Olli Simula

发表

The Optimal Utilization of Multi-Service SCP

Tang Haitao, Olli Simula, 1997 .

Analysis of industrial systems using the self-organizing map

Olli Simula, Juha Vesanto, Petri Vasara, 1998, 1998 Second International Conference. Knowledge-Based Intelligent Electronic Systems. Proceedings KES'98 (Cat. No.98EX111).

Experiences from operational cloud classifier based on self-organizing map

Olli Simula, Ari Visa, Kimmo Valkealahti, 1994, Defense, Security, and Sensing.

Interpretation and comparison of multivariate data partitions

Olli Simula, Esa Alhoniemi, 2001, ESANN.

Patient Grouping Using Self-Organizing Map

Olli Simula, Jari Kangas, T. Pessi, 1995 .

A Self-Organizing Map for Clustering Probabilistic Models

Olli Simula, Volker Tresp, Jaakko Hollmén, 1999 .

ICANN-91 — International conference on artificial neural networks: Helsinki University of Technology, Espoo, Finland, June 24–28, 1991

Olli Simula, 1991 .

Process State Monitoring Based on Data Mining in Hot Rolling

Olli Simula, L. Cser, Antti Korhonen, 1999 .

Improving design feedback equaliser performance using neural networks

Olli Simula, Kimmo Raivio, Jukka Henriksson, 1991 .

1987 International Conference on Communication Technology (ICCT)

Olli Simula, Risa Ab, Richard Blake, 1988 .

Time series prediction competition: The CATS benchmark

Erkki Oja, Michel Verleysen, Amaury Lendasse, 2007, Neurocomputing.

Operational Cloud Classifier Based on the Topological Feature Map

Olli Simula, Ari Visa, Kimmo Valkealahti, 1993 .

Feature Selection with Self-Organizing Feature Map

Olli Simula, Ari Visa, Kimmo Valkealahti, 1994 .

Development of a Cloud Classifier

Olli Simula, Ari Visa, Kimmo Valkealahti, 1995 .

Knowledge Based Methods in Modelling of Rolling

Olli Simula, L. Cser, J. Larkiola, 1998 .

A Methodology for Building Regression Models using Extreme Learning Machine: OP-ELM

Amaury Lendasse, Olli Simula, Christian Jutten, 2008, ESANN.

Performance of an experimental data flow architecture for signal processing

Olli Simula, Jorma Skyttä, Klaus Kronlöf, 1982, ICASSP.

Cloud detection based on texture segmentation by neural network methods

Olli Simula, Ari Visa, Kimmo Valkealahti, 1991, [Proceedings] 1991 IEEE International Joint Conference on Neural Networks.

An approach to automated interpretation of SOM

Olli Simula, Juha Vesanto, Petri Vasara, 2001, WSOM.

Circuit paradigm in the 21

Olli Simula, Timo Veijola, Martti Valtonen, 2001 .

Signal processor code generation: an analytic study and practical consideration

Olli Simula, I. Hartimo, O. Hyvarinen, 1988, 1988., IEEE International Symposium on Circuits and Systems.

Application of Neural Networks for Modelling of Rolling and Annealing of Steel Strip

Olli Simula, L. Cser, Antti Korhonen, 1998 .

WITHDRAWN: Special issue on “Time series prediction competition: The CATS benchmark”

Erkki Oja, Michel Verleysen, Amaury Lendasse, 2007 .

OP-ELM: Optimally Pruned Extreme Learning Machine

Amaury Lendasse, Olli Simula, Christian Jutten, 2010, IEEE Transactions on Neural Networks.

Self-Organizing Operator Maps in Complex System Analysis

Olli Simula, Kimmo Raivio, Pasi Lehtimäki, 2003, ICANN.

Mobile radio access network monitoring using the self-organizing map

Olli Simula, Kimmo Raivio, Pasi Lehtimäki, 2002, ESANN.

Analysis and Modeling of Complex Systems Using the Self-Organizing Map

Olli Simula, Esa Alhoniemi, Juha Vesanto, 1999 .

