Publications (304)

A4 Article in conference proceedings

3D Matrix-Based Visualization System of Association Rules (2017)

CIT 2017 : 17th IEEE International Conference on Computer and Information Technology, 357-362, http://doi.org/10.1109/CIT.2017.39

Wang, Biying; Zhang, Tingting; Chang, Zheng; Ristaniemi, Tapani; Liu, Guohua

A3 Book section, Chapters in research books

3D Printing : Challenging Existing Business Models (2017)

Phantom Ex Machina : Digital Disruption’s Role in Business Model Transformation, 163-174, http://doi.org/10.1007/978-3-319-44468-0_10, OA

Hämäläinen, Mervi; Ojala, Arto

A4 Article in conference proceedings

Activity Trackers Influencing Motivation and Awareness: Study Among Fitness Centre Members (2017)

Bled 2017 : Proceedings of the 30th Bled eConference. Digital Transformation : From Connecting Things to Transforming Our Lives, 295-311, http://doi.org/10.18690/978-961-286-043-1.21, OA

Kettunen, Eeva; Kari, Tuomas; Hassandra, Mary; Critchley, Will; Doğan, Umut

A4 Article in conference proceedings

Adapting Downlink Power in Fronthaul-Constrained Hierarchical Software-Defined RANs (2017)

WCNC 2017 : 2017 IEEE Wireless Communications and Networking Conference, Proceedings, http://doi.org/10.1109/WCNC.2017.7925773

Chen, Xianfu; Han, Zhu; Chang, Zheng; Xue, Guoliang; Zhang, Honggang; Bennis, Mehdi

A1 Journal article (refereed)

Adaptive Independent Vector Analysis for Multi-Subject Complex-Valued fMRI Data (2017)

Journal of Neuroscience Methods, 281 (0), 49-63, http://doi.org/10.1016/j.jneumeth.2017.01.017, OA

Kuang, Li-Dan; Lin, Qiu-Hua; Gong, Xiao-Feng; Cong, Fengyu; Calhoun, Vince D.

A1 Journal article (refereed)

A Data-Driven Surrogate-Assisted Evolutionary Algorithm Applied to a Many-Objective Blast Furnace Optimization Problem (2017)

Materials and Manufacturing Processes, 32 (10), 1172-1178, http://doi.org/10.1080/10426914.2016.1269923, OA

Chugh, Tinkle; Chakraborti, Nirupam; Sindhya, Karthik; Jin, Yaochu

A1 Journal article (refereed)

A family of models with blue sky catastrophes of different classes (2017)

Regular and Chaotic Dynamics, 22 (5), 551-565, http://doi.org/10.1134/S1560354717050069

Kuptsov, Pavel V.; Kuznetsov, Sergey P.; Stankevich, Nataliya

A4 Article in conference proceedings

Age Differences in Technology Readiness and Its Effects on Information System Acceptance and Use : The Case of Online Electricity Services in Finland (2017)

Bled 2017 : Proceedings of the 30th Bled eConference. Digital Transformation : From Connecting Things to Transforming Our Lives, 403-420, http://doi.org/10.18690/978-961-286-043-1, OA

Makkonen, Markus; Frank, Lauri; Koivisto, Kerttuli

A1 Journal article (refereed)

A Multi-Position Calibration Method for Consumer-Grade Accelerometers, Gyroscopes, and Magnetometers to Field Conditions (2017)

IEEE Sensors Journal, 17 (11), 3470-3481, http://doi.org/10.1109/JSEN.2017.2694488, OA

Särkkä, Olli; Nieminen, Tuukka; Suuriniemi, Saku; Kettunen, Lauri

A1 Journal article (refereed)

Analysis of Direct-On-Line Synchronous Reluctance Machine Start-Up Using a Magnetic Field Decomposition (2017)

IEEE Transactions on Industry Applications, 53 (3), 1852-1859, http://doi.org/10.1109/TIA.2016.2642891

Tampio, Juha; Känsäkangas, Tero; Suuriniemi, Saku; Kolehmainen, Jere; Kettunen, Lauri; Ikäheimo, Jouni

A4 Article in conference proceedings

An Intelligent Learning Support System (2017)

CSEDU 2017 : Proceedings of the 9th International Conference on Computer Supported Education. Vol. 1, 217-225, http://doi.org/10.5220/0006252102170225, OA

Gavriushenko, Mariia; Khriyenko, Oleksiy; Tuhkala, Ari

A4 Article in conference proceedings

Anomaly detection approach to keystroke dynamics based user authentication (2017)

