Footstep pattern matching from pressure signals using Segmental Semi-Markov Models. - Kalle Koho; Jaakko Suutala; Tapio Seppänen; Juha Röning (EUSIPCO, 2004)

Reject-Optional LVQ-Based Two-Level Classifier to Improve Reliability in Footstep Identification. - Jaakko Suutala; Susanna Pirttikangas; Jukka Riekki; Juha Röning (Pervasive, 2004)

Combining classifiers with different footstep feature sets and multiple samples for person identification. - Jaakko Suutala; Juha Röning (ICASSP (5), 2005)

Discriminative Temporal Smoothing for Activity Recognition from Wearable Sensors. - Jaakko Suutala; Susanna Pirttikangas; Juha Röning (UCS, 2007)

Gaussian Process Person Identifier Based on Simple Floor Sensors. - Jaakko Suutala; Kaori Fujinami; Juha Röning (EuroSSC, 2008)

Methods for person identification on a pressure-sensitive floor: Experiments with multiple classifiers and reject option. - Jaakko Suutala; Juha Röning (Inf. Fusion, 2008)

SE-155 DBSA: a device-based software architecture for data mining. - Janne Kätevä; Perttu Laurinen; Taneli Rautio; Jaakko Suutala; Lauri Tuovinen; Juha Röning (SAC, 2010)

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 (UbiComp, 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 (RTCSA (2), 2011)

Real-time Non-intrusive Appliance Load Monitor - Feedback System for Single-point per Appliance Electricity Usage. - Tuomo Alasalmi; Jaakko Suutala; Juha Röning (SMARTGREENS, 2012)

Learning discriminative models from structured multi-sensor data for human context recognition. - Jaakko Suutala (2012)

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; et al. (CrownCom, 2014)

Classification Uncertainty of Multiple Imputed Data. - Tuomo Alasalmi; Heli Koskimäki; Jaakko Suutala; Juha Röning (SSCI, 2015)

Instance Level Classification Confidence Estimation. - Tuomo Alasalmi; Heli Koskimäki; Jaakko Suutala; Juha Röning (DCAI, 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)

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 (ICAART (2), 2018)

Better Multi-class Probability Estimates for Small Data Sets. - Tuomo Alasalmi; Jaakko Suutala; Heli Koskimäki; Juha Röning (CoRR, 2020)

Better Classifier Calibration for Small Data Sets. - Tuomo Alasalmi; Jaakko Suutala; Heli Koskimäki; Juha Röning (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 001; et al. (CoRR, 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; et al. (CoRR, 2020)

Better Classifier Calibration for Small Datasets. - Tuomo Alasalmi; Jaakko Suutala; Juha Röning; Heli Koskimäki (ACM Trans. Knowl. Discov. Data, 2020)

Ontology-based Framework for Integration of Time Series Data: Application in Predictive Analytics on Data Center Monitoring Metrics. - Lauri Tuovinen; Jaakko Suutala (KEOD, 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; et al. (IEEE Access, 2021)

Threat Modeling AI/ML With the Attack Tree. - Veria Hoseini; Jaakko Suutala; Juha Partala; Kimmo Halunen (IEEE Access, 2024)