| 2025 | HCI | Towards Inclusive AI System Development for Disease Risk Prediction: Collecting, Prioritising and Incorporating User Stories from Heterogeneous Stakeholders. | Nicholas Shopland, Andrew M. Burton, David J. Brown, Mufti Mahmud, Muhammad Arifur Rahman, David R. Baldwin, Antti Airola, Tapio Pahikkala, Elina Kontio, Jussi Salmi, Carlos Alexandre Nunes Ferreira, Tnia Pereira, Hlder Filipe Oliveira, Almudena Maceda Garcia, Christos Chatzichristos |
| 2023 | CBMS | Evaluating Classifiers Trained on Differentially Private Synthetic Health Data. | Parisa Movahedi, Valtteri Nieminen, Ileana Montoya Perez, Tapio Pahikkala, Antti Airola |
| 2020 | RCIS | Predicting Unemployment with Machine Learning Based on Registry Data. | Markus Viljanen, Tapio Pahikkala |
| 2017 | ICPRAM | Triangular Curvature Approximation of Surfaces - Filtering the Spurious Mode. | Paavo Nevalainen, Ivan Jambor, Jonne Pohjankukka, Jukka Heikkonen, Tapio Pahikkala |
| 2015 | ICPRAM | Fast Regularized Least Squares and k-means Clustering Method for Intrusion Detection Systems. | Parisa Movahedi, Paavo Nevalainen, Markus Viljanen, Tapio Pahikkala |
| 2015 | ICSoft | Parallel Applications and On-chip Traffic Distributions: Observation, Implication and Modelling. | Thomas Canhao Xu, Jonne Pohjankukka, Paavo Nevalainen, Ville Leppnen, Tapio Pahikkala |
| 2015 | IDA | Batch Steepest-Descent-Mildest-Ascent for Interactive Maximum Margin Clustering. | Fabian Gieseke, Tapio Pahikkala, Tom Heskes |
| 2015 | PDP | Parallel Implementation of Fuzzified Pattern Matching Algorithm on GPU. | Shima Soroushnia, Masoud Daneshtalab, Tapio Pahikkala, Juha Plosila |
| 2014 | CloudCom | Hierarchical VM Management Architecture for Cloud Data Centers. | Fahimeh Farahnakian, Pasi Liljeberg, Tapio Pahikkala, Juha Plosila, Hannu Tenhunen |
| 2014 | ICPR | Arctic Soil Hydraulic Conductivity and Soil Type Recognition Based on Aerial Gamma-Ray Spectroscopy and Topographical Data. | Jonne Pohjankukka, Paavo Nevalainen, Tapio Pahikkala, Pekka Hnninen, Eija Hyvnen, Raimo Sutinen, Jukka Heikkonen |
| 2014 | UIC | BDMap: A Heuristic Application Mapping Algorithm for the Big Data Era. | Thomas Canhao Xu, Jussi Toivonen, Tapio Pahikkala, Ville Leppnen |
| 2014 | SSPR | Properties of Object-Level Cross-Validation Schemes for Symmetric Pair-Input Data. | Juho Heimonen, Tapio Salakoski, Tapio Pahikkala |
| 2014 | SSPR | Fast Gradient Computation for Learning with Tensor Product Kernels and Sparse Training Labels. | Tapio Pahikkala |
