Skip to content

Home Search Authors Pakistan News Saved

SciRah

SciRah does not host or store research papers. Results come live from free, official scholarly APIs, and every paper links back to its original source.

Data sources

OpenAlex
Semantic Scholar
Crossref
CORE
arXiv
PubMed

Privacy policy Terms of service

J. Tikka · SciRah

Researcher profile · Semantic Scholar

J. Tikka

Share profile

J. Tikka — researcher profile on SciRah

h-index: 13
Works: 33
Citations: 625

Most-cited papers

Multiresponse Sparse Regression with Application to Multidimensional Scaling
Timo Similä, J. Tikka
2005International Conference on Artificial Neural Networks127 citations
Semantic Scholar
Input selection and shrinkage in multiresponse linear regression
Timo Similä, J. Tikka
2007Computational Statistics & Data Analysis99 citations
Semantic Scholar
Predictive value of histopathologic parameters in early squamous cell carcinoma of oral tongue.
H. Keski-Säntti, T. Atula, J. Tikka, Jaakko Hollmén +2 more
2007Oral Oncology87 citations
Semantic Scholar
Classification of human cancers based on DNA copy number amplification modeling
S. Myllykangas, J. Tikka, T. Böhling, S. Knuutila +1 more
2008BMC Medical Genomics38 citations Open access
Semantic Scholar
Sequential input selection algorithm for long-term prediction of time series
J. Tikka, Jaakko Hollmén
2008Neurocomputing29 citations Open access
Semantic Scholar
Common Subset Selection of Inputs in Multiresponse Regression
Timo Similä, J. Tikka
2006The 2006 IEEE International Joint Conference on Neural Network Proceedings25 citations
Semantic Scholar
Simultaneous input variable and basis function selection for RBF networks
J. Tikka
2009Neurocomputing23 citations Open access
Semantic Scholar
Mixture Modeling of DNA Copy Number Amplification Patterns in Cancer
J. Tikka, Jaakko Hollmén, S. Myllykangas
2007International Work-Conference on Artificial and Natural Neural Networks21 citations
Semantic Scholar
Compact and Understandable Descriptions of Mixtures of Bernoulli Distributions
Jaakko Hollmén, J. Tikka
2007International Symposium on Intelligent Data Analysis17 citations
Semantic Scholar
Sparse Regression for Analyzing the Development of Foliar Nutrient Concentrations in Coniferous Trees
M. Sulkava, J. Tikka, Jaakko Hollmén
200617 citations
Semantic Scholar
Combined input variable selection and model complexity control for nonlinear regression
Timo Similä, J. Tikka
2009Pattern Recognition Letters14 citations
Semantic Scholar
Input Selection for Long-Term Prediction of Time Series
J. Tikka, Jaakko Hollmén, A. Lendasse
2005International Work-Conference on Artificial and Natural Neural Networks14 citations
Semantic Scholar
Input Selection for Radial Basis Function Networks by Constrained Optimization
J. Tikka
2007International Conference on Artificial Neural Networks13 citations
Semantic Scholar
An aging aircraft's wing under complex multiaxial spectrum loading: Fatigue assessment and repairing
K. Koski, J. Tikka, M. Bäckström, A. Siljander +2 more
200611 citations
Semantic Scholar
Functional prediction of unidentified lipids using supervised classifiers
L. Yetukuri, J. Tikka, Jaakko Hollmén, M. Orešič
2010Metabolomics10 citations
Semantic Scholar
Flight parameter based fatigue analysis approach for a fighter aircraft
J. Tikka
2008Aeronautical Journal10 citations
Semantic Scholar
Analysis of Fast Input Selection: Application in Time Series Prediction
J. Tikka, A. Lendasse, Jaakko Hollmén
2006International Conference on Artificial Neural Networks10 citations Open access
Semantic Scholar
Fatigue, residual strength and non-destructive tests of an aging aircraft’s wing detail
K. Koski, A. Siljander, M. Bäckström, S. Liukkonen +5 more
20098 citations
Semantic Scholar
Selection of important input variables for RBF network using partial derivatives
J. Tikka, Jaakko Hollmén
2008The European Symposium on Artificial Neural Networks8 citations
Semantic Scholar
FATIGUE LIFE EVALUATION OF CRITICAL LOCATIONS IN AIRCRAFT STRUCTURES USING VIRTUAL FATIGUE TEST
J. Tikka
20028 citations
Semantic Scholar
INPUT VARIABLE SELECTION METHODS FOR CONSTRUCTION OF INTERPRETABLE REGRESSION MODELS
J. Tikka
20087 citations
Semantic Scholar
Learning Linear Dependency Trees from Multivariate Time-series Data
J. Tikka, Jaakko Hollmén
20047 citations
Semantic Scholar
STRAIN GAUGE CAPABIILITIES IN CRACK DETECTION
J. Tikka, Risto Hedman, A. Siljander
20037 citations
Semantic Scholar
Wear of a Total Knee Replacement with Antioxidant UHMWPE and Gradually Varying Sagittal Curvature +
Dressler, S. Swope, J. Tikka, C. Hardaker +1 more
20113 citations
Semantic Scholar
Long-term prediction of time series using a parsimonious set of inputs and LS-SVM
J. Tikka, Jaakko Hollmén
20073 citations
Semantic Scholar
Parameter Based Fatigue Life Analysis, Influence of Training Data Selection to Analysis Performance
J. Tikka, J. Ahola, Mikko Hiirsalmi
20063 citations
Semantic Scholar
THE INFLUENCE OF DESIGN ON TKR MECHANIC S DURING ACTIVITIES OF D AILY LIVING
Dressler, S. Swope, J. Tikka, C. Hardaker +1 more
3 citations
Semantic Scholar
From Data to Knowledge Research Unit
H. Mannila, Jaakko Hollmén, K. Puolamäki, G. Garriga +8 more
20042 citations
Semantic Scholar
SOM in data mining
Esa Alhoniemi, J. Himberg, Jaakko Hollmén, S. Laine +8 more
20041 citations
Semantic Scholar
Failure management with data analysis
O. Simula, Jaakko Hollmén, K. Raivio, Miki Sirola +10 more
20080 citations
Semantic Scholar
of Training Data Selection to Analysis Performance
J. Tikka, Patria Aviation, J. Ahola, Mikko Hiirsalmi
20060 citations
Semantic Scholar
Intelligent data engineering
O. Simula, Jaakko Hollmen, S. Laine, K. Raivio +11 more
20040 citations
Semantic Scholar
Chapter 16 Data-based analysis of industrial processes
O. Simula, Miki Sirola, Jaakko Hollmén, Ignacio Díaz +7 more
0 citations
Semantic Scholar

Frequent co-authors

Invite them to SciRah by sharing their profile.

Jaakko Hollmén×16
Invite
Jaakko Hollmén — researcher profile on SciRah
Timo Similä×8
Invite
Timo Similä — researcher profile on SciRah
O. Simula×4
Invite
O. Simula — researcher profile on SciRah
Miki Sirola×4
Invite
Miki Sirola — researcher profile on SciRah

×3

Invite

S. Myllykangas — researcher profile on SciRah

Invite

M. Sulkava — researcher profile on SciRah

A. Siljander×3

Invite

A. Siljander — researcher profile on SciRah

Invite

J. Ahola — researcher profile on SciRah

Invite

S. Laine — researcher profile on SciRah

Pasi Lehtimäki×3

Invite

K. Raivio — researcher profile on SciRah

Jukka Parviainen×3

Invite

Jukka Parviainen — researcher profile on SciRah