Research Page

Nowadays, the supplementary materials and datasets of research papers are published mostly in external repositories and services. On this page are some older ones whose links have been provided in earlier papers:

• Snapshot of codes to accompany my 2016 PhD thesis, git repo to be published later (when there is time to return to the thesis things... 3 past years have not enabled such a time window (status Feb/2020)).
• alpha1vs2_wcci2010.zip -- Matlab scripts to reproduce the experiments and visualizations of our paper presented in WCCI 2010.

List of my Publications and Presentations

Articles in refereed journals

• Malola, Sami; Nieminen, Paavo; Pihlajamäki, Antti; Hämäläinen, Joonas; Kärkkäinen, Tommi; Häkkinen, Hannu A method for structure prediction of metal-ligand interfaces of hybrid nanoparticles. Nature Communications, 10, 3973. 2017. DOI: 10.1038/s41467-019-12031-w
• Asghar, M. Z., Nieminen, P., Hämäläinen S., Ristaniemi T., Imran, M. A., Hämäläinen T. , Towards Proactive Context-Aware Self-Healing for 5G Networks Computer Networks 128, 5-13, 2017. DOI 10.1016/j.comnet.2017.04.053
• Asghar, M. Z., Nieminen, P., Hämäläinen S., Ristaniemi T., Imran, M. A., Hämäläinen T. , Cell Degradation Detection based on an Inter-Cell Approach International Journal of Digital Content Technology and its Applications (JDCTA) 11(1), 2017. Link to PDF in Publisher's Site
• Nieminen, P., Pölönen, I., Sipola, T., Research literature clustering using diffusion maps Journal of Informetrics, 7(4), 874-886, 2013. Original Article via ScienceDirect
• Heikkola, E., Miettinen, K., Nieminen, P., Multiobjective Optimization of an Ultrasonic Transducer using NIMBUS, Ultrasonics, 44(4), 368-380, 2006. Original Article via ScienceDirect

Conference papers

(konferenssijulkaisut)

• Nieminen P., Kärkkäinen T. Multicriteria optimized MLP for imbalanced learning 24th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (pp. 459-464). ESANN 2016,
• Nieminen P., Kärkkäinen T., Luostarinen K., Muhonen J. Neural Prediction of Product Quality Based on Pilot Paper Machine Process Measurements International Conference on Adaptive and Natural Computing Algorithms, ICANNGA '11, Ljubljana, Slovenia, April 2011
• Nieminen, P., Kärkkäinen, T., Comparison of MLP Cost Functions to Dodge Mislabeled Training Data, The 2010 International Joint Conference on Neural Networks (IJCNN) ( IEEE World Congress on Computational Intelligence WCCI 2010), Barcelona, Spain, 18-23 July, 2010.
• Nieminen, P., Kärkkäinen, T., Ideas About a Regularized MLP Classifier by Means of Weight Decay Stepping, International Conference on Adaptive and Natural Computing Algorithms, ICANNGA '09, Kuopio, Finland, 23-25 April, 2009.

Reports in the series of our own department

(Julkaisut laitoksemme raporttisarjassa)

• Ivannikov, A., Nieminen, P., Kärkkäinen, T., A Beamforming Framework for Detection of Underwater Sound-Emitting Objects Using Acoustic Sensor Arrays, Reports of the Department of Mathematical Information Technology, Series C, Software and Computational Engineering No. C 5/2010, University of Jyväskylä, Jyväskylä, 2010.
• Averbuch, A., Kärkkäinen, T., Neittaanmäki, P., Nieminen, P., Rabin, N., Zheludev, V., Applications of Dimension Reduction, Classification, and Neural Prediction for Industrial Process Data , Reports of the Department of Mathematical Information Technology, Series C, Software and Computational Engineering No. C 4/2010, University of Jyväskylä, Jyväskylä, 2010.
• Nieminen, P., Rabin, N., Kärkkäinen, T., Averbuch, A., Äyrämö, S., Robust Clustering and Neural Network Training with Dimension Reduction for Industrial Use, Reports of the Department of Mathematical Information Technology, Series C, Software and Computational Engineering No. C 3/2010, University of Jyväskylä, Jyväskylä, 2010.
• Heikkola, E., Miettinen, K., Nieminen, P., Applying IND-NIMBUS to a Design Problem in High-Power Ultrasonics, Reports of the Department of Mathematical Information Technology, Series B, Scientific Computing, No. B 6/2005, University of Jyväskylä, Jyväskylä, 2005.
• Nieminen, P., Interface Between Modeling Software Numerrin and Multiobjective Optimization Tool NIMBUS , Reports of the Department of Mathematical Information Technology, Series B, Scientific Computing, No. B 5/2005, University of Jyväskylä, Jyväskylä, 2005.

Paavo Nieminen <nieminen@jyu.fi>