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2020 – today
- 2021
[j4]Carlos H. M. de Lima, Didier Belot, Rafael Berkvens
, André Bourdoux, Davide Dardari, Maxime Guillaud, Minna Isomursu, Elena Simona Lohan, Yang Miao, André Noll Barreto, Muhammad Reza Kahar Aziz, Jani Saloranta, Tachporn Sanguanpuak, Hadi Sarieddeen, Gonzalo Seco-Granados, Jaakko Suutala, Tommy Svensson, Mikko Valkama, Barend van Liempd, Henk Wymeersch:
Convergent Communication, Sensing and Localization in 6G Systems: An Overview of Technologies, Opportunities and Challenges. IEEE Access 9: 26902-26925 (2021)- [c14]Lauri Tuovinen, Jaakko Suutala:
Ontology-based Framework for Integration of Time Series Data: Application in Predictive Analytics on Data Center Monitoring Metrics. KEOD 2021: 151-161 - 2020
- [j3]Tuomo Alasalmi, Jaakko Suutala, Juha Röning, Heli Koskimäki:
Better Classifier Calibration for Small Datasets. ACM Trans. Knowl. Discov. Data 14(3): 34:1-34:19 (2020) - [i4]Tuomo Alasalmi, Jaakko Suutala, Heli Koskimäki, Juha Röning:
Better Multi-class Probability Estimates for Small Data Sets. CoRR abs/2001.11242 (2020) - [i3]Tuomo Alasalmi, Jaakko Suutala, Heli Koskimäki, Juha Röning:
Better Classifier Calibration for Small Data Sets. CoRR abs/2002.10199 (2020) - [i2]Samad Ali, Walid Saad, Nandana Rajatheva, Kapseok Chang, Daniel Steinbach, Benjamin Sliwa, Christian Wietfeld, Kai Mei, Hamid Shiri, Hans-Jürgen Zepernick, Thi My Chinh Chu, Ijaz Ahmad, Jyrki Huusko, Jaakko Suutala, Shubhangi Bhadauria, Vimal Bhatia, Rangeet Mitra, SaiDhiraj Amuru, Robert Abbas, Baohua Shao, Michele Capobianco, Guanghui Yu, Maëlick Claes, Teemu Karvonen, Mingzhe Chen, Maksym Girnyk, Hassan Malik:
6G White Paper on Machine Learning in Wireless Communication Networks. CoRR abs/2004.13875 (2020) - [i1]André Bourdoux, André Noll Barreto, Barend van Liempd, Carlos H. M. de Lima, Davide Dardari, Didier Belot, Elena Simona Lohan, Gonzalo Seco-Granados, Hadi Sarieddeen, Henk Wymeersch, Jaakko Suutala, Jani Saloranta, Maxime Guillaud, Minna Isomursu, Mikko Valkama, Muhammad Reza Kahar Aziz, Rafael Berkvens, Tachporn Sanguanpuak, Tommy Svensson, Yang Miao:
6G White Paper on Localization and Sensing. CoRR abs/2006.01779 (2020)
2010 – 2019
- 2018
- [c13]Tuomo Alasalmi, Heli Koskimäki, Jaakko Suutala, Juha Röning:
Getting More Out of Small Data Sets - Improving the Calibration Performance of Isotonic Regression by Generating More Data. ICAART (2) 2018: 379-386 - 2016
- [j2]Marko Höyhtyä, Aarne Mämmelä, Marina Eskola, Marja Matinmikko, Juha Kalliovaara, Jaakko Ojaniemi, Jaakko Suutala, Reijo Ekman, Roger B. Bacchus, Dennis Roberson:
Spectrum Occupancy Measurements: A Survey and Use of Interference Maps. IEEE Commun. Surv. Tutorials 18(4): 2386-2414 (2016) - [c12]Tuomo Alasalmi, Heli Koskimäki, Jaakko Suutala, Juha Röning:
Instance Level Classification Confidence Estimation. DCAI 2016: 275-282 - 2015
- [c11]Tuomo Alasalmi, Heli Koskimäki, Jaakko Suutala, Juha Röning:
Classification Uncertainty of Multiple Imputed Data. SSCI 2015: 151-158 - 2014
- [c10]Tanim Taher, Ryan Attard, Ali Riaz, Dennis Roberson, Jesse Taylor, Kenneth J. Zdunek, Juhani Hallio, Reijo Ekman, Jarkko Paavola, Jaakko Suutala, Juha Röning, Marja Matinmikko, Marko Höyhtyä, Allen B. MacKenzie:
Global spectrum observatory network setup and initial findings. CrownCom 2014: 79-88 - 2012
- [b1]Jaakko Suutala:
Learning discriminative models from structured multi-sensor data for human context recognition. University of Oulu, Finland, 2012 - [c9]Tuomo Alasalmi, Jaakko Suutala, Juha Röning:
Real-time Non-intrusive Appliance Load Monitor - Feedback System for Single-point per Appliance Electricity Usage. SMARTGREENS 2012: 203-208 - 2011
- [c8]Trang Thuy Vu, Akifumi Sokan, Hironori Nakajo, Kaori Fujinami, Jaakko Suutala, Pekka Siirtola, Tuomo Alasalmi, Ari Pitkänen, Juha Röning:
Detecting water waste activities for water-efficient living. UbiComp 2011: 579-580 - [c7]Trang Thuy Vu, Akifumi Sokan, Hironori Nakajo, Kaori Fujinami, Jaakko Suutala, Pekka Siirtola, Tuomo Alasalmi, Ari Pitkänen, Juha Röning:
Feature Selection and Activity Recognition to Detect Water Waste from Water Tap Usage. RTCSA (2) 2011: 138-141 - 2010
- [c6]Janne Kätevä, Perttu Laurinen, Taneli Rautio, Jaakko Suutala, Lauri Tuovinen, Juha Röning:
SE-155 DBSA: a device-based software architecture for data mining. SAC 2010: 2273-2280
2000 – 2009
- 2008
- [j1]Jaakko Suutala, Juha Röning:
Methods for person identification on a pressure-sensitive floor: Experiments with multiple classifiers and reject option. Inf. Fusion 9(1): 21-40 (2008) - [c5]Jaakko Suutala, Kaori Fujinami, Juha Röning:
Gaussian Process Person Identifier Based on Simple Floor Sensors. EuroSSC 2008: 55-68 - 2007
- [c4]Jaakko Suutala, Susanna Pirttikangas, Juha Röning:
Discriminative Temporal Smoothing for Activity Recognition from Wearable Sensors. UCS 2007: 182-195 - 2005
- [c3]Jaakko Suutala, Juha Röning:
Combining classifiers with different footstep feature sets and multiple samples for person identification. ICASSP (5) 2005: 357-360 - 2004
- [c2]Kalle Koho, Jaakko Suutala, Tapio Seppänen, Juha Röning:
Footstep pattern matching from pressure signals using Segmental Semi-Markov Models. EUSIPCO 2004: 1609-1612 - [c1]Jaakko Suutala, Susanna Pirttikangas, Jukka Riekki, Juha Röning:
Reject-Optional LVQ-Based Two-Level Classifier to Improve Reliability in Footstep Identification. Pervasive 2004: 182-187
Coauthor Index
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