Maryland, November 1994. ACM Press: 401-407
 | 
| 13 | 
Paper | 
Tapio Elomaa:
In defense of C4.5: notes on learning one-level decision trees 
W. Cohen & H. Hirsh (eds.), Machine Learning: Proc. 11th
Intl. Conf. Morgan Kaufmann, 1994: 62-69
 | 
| 14 | 
Paper | 
Ian Sillitoe, and Tapio Elomaa:
Learning decision trees for mapping the local environment in mobile robot navigation 
Proc. MLC-COLT Workshop on Robot Learning. New Brunswick NJ, 1994: 119-125
 | 
| 1993 | 
| 1 | 
Paper | 
Lea Kutvonen, and Petri Kutvonen:
Broadening the User Environment with Implicit Trading
 
Proceedings of the IFIP TC6/WG6.1 International Conference on
Open Distributed Processing, Berlin, Germany, 13-16 September, 1993, Publ.
North-Holland: 157-168
 | 
| 2 | 
Paper | 
Kimmo E. E. Raatikainen:
Cluster Analysis and Workload Classification
 
Performance Evaluation Review 20, 4 (May 1993): 24-30
 | 
| 3 | 
Paper | 
Kimmo E. E. Raatikainen:
 A Framework for Evaluating the Performance of IN Services
 
Proceedings of the International Workshop on
Intelligent Networks. Aug. 10, 1993, Lappeenranta: 121-129
 | 
| 4 | 
Paper | 
Petri Myllymäki and Henry Tirri:
Bayesian case-based reasoning with neural networks
 
Proceedings of the IEEE International
Conference on Neural Networks (San Francisco, March 1993):
422-427
 | 
| 5 | 
Paper | 
Pekka Orponen:
On the computational power of discrete Hopfield nets
 
Proc. 20th Internat. Colloq. on Automata, Languages,
and Programming (Lund, Sweden, July 1993). Lecture Notes in
Computer Science 700, Springer-Verlag, Berlin Heidelberg, 1993:
215-226
 | 
| 6 | 
Paper | 
Kimmo E. E. Raatikainen:
A Sequential Procedure for Simultaneous Estimation of Several Means
 
ACM Transactions on Modeling and Computer Simulation 3, 2 (Apr. 1993): 108-133
 | 
| 1992 | 
| 1 | 
Paper | 
Kimmo E. E. Raatikainen:
Run Length Control Using Parallel Spectral Methods.
 
Proceedings of the 1992 Winter Simulation Conference.
(Dec. 13-16, 1992, Arlington.): 594-602
 | 
| 2 | 
Paper | 
Petri Myllymäki, Pekka Orponen, and Tomi Silander:
 Integrating symbolic reasoning with neurally represented background knowledge.
 
Proceedings of the Finnish AI Conference (Espoo, Finland, June 1992), edited by E. Hyvönen, J. Seppänen and M. Syrjänen.
Finnish AI Society, Helsinki, 1992: 231-240
 | 
| 3 | 
Paper | 
Patrik Floréen, Petri Myllymäki, Pekka Orponen, and Henry Tirri:
Neula: A hybrid neural-symbolic expert system shell.
 
Tietojenkäsittelytiede 3 (1992): 11-18. 
 | 
| 1989 | 
| 1 | 
Paper | 
Kimmo E. E. Raatikainen:
Approximating Response Time Distributions.
 
Proc. of the 1989 ACM SIGMETRICS and PERFORMANCE'89 Int.
Conf. on Measurement and Modeling of Computer Systems: 190-199
 | 
| 2 | 
Paper | 
Kimmo E. E. Raatikainen:
Experiences of Hierarchical Workload Modeling in Capacity Planning.
 
Proc. of CMG'89 Int. Conf. on
Management and Performance Evaluation of Computer Systems.
Computer Measurement Group: 284-292.
 |