PERFORMANCE EVALUATION OF SELF-ORGANIZING MAP BASED NEURAL EQUALIZERS IN DYNAMIC DISCRETE-SIGNAL DETECTION

Olli Simula, Teuvo Kohonen, Kimmo Raivio, 1991 .

Neural analysis of mobile radio access network

Olli Simula, Kimmo Raivio, Jaana Laiho, 2001, Proceedings 2001 IEEE International Conference on Data Mining.

Neural detection of QAM signal with strongly nonlinear receiver

Olli Simula, Kimmo Raivio, Jukka Henriksson, 1998, Neurocomputing.

Macadamia: Master's Programme in Machine Learning and Data Mining

Erkki Oja, Juha Karhunen, Antti Honkela, 2008 .

Engineering applications of the self-organizing map

Erkki Oja, Olli Simula, Ari Visa, 1996, Proc. IEEE.

Neural adaptation for optimal traffic shaping in telephone systems

Olli Simula, T. Haitao, 1995, Proceedings of ICNN'95 - International Conference on Neural Networks.

Combining linear equalization and self-organizing adaptation in dynamic discrete-signal detection

Olli Simula, Olli Ventä, Teuvo Kohonen, 1990, 1990 IJCNN International Joint Conference on Neural Networks.

Extending Extreme Learning Machine with Combination Layer

Amaury Lendasse, Olli Simula, Dusan Sovilj, 2013, IWANN.

Extreme Learning Machine: A Robust Modeling Technique? Yes!

Amaury Lendasse, Olli Simula, Anton Akusok, 2013, IWANN.

DFSP: A Data Flow Signal Processor

Olli Simula, Jorma Skyttä, Klaus Kronlöf, 1986, IEEE Transactions on Computers.

Process Monitoring and Modeling Using the Self-Organizing Map

Olli Simula, Esa Alhoniemi, Juha Vesanto, 1999, Integr. Comput. Aided Eng..

Developing chemometrics with the tools of information sciences (CHESS) - MASIT23

Olli Simula, Francesco Corona, Amaury Lendasse, 2007 .

Prediction Models and Sensitivity Analysis of Industrial Process Parameters by Using the Self-Organizing Map

Olli Simula, Jaakko Hollmén, 1996 .

Circuit paradigm in the 21st century : ECCTD '01 : Proceedings of the 15th European Conference on Circuit Theory and Design, Helsinki University of Technology, Finland, 28th - 31st August 2001

Olli Simula, Timo Veijola, Martti Valtonen, 2001 .

European Symposium on Times Series Prediction

Amaury Lendasse, Timo Honkela, Olli Simula, 2010, Neurocomputing.

Interpretation and Comparison of Multidimensional Data Partitions

Olli Simula, Esa Alhoniemi, O. Simula, 2001 .

Models from data Analysis of Industrial Processes and Telecommunication Systems

Olli Simula, Esa Alhoniemi, Jaakko Hollmén, 2001 .

A learning vector quantization algorithm for probabilistic models

Olli Simula, Volker Tresp, Jaakko Hollmén, 2000, 2000 10th European Signal Processing Conference.

Process Monitoring and Visualisation Using Self-Organizing Maps

Olli Simula, Jari Kangas, 1995 .

Data mining in improving the geometric quality parameters of hot rolled strips

Olli Simula, L. Cser, Antti Korhonen, 1999 .

Self-Organizing Feature Maps in Texture Classification and Segmentation

Olli Simula, Ari Visa, O. Simula, 1992 .

Neural Receiver Structures Based on Self-Organizing Maps in Nonlinear Multipath Channels

Olli Simula, Kimmo Raivio, Jukka Henriksson, 1997 .

History of Nordic Computing 4 - 4th IFIP WG 9.7 Conference, HiNC4, Revised Selected Papers

Olli Simula, Yrjö Neuvo, 2015 .

Reliable Steganalysis Using a Minimum Set of Samples and Features

Amaury Lendasse, Olli Simula, Christian Jutten, 2009, EURASIP J. Inf. Secur..

Quality Control of Hot Rolling Mills Based on Data Mining and Knowledge Discovery

Olli Simula, L. Cser, P. Ruha, 2000 .

