Jaakko Suutala

25 papers C 1Misc 3Journal 10Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Snow water equivalent forecasting in sub-arctic and arctic regions: Efficient recurrent neural networks approach. Environ. Model. Softw. Miika Malin, Jarkko Okkonen, Jaakko Suutala
2024	J	`jnl`	Threat Modeling AI/ML With the Attack Tree. IEEE Access Veria Hoseini, Jaakko Suutala, Juha Partala, Kimmo Halunen
2021	J	`jnl`	Convergent Communication, Sensing and Localization in 6G Systems: An Overview of Technologies, Opportunities and Challenges. IEEE Access 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
2021	C	`conf`	Ontology-based Framework for Integration of Time Series Data: Application in Predictive Analytics on Data Center Monitoring Metrics. KEOD Lauri Tuovinen, Jaakko Suutala
2020	J	`jnl`	6G White Paper on Localization and Sensing. CoRR 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
2020	J	`jnl`	6G White Paper on Machine Learning in Wireless Communication Networks. CoRR 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 A. Girnyk, Hassan Malik
2020	J	`jnl`	Better Classifier Calibration for Small Data Sets. CoRR Tuomo Alasalmi, Jaakko Suutala, Heli Koskimäki, Juha Röning
2020	J	`jnl`	Better Classifier Calibration for Small Datasets. ACM Trans. Knowl. Discov. Data Tuomo Alasalmi, Jaakko Suutala, Juha Röning, Heli Koskimäki
2020	J	`jnl`	Better Multi-class Probability Estimates for Small Data Sets. CoRR Tuomo Alasalmi, Jaakko Suutala, Heli Koskimäki, Juha Röning
2018	—	`conf`	Getting More Out of Small Data Sets - Improving the Calibration Performance of Isotonic Regression by Generating More Data. ICAART (2) Tuomo Alasalmi, Heli Koskimäki, Jaakko Suutala, Juha Röning
2016	Misc	`conf`	Instance Level Classification Confidence Estimation. DCAI Tuomo Alasalmi, Heli Koskimäki, Jaakko Suutala, Juha Röning
2016	J	`jnl`	Spectrum Occupancy Measurements: A Survey and Use of Interference Maps. IEEE Commun. Surv. Tutorials Marko Höyhtyä, Aarne Mämmelä, Marina Eskola, Marja Matinmikko, Juha Kalliovaara, Jaakko Ojaniemi, Jaakko Suutala, Reijo Ekman, Roger B. Bacchus, Dennis Roberson
2015	—	`conf`	Classification Uncertainty of Multiple Imputed Data. SSCI Tuomo Alasalmi, Heli Koskimäki, Jaakko Suutala, Juha Röning
2014	—	`conf`	Global spectrum observatory network setup and initial findings. CrownCom 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
2012	—	`—`	Learning discriminative models from structured multi-sensor data for human context recognition. Jaakko Suutala
2012	—	`conf`	Real-time Non-intrusive Appliance Load Monitor - Feedback System for Single-point per Appliance Electricity Usage. SMARTGREENS Tuomo Alasalmi, Jaakko Suutala, Juha Röning
2011	Misc	`conf`	Detecting water waste activities for water-efficient living. UbiComp Trang Thuy Vu, Akifumi Sokan, Hironori Nakajo, Kaori Fujinami, Jaakko Suutala, Pekka Siirtola, Tuomo Alasalmi, Ari Pitkänen, Juha Röning
2011	—	`conf`	Feature Selection and Activity Recognition to Detect Water Waste from Water Tap Usage. RTCSA (2) Trang Thuy Vu, Akifumi Sokan, Hironori Nakajo, Kaori Fujinami, Jaakko Suutala, Pekka Siirtola, Tuomo Alasalmi, Ari Pitkänen, Juha Röning
2010	Misc	`conf`	SE-155 DBSA: a device-based software architecture for data mining. SAC Janne Kätevä, Perttu Laurinen, Taneli Rautio, Jaakko Suutala, Lauri Tuovinen, Juha Röning
2008	—	`conf`	Gaussian Process Person Identifier Based on Simple Floor Sensors. EuroSSC Jaakko Suutala, Kaori Fujinami, Juha Röning
2008	J	`jnl`	Methods for person identification on a pressure-sensitive floor: Experiments with multiple classifiers and reject option. Inf. Fusion Jaakko Suutala, Juha Röning
2007	—	`conf`	Discriminative Temporal Smoothing for Activity Recognition from Wearable Sensors. UCS Jaakko Suutala, Susanna Pirttikangas, Juha Röning
2005	—	`conf`	Combining classifiers with different footstep feature sets and multiple samples for person identification. ICASSP (5) Jaakko Suutala, Juha Röning
2004	—	`conf`	Footstep pattern matching from pressure signals using Segmental Semi-Markov Models. EUSIPCO Kalle Koho, Jaakko Suutala, Tapio Seppänen, Juha Röning
2004	—	`conf`	Reject-Optional LVQ-Based Two-Level Classifier to Improve Reliability in Footstep Identification. Pervasive Jaakko Suutala, Susanna Pirttikangas, Jukka Riekki, Juha Röning