ISCC 2017 : Proceedings of the 2017 IEEE Symposium on Computers and Communications, 885-889, http://doi.org/10.1109/ISCC.2017.8024638, OA

Ivannikova, Elena; David, Gil; Hämäläinen, Timo

A4 Article in conference proceedings

A Novel Model for Cybersecurity Economics and Analysis (2017)

CIT 2017 : 17th IEEE International Conference on Computer and Information Technology, 274-279, http://doi.org/10.1109/CIT.2017.65, OA

Rathod, Paresh; Hämäläinen, Timo

A1 Journal article (refereed)

A plasticity model for predicting the rheological behavior of paperboard (2017)

International Journal of Solids and Structures, 106-107 (0), 38-45, http://doi.org/10.1016/j.ijsolstr.2016.11.033, OA

Leppänen, Teemu; Erkkilä, Anna-Leena; Kouko, Jarmo; Laine, Valtteri; Sorvari, Joonas

A1 Journal article (refereed)

A posteriori estimates for a coupled piezoelectric model (2017)

Russian Journal of Numerical Analysis and Mathematical Modelling, 32 (4), 259-266, http://doi.org/10.1515/rnam-2017-0025, OA

Langer, Ulrich; Repin, Sergey; Samrowski, Tatiana

A1 Journal article (refereed)

A Posteriori Modelling-Discretization Error Estimate for Elliptic Problems with L ∞-Coefficients (2017)

Computational Methods in Applied Mathematics, 17 (3), http://doi.org/10.1515/cmam-2017-0015, OA

Weymuth, Monika; Sauter, Stefan; Repin, Sergey

G5 Doctoral dissertation (article)

Apperceiving visual elements in human-technology interaction design (2017)

Jyväskylä studies in computing, 261, OA

Silvennoinen, Johanna

A4 Article in conference proceedings

A Robust Minimal Learning Machine based on the M-Estimator (2017)

ESANN 2017 : Proceedings of the 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 383-388, OA

Kärkkäinen, Tommi; Gomes, Joao; Mesquita, Diego; Freire, Ananda; Junior, Amauri Souza

A2 Review article, Literature review, Systematic review

Artificial compound eye: a survey of the state-of-the-art (2017)

Artificial Intelligence Review, 48 (4), 573-603, http://doi.org/10.1007/s10462-016-9513-7

Wu, Sidong; Jiang, Tao; Zhang, Gexiang; Schoenemann, Brigitte; Neri, Ferrante; Zhu, Ming; Bu, Chunguang; Han, Jianda; Kuhnert, Klaus-Dieter

A4 Article in conference proceedings

A Serendipity-Oriented Greedy Algorithm for Recommendations (2017)

WEBIST 2017 : Proceedings of the 13rd International conference on web information systems and technologies. Volume 1, 32-40, http://doi.org/10.5220/0006232800320040, OA

Kotkov, Denis; Veijalainen, Jari; Wang, Shuaiqiang

A4 Article in conference proceedings

A short survey on nonlinear models of QPSK Costas loop (2017)

20th IFAC World Congress, Proceedings, IFAC Proceedings Volumes, 50, (1), 6525-6533, http://doi.org/10.1016/j.ifacol.2017.08.598, OA

Kuznetsov, Nikolay; Kuznetsova, O.A.; Leonov, G.A.; Yuldashev, M.V.; Yuldashev, R.V.

A4 Article in conference proceedings

A Simple Cluster Validation Index with Maximal Coverage (2017)

ESANN 2017 : Proceedings of the 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 293-298, OA

Jauhiainen, Susanne; Kärkkäinen, Tommi

A1 Journal article (refereed)

A Two-Phase Model of Resource Allocation in Visual Working Memory (2017)

Journal of Experimental Psychology : Learning, Memory, and Cognition, 43 (10), 1557-1566, http://doi.org/10.1037/xlm0000376, OA

Ye, Chaoxiong; Hu, Zhonghua; Li, Hong; Ristaniemi, Tapani; Qiang, Liu; Liu, Taosheng

G5 Doctoral dissertation (article)

Audience experience of commercial videos and feature length films : are they universal or culturally mediated? (2017)

Jyväskylä studies in computing, 265, OA

Canas-Bajo, Jose

G5 Doctoral dissertation (article)

Automatic knowledge discovery from sparse and large-scale educational data : case Finland (2017)

Jyväskylä studies in computing, 262, OA

Saarela, Mirka

G5 Doctoral dissertation (article)

Barriers to open e-learning in public administrations (2017)

Jyväskylä studies in computing, 275, OA

Stoffregen, Julia

A4 Article in conference proceedings

Behavior change types with Pokémon GO (2017)

FDG '17: Proceedings of the International Conference on the Foundations of Digital Games, 33, http://doi.org/10.1145/3102071.3102074, OA

Kari, Tuomas; Arjoranta, Jonne; Salo, Markus

A4 Article in conference proceedings

Beyond MAYA for Game-Changing Multisensory Design (2017)

Academic MindTrek'17 : Proceedings of the 21st International Academic MindTrek Conference, 147-153, http://doi.org/10.1145/3131085.3131113

Rousi, Rebekah; Silvennoinen, Johanna; Perälä, Piia; Jokinen, Jussi P. P.