The SOM Based Data Mining in Hot Rolling

Olli Simula, L. Cser, J. Larkiola, 1998 .

Analysis of Complex Systems Using the Self-Organizing Map

Olli Simula, Esa Alhoniemi, Juha Vesanto, 1997, ICONIP.

SOM Based Analysis of Pulping Process Data

Olli Simula, Esa Alhoniemi, O. Simula, 1999, IWANN.

Neural Network Based Cloud Classifier

Olli Simula, Ari Visa, Kimmo Valkealahti, 1995 .

A Fast Microprogrammed Digital Filter Supporting Early Signal Processing Research

Olli Simula, Yrjö Neuvo, 2014, History of Nordic Computing.

Recent Advances & Trends In Data Communications Networks

Olli Simula, Richard Blake, Siemens Communica, 1988 .

Performance of two neural receiver structures in the presence of co-channel interference

Olli Simula, Kimmo Raivio, Jukka Henriksson, 1997, Proceedings of International Conference on Neural Networks (ICNN'97).

TROP-ELM: A double-regularized ELM using LARS and Tikhonov regularization

Amaury Lendasse, Olli Simula, Mark van Heeswijk, 2011, Neurocomputing.

Advanced analysis methods for 3G cellular networks

K. Hatonen, Olli Simula, Kimmo Raivio, 2005, IEEE Transactions on Wireless Communications.

An Operational Cloud Classifier Based on a Self-Organized Texture Map

Olli Simula, Ari Visa, Kimmo Valkealahti, 1993 .

Self-Organising Maps (SOM) in Hot Rolling

Olli Simula, L. Cser, P. Ruha, 2000 .

CIRP International Seminar on Intelligent Computation in Manufacturing Eng., ICME'98, Capri, July 1-3, 1998

Olli Simula, L. Cser, Antti Korhonen, 1998 .

Time Series Benchmarking Competition: The CATS Benchmark

Erkki Oja, Amaury Lendasse, Olli Simula, 2004 .

Enhancing SOM Based Data Visualization

Olli Simula, Juha Vesanto, Johan Himberg, 1998 .

Ensemble Modeling with a Constrained Linear System of Leave-One-Out Outputs

Michel Verleysen, Amaury Lendasse, Olli Simula, 2010, ESANN.

2nd International Conference on Intelligent Processing and Manufacturing of Materials, IPMM'99, Honolulu, July 10-15, 1999

Olli Simula, L. Cser, Antti Korhonen, 1999 .

Process Monitoring and Visualization Using Self-Organizing Maps

Olli Simula, Jari Kangas, J. Kangas, 1995 .

Minimal Learning Machine: A New Distance-Based Method for Supervised Learning

Amaury Lendasse, Olli Simula, Francesco Corona, 2013, IWANN.

Quality Prediction based on Knowledge Extraction in Hot Rolling

Olli Simula, P. Ruha, L. Cser, 2001 .

Monitoring industrial processes using the self-organizing map

Olli Simula, Esa Alhoniemi, Jussi Ahola, 1999, SMCia/99 Proceedings of the 1999 IEEE Midnight - Sun Workshop on Soft Computing Methods in Industrial Applications (Cat. No.99EX269).

Une méthodologie pour la Sélection de Variables pour la Stéganalyse A Feature Selection Methodology for Steganalysis

Amaury Lendasse, Yoan Miche, Olli Simula, 2009 .

Monitoring and Modeling of Complex Processes Using the Self-Organizing Map

Olli Simula, Esa Alhoniemi, Juha Vesanto, 1996 .

Digital lattice filters with reduced number of multipliers

Olli Simula, Yrjö Neuvo, 1976, ICASSP.

Age-Boosting Page Replacement Scheme

K. Raatikainen, Olli Simula, Haitao Tang, 1997 .

Self-Organizing map in analysis of large-scale industrial systems

Olli Simula, Esa Alhoniemi, Juha Vesanto, 1999 .

Advantages of Using Feature Selection Techniques on Steganalysis Schemes

Amaury Lendasse, Olli Simula, Christian Jutten, 2007, IWANN.