Jaakko Suutala

According to our database, Jaakko Suutala authored at least 23 papers between 2004 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Convergent Communication, Sensing and Localization in 6G Systems: An Overview of Technologies, Opportunities and Challenges.

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

IEEE Access, 2021

Ontology-based Framework for Integration of Time Series Data: Application in Predictive Analytics on Data Center Monitoring Metrics.

Lauri Tuovinen, Jaakko Suutala

Proceedings of the 13th International Joint Conference on Knowledge Discovery, 2021

2020

Better Classifier Calibration for Small Datasets.

Tuomo Alasalmi, Jaakko Suutala, Juha Röning, Heli Koskimäki

ACM Trans. Knowl. Discov. Data, 2020

6G White Paper on Localization and Sensing.

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

CoRR, 2020

6G White Paper on Machine Learning in Wireless Communication Networks.

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

CoRR, 2020

Better Classifier Calibration for Small Data Sets.

Tuomo Alasalmi, Jaakko Suutala, Heli Koskimäki, Juha Röning

CoRR, 2020

Better Multi-class Probability Estimates for Small Data Sets.

Tuomo Alasalmi, Jaakko Suutala, Heli Koskimäki, Juha Röning

CoRR, 2020

2018

Getting More Out of Small Data Sets - Improving the Calibration Performance of Isotonic Regression by Generating More Data.

Tuomo Alasalmi, Heli Koskimäki, Jaakko Suutala, Juha Röning

Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

2016

Spectrum Occupancy Measurements: A Survey and Use of Interference Maps.

Marko Höyhtyä, Aarne Mämmelä, Marina Eskola, Marja Matinmikko, Juha Kalliovaara, Jaakko Ojaniemi, Jaakko Suutala, Reijo Ekman, Roger B. Bacchus, Dennis Roberson

IEEE Commun. Surv. Tutorials, 2016

Instance Level Classification Confidence Estimation.

Tuomo Alasalmi, Heli Koskimäki, Jaakko Suutala, Juha Röning

Proceedings of the Distributed Computing and Artificial Intelligence, 2016

2015

Classification Uncertainty of Multiple Imputed Data.

Tuomo Alasalmi, Heli Koskimäki, Jaakko Suutala, Juha Röning

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

2014

Global spectrum observatory network setup and initial findings.

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

Proceedings of the 9th International Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2014

2012

Learning discriminative models from structured multi-sensor data for human context recognition.

Jaakko Suutala

PhD thesis, 2012

Real-time Non-intrusive Appliance Load Monitor - Feedback System for Single-point per Appliance Electricity Usage.

Tuomo Alasalmi, Jaakko Suutala, Juha Röning

Proceedings of the SMARTGREENS 2012 - Proceedings of the 1st International Conference on Smart Grids and Green IT Systems, Porto, Portugal, 19, 2012

2011

Feature Selection and Activity Recognition to Detect Water Waste from Water Tap Usage.

Trang Thuy Vu, Akifumi Sokan, Hironori Nakajo, Kaori Fujinami, Jaakko Suutala, Pekka Siirtola, Tuomo Alasalmi, Ari Pitkänen, Juha Röning

Proceedings of the 17th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2011

Detecting water waste activities for water-efficient living.

Trang Thuy Vu, Akifumi Sokan, Hironori Nakajo, Kaori Fujinami, Jaakko Suutala, Pekka Siirtola, Tuomo Alasalmi, Ari Pitkänen, Juha Röning

Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

2010

SE-155 DBSA: a device-based software architecture for data mining.

Janne Kätevä, Perttu Laurinen, Taneli Rautio, Jaakko Suutala, Lauri Tuovinen, Juha Röning

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

2008

Methods for person identification on a pressure-sensitive floor: Experiments with multiple classifiers and reject option.

Jaakko Suutala, Juha Röning

Inf. Fusion, 2008

Gaussian Process Person Identifier Based on Simple Floor Sensors.

Jaakko Suutala, Kaori Fujinami, Juha Röning

Proceedings of the Smart Sensing and Context, Third European Conference, 2008

2007

Discriminative Temporal Smoothing for Activity Recognition from Wearable Sensors.

Jaakko Suutala, Susanna Pirttikangas, Juha Röning

Proceedings of the Ubiquitous Computing Systems, 4th International Symposium, 2007

2005

Combining classifiers with different footstep feature sets and multiple samples for person identification.

Jaakko Suutala, Juha Röning

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

Reject-Optional LVQ-Based Two-Level Classifier to Improve Reliability in Footstep Identification.

Jaakko Suutala, Susanna Pirttikangas, Jukka Riekki, Juha Röning

Proceedings of the Pervasive Computing, 2004

Footstep pattern matching from pressure signals using Segmental Semi-Markov Models.

Kalle Koho, Jaakko Suutala, Tapio Seppänen, Juha Röning

Proceedings of the 2004 12th European Signal Processing Conference, 2004