A4 Article in conference proceedings

Biased GraphWalks for RDF Graph Embeddings (2017)

WIMS '17 : Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, 21, http://doi.org/10.1145/3102254.3102279, OA

Cochez, Michael; Ristoski, Petar; Ponzetto, Simone Paolo; Paulheim, Heiko

A4 Article in conference proceedings

BLPA: Bayesian learn-predict-adjust method for online detection of recurrent changepoints (2017)

IJCNN 2017 : Proceedings of the 2017 International Joint Conference on Neural Networks, 1916-1923, http://doi.org/10.1109/IJCNN.2017.7966085

Maslov, Alexandr; Pechenizkiy, Mykola; Pei, Yulong; Zliobaite, Indrè; Shklyaev, Alexander; Kärkkäinen, Tommi; Hollmén, Jaakko

A1 Journal article (refereed)

Career Transitions of eSports Athletes : A Proposal for a Research Framework (2017)

International Journal of Gaming and Computer-Mediated Simulations, 9 (2), 22-32, http://doi.org/10.4018/IJGCMS.2017040102

Salo, Markus

D2 Article in a professional book

Cell counting with gradient boosted convolutional neural networks (2017)

Koneoppimispohjaiset tekoälyratkaisut hyvinvointi- ja terveyssovelluksissa, Informaatioteknologian tiedekunnan julkaisuja / Jyväskylän yliopisto, 2017, 42, 40-47,

Ojala, Timo; Wirta, Erkki-Ville; Äyrämö, Sami; Kuopio, Teijo; Pölönen, Ilkka

A1 Journal article (refereed)

Cell Degradation Detection based on an Inter-Cell Approach (2017)

International Journal of Digital Content Technology and its Applications, 11 (1), 25-33, OA

Asghar, Muhammad; Nieminen, Paavo; Hämäläinen, Seppo; Ristaniemi, Tapani; Imran, Muhammed Ali; Hämäläinen, Timo

D1 Article in a trade journal

CHI-Mexico : Ten Years of the Mexican Conference on Human-Computer Interaction (2017)

Interactions, 24 (6), 86, http://doi.org/10.1145/3145627, OA

Santana-Mancilla, Pedro; Castro, Luis; Tentori, Monica; Rocha, Mario Moreno; Rodríguez, Marcela; Kujala, Tuomo

A4 Article in conference proceedings

Choosing of Optimal Reference Samples for Boreal Lake Chlorophyll A Concentration Modeling Using Aerial Hyperspectral Data (2017)

ISPRS SPEC3D 2017 : Frontiers in Spectral imaging and 3D Technologies for Geospatial Solutions, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLII-3/W3, 39-46, http://doi.org/10.5194/isprs-archives-XLII-3-W3-39-2017, OA

Erkkilä, Anna-Leena; Pölönen, Ilkka; Lindfors, A.; Honkavaara, E.; Nurminen, K.; Näsi, R.

A4 Article in conference proceedings

CitySearcher: A City Search Engine For Interests (2017)

SIGIR '17 : Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 1141-1144, http://doi.org/10.1145/3077136.3080742, OA

Maksoud, Mohamed Abdel; Pandey, Gaurav; Wang, Shuaiqiang

A4 Article in conference proceedings

Cluster Aggregation for Analyzing Event-Related Potentials (2017)

ISNN 2017 : Advances in Neural Networks: 14th International Symposium on Neural Networks, Proceedings, Part II, Lecture Notes in Computer Science, 10262, 507-515, http://doi.org/10.1007/978-3-319-59081-3_59

Mahini, Reza; Zhou, Tianyi; Li, Peng; Nandi, Asoke K.; Li, Huanjie; Li, Hong; Cong, Fengyu

A1 Journal article (refereed)

Cluster-based RF fingerprint positioning using LTE and WLAN signal strengths (2017)

International Journal of Wireless Information Networks, 24 (4), 413-423, http://doi.org/10.1007/s10776-017-0369-9, OA

