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Jaakko Peltonen

tampere university

24H-index
164Paper Count
2.5KCitation Count
Published Papers 21
Publication Date
The many facets of fairness in recommender systems: Consumers, providers and items
err2025-11-12
err0
errOAAI
errReza Shafiloo; Maria Stratigi; Jaakko Peltonen; Thomas Olsson; Kostas Stefanidis
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Forecasting emergency department occupancy with advanced machine learning models and multivariable input☆
err2024-10-01
err2
errOAAI
errTuominen, Jalmari; Pulkkinen, Eetu; Peltonen, Jaakko; Kanniainen, Juho; Oksala, Niku; Palomaki, Ari; Roine, Antti
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What is the role of puberty in the development of islet autoimmunity and progression to type 1 diabetes?
err2023-04-20
err1
errOAAI
errPeltonen, Essi J.; Veijola, Riitta; Ilonen, Jorma; Knip, Mikael; Niinikoski, Harri; Toppari, Jorma; Virtanen, Helena E.; Virtanen, Suvi M.; Peltonen, Jaakko; Nevalainen, Jaakko
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Forecasting daily emergency department arrivals using high-dimensional multivariate data: a feature selection approach
err2022-05-17
err14
errOAAI
errTuominen, Jalmari; Lomio, Francesco; Oksala, Niku; Palomaki, Ari; Peltonen, Jaakko; Huttunen, Heikki; Roine, Antti
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Regression plane concept for analysing continuous cellular processes with machine learning
err2021-05-05
err8
errOAAI
errSzkalisity, Abel; Piccinini, Filippo; Beleon, Attila; Balassa, Tamas; Varga, Istvan Gergely; Migh, Ede; Molnar, Csaba; Paavolainen, Lassi; Timonen, Sanna; Banerjee, Indranil; Ikonen, Elina; Yamauchi, Yohei; Ando, Istvan; Peltonen, Jaakko; Pietiainen, Vilja; Honti, Viktor; Horvath, Peter
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Consumption of differently processed milk products in infancy and early childhood and the risk of islet autoimmunity
err2020-02-27
err11
errOAAI
errKoivusaari, Katariina; Syrjala, Essi; Niinisto, Sari; Takkinen, Hanna-Mari; Ahonen, Suvi; Akerlund, Mari; Korhonen, Tuuli E.; Toppari, Jorma; Ilonen, Jorma; Peltonen, Jaakko; Nevalainen, Jaakko; Knip, Mikael; Alatossava, Tapani; Veijola, Riitta; Virtanen, Suvi M.
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The usage of large data sets in online consumer behaviour: A bibliometric and computational text-mining-driven analysis of previous research
err2020-01-01
err71
errOAAI
errVanhala, Mika; Lu, Chien; Peltonen, Jaakko; Sundqvist, Sanna; Nummenmaa, Jyrki; Jarvelin, Kalervo
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A Joint Modeling Approach for Childhood Meat, Fish and Egg Consumption and the Risk of Advanced Islet Autoimmunity
err2019-05-23
err16
errOAAI
errSyrjala, Essi; Nevalainen, Jaakko; Peltonen, Jaakko; Takkinen, Hanna-Mari; Hakola, Leena; Akerlund, Mari; Veijola, Riitta; Ilonen, Jorma; Toppari, Jorma; Knip, Mikael; Virtanen, Suvi M.
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Interactive Intent Modeling for Exploratory Search
err2018-10-03
err42
errOAAI
errRuotsalo, Tuukka; Peltonen, Jaakko; Eugster, Manuel A.; Glowacka, Dorota; Floreen, Patrik; Myllymaki, Petri; Jacucci, Giulio; Kaski, Samuel
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What you see is what you can change: Human-centered machine learning by interactive visualization
err2017-12-01
err108
errOAAI
errSacha, Dominik; Sedlmair, Michael; Zhang, Leishi; Lee, John A.; Peltonen, Jaakko; Weiskopf, Daniel; North, Stephen C.; Keim, Daniel A.
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Genome-wide modeling of transcription kinetics reveals patterns of RNA production delays
err2015-10-05
err70
errOAAI
errHonkela, Antti; Peltonen, Jaakko; Topa, Hande; Charapitsa, Iryna; Matarese, Filomena; Grote, Korbinian; Stunnenberg, Hendrik G.; Reid, George; Lawrence, Neil D.; Rattray, Magnus
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Information retrieval approach to meta-visualization
err2014-10-03
err10
errOAAI
errPeltonen, Jaakko; Lin, Ziyuan
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Transfer learning using a nonparametric sparse topic model
err2013-07-01
err9
errOAAI
errFaisal, Ali; Gillberg, Jussi; Leen, Gayle; Peltonen, Jaakko
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Focused multi-task learning in a Gaussian process framework
err2012-06-16
err19
PREAI
errLeen, Gayle; Peltonen, Jaakko; Kaski, Samuel
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Machine learning for signal processing 2010
err2012-03-01
err1
PREAI
errPeltonen, Jaakko; Raiko, Tapani; Kaski, Samuel
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Dimensionality Reduction for Data Visualization
err2011-03-01
err40
PREAI
errKaski, Samuel; Peltonen, Jaakko
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Fault tolerant machine learning for nanoscale cognitive radio
err2011-02-01
err6
PREAI
errPajarinen, Joni; Peltonen, Jaakko; Uusitalo, Mikko A.
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