Knowledge Discovery from Telecommunication Network Alarm Databases. - Kimmo Hätönen; Mika Klemettinen; Heikki Mannila; Pirjo Ronkainen; Hannu Toivonen (ICDE, 1996)

TASA: Telecommunication Alarm Sequence Analyzer or how to enjoy faults in your network. - Kimmo Hätönen; Mika Klemettinen; Heikki Mannila; Pirjo Ronkainen; Hannu Toivonen (NOMS, 1996)

A Computer Host-Based User Anomaly Detection System Using the Self-Organizing Map. - Albert J. Höglund; Kimmo Hätönen; Antti S. Sorvari (IJCNN (5), 2000)

Domain Structures in Filtering Irrelevant Frequent Patterns. - Kimmo Hätönen; Mika Klemettinen (KDID, 2002)

Comprehensive Log Compression with Frequent Patterns. - Kimmo Hätönen; Jean-François Boulicaut; Mika Klemettinen; Markus Miettinen; Cyrille Masson (DaWaK, 2003)

Queryable Lossless Log Database Compression. - Kimmo Hätönen; Perttu Halonen; Mika Klemettinen; Markus Miettinen (KDID, 2003)

What makes expert systems survive over 10 years - empirical evaluation of several engineering applications. - Jukka K. Nurminen; Olli Karonen; Kimmo Hätönen (Expert Syst. Appl., 2003)

Domain Structures in Filtering Irrelevant Frequent Patterns. - Kimmo Hätönen; Mika Klemettinen (Database Support for Data Mining Applications, 2004)

Remarks on the Industrial Application of Inductive Database Technologies. - Kimmo Hätönen; Mika Klemettinen; Markus Miettinen (Constraint-Based Mining and Inductive Databases, 2004)

Local anomaly detection for mobile network monitoring. - Pekka Kumpulainen; Kimmo Hätönen (Inf. Sci., 2008)

Computer Log Anomaly Detection Using Frequent Episodes. - Perttu Halonen; Markus Miettinen; Kimmo Hätönen (AIAI, 2009)

Towards holistic security management through coherent measuring. - Perttu Halonen; Kimmo Hätönen (ECSA Companion Volume, 2010)

Towards an abstraction layer for security assurance measurements: (invited paper). - Teemu Kanstrén; Reijo Savola; Antti Evesti; Heimo Pentikäinen; Artur Hecker; Moussa Ouedraogo; Kimmo Hätönen; Perttu Halonen; Christophe Blad; Óscar López; Saioa Ros (ECSA Companion Volume, 2010)

Finding 3G Mobile Network Cells with Similar Radio Interface Quality Problems. - Pekka Kumpulainen; Mika Särkioja; Mikko Kylväjä; Kimmo Hätönen (EANN, 2011)

Analyzing 3G Quality Distribution Data with Fuzzy Rules and Fuzzy Clustering. - Pekka Kumpulainen; Mika Särkioja; Mikko Kylväjä; Kimmo Hätönen (EANN, 2011)

Characterizing Mobile Network Daily Traffic Patterns by 1-Dimensional SOM and Clustering. - Pekka Kumpulainen; Kimmo Hätönen (EANN, 2012)

EANN 2012: exploratory analysis of mobile phone traffic patterns using 1-dimensional SOM, clustering and anomaly detection. - Pekka Kumpulainen; Kimmo Hätönen (Evol. Syst., 2013)

Analysing 3G radio network performance with fuzzy methods. - Pekka Kumpulainen; Mika Särkioja; Mikko Kylväjä; Kimmo Hätönen (Neurocomputing, 2013)

Towards Trusted Environment in Cloud Monitoring. - Tuomas Kekkonen; Teemu Kanstrén; Kimmo Hätönen (ITNG, 2014)

A Metric for Determining the Significance of Failures and Its Use in Anomaly Detection - Case Study: Mobile Network Management Data from LTE Network. - Robin Babujee Jerome; Kimmo Hätönen (EANN, 2015)

Architecture for High Confidence Cloud Security Monitoring. - Teemu Kanstrén; Sami Lehtonen; Reijo Savola; Hilkka Kukkohovi; Kimmo Hätönen (IC2E, 2015)

Alarm Prioritization and Diagnosis for Cellular Networks. - Gabriela F. Ciocarlie; Eric Yeh; Christopher Connolly; Cherita Corbett; Ulf Lindqvist; Henning Sanneck; Kimmo Hätönen; Szabolcs Nováczki; Muhammad Naseer ul Islam; Borislava Gajic (MONAMI, 2015)

A Method for Deriving and Testing Malicious Behavior Detection Rules. - Raimo Hilden; Kimmo Hätönen (TrustCom/BigDataSE/ISPA (1), 2015)

Diagnosis cloud: Sharing knowledge across cellular networks. - Gabriela F. Ciocarlie; Cherita Corbett; Eric Yeh; Christopher Connolly; Henning Sanneck; Muhammad Naseer ul Islam; Borislava Gajic; Szabolcs Nováczki; Kimmo Hätönen (CNSM, 2016)

Distributed Computing of Management Data in a Telecommunications Network. - Ville Kojola; Shubham Kapoor; Kimmo Hätönen (MONAMI, 2016)

Anomaly detection and classification using a metric for determining the significance of failures - Case study: mobile network management data from LTE network. - Robin Babujee Jerome; Kimmo Hätönen (Neural Comput. Appl., 2017)

Stratification of 5G evolution and Beyond 5G. - Volker Ziegler; Thorsten Wild; Mikko A. Uusitalo; Hannu Flinck; Vilho Räisänen; Kimmo Hätönen (5G World Forum, 2019)

6G Architecture to Connect the Worlds. - Volker Ziegler; Harish Viswanathan; Hannu Flinck; Marco Hoffmann; Vilho Räisänen; Kimmo Hätönen (IEEE Access, 2020)

Quality of Monitoring for Cellular Networks. - Naser Hossein Motlagh; Shubham Kapoor; Rola Alhalaseh; Sasu Tarkoma; Kimmo Hätönen (IEEE Trans. Netw. Serv. Manag., 2022)

Access control for trusted data sharing. - Maria Zubair; Maryam Sabzevari; Vikramajeet Khatri; Sasu Tarkoma; Kimmo Hätönen (EURASIP J. Inf. Secur., 2024)