Mondal, Riaz; Ristaniemi, Tapani; Turkka, Jussi

A4 Article in conference proceedings

Clustering Incomplete Spectral Data with Robust Methods (2017)

ISPRS SPEC3D 2017 : Frontiers in Spectral imaging and 3D Technologies for Geospatial Solutions, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLII-3/W3, 13-17, http://doi.org/10.5194/isprs-archives-XLII-3-W3-13-2017, OA

Äyrämö, Sami; Pölönen, Ilkka; Eskelinen, Matti

A1 Journal article (refereed)

Co-evolution between streaming and live music leads a way to the sustainable growth of music industry : Lessons from the US experiences (2017)

Technology in Society, 50 (0), 1-19, http://doi.org/10.1016/j.techsoc.2017.03.005, OA

Naveed, Kashif; Watanabe, Chihiro; Neittaanmäki, Pekka

A1 Journal article (refereed)

Co-evolution between trust in teachers and higher education toward digitally-rich learning environments (2017)

Technology in Society, 48 (0), 70-96, http://doi.org/10.1016/j.techsoc.2016.11.001, OA

Watanabe, Chihiro; Naveed, Kashif; Neittaanmäki, Pekka

A1 Journal article (refereed)

Coexistence between silent and bursting states in a biophysical Hodgkin-Huxley-type of model (2017)

Chaos, 27 (12), 123101, http://doi.org/10.1063/1.4986401

Stankevich, Nataliya; Mosekilde, Erik

A1 Journal article (refereed)

Coexistence of single- and multi-scroll chaotic orbits in a single-link flexible joint robot manipulator with stable spiral and index-4 spiral repellor types of equilibria (2017)

Nonlinear Dynamics, 90 (2), 1277-1299, http://doi.org/10.1007/s11071-017-3726-4

Jay Prakash Singh; K. Lochan; Kuznetsov, Nikolay; B. K. Roy

A1 Journal article (refereed)

Collaborative roles of temporoparietal junction and dorsolateral prefrontal cortex in different types of behavioural flexibility (2017)

Scientific Reports, 7 (0), 6415, http://doi.org/10.1038/s41598-017-06662-6, OA

Tei, Shisei; Fujino, Junya; Kawada, Ryosaku; Jankowski, Kathryn F.; Kauppi, Jukka-Pekka; van den Bos, Wouter; Abe, Nobuhito; Sugihara, Genichi; Miyata, Jun; Murai, Toshiya; et al.

A4 Article in conference proceedings

Collaborative-Startup (Co-Startup): The Role of Communities of Practices (2017)

SoftStart 2017 : 2017 IEEE/ACM 1st International Workshop on Software Engineering for Startups, Proceedings, 6-9, http://doi.org/10.1109/SoftStart.2017.5

Assyne, Nana

A4 Article in conference proceedings

Comparison of Functional Network Connectivity and Granger Causality for Resting State fMRI Data (2017)

ISNN 2017 : Advances in Neural Networks: 14th International Symposium on Neural Networks, Proceedings, Part II, Lecture Notes in Computer Science, 10262, 559-566, http://doi.org/10.1007/978-3-319-59081-3_65

Zhang, Ce; Lin, Qiu-Hua; Zhang, Chao-Ying; Hao, Ying-Guang; Gong, Xiao-Feng; Cong, Fengyu; Calhoun, Vince D.

A1 Journal article (refereed)

Comparison of Internal Clustering Validation Indices for Prototype-Based Clustering (2017)

Algorithms, 10 (3), 105, http://doi.org/10.3390/a10030105, OA

Hämäläinen, Joonas; Jauhiainen, Susanne; Kärkkäinen, Tommi

A4 Article in conference proceedings

Concept Analysis in Programming Language Research : Done Well It Is All Right (2017)

Onward! 2017 : Proceedings of the 2017 ACM SIGPLAN International Symposium on New Ideas, New Paradigms, and Reflections on Programming and Software, 246-259, http://doi.org/10.1145/3133850.3133868, OA

Kaijanaho, Antti-Juhani

G5 Doctoral dissertation (article)

Conceptualizing the role of multidisciplinarity and student perceptions of university-industry collaboration in project-based learning (2017)

Jyväskylä studies in computing, 264, OA

Heikkinen, Juho

A4 Article in conference proceedings

Conceptualizing the Value Co-Destruction Process for Service Systems : Literature Review and Synthesis (2017)

Proceedings of the 50th Hawaii International Conference on System Sciences (HICSS 2017), 1632-1641, http://doi.org/10.24251/hicss.2017.197, OA

Lintula, Juuli; Tuunanen, Tuure; Salo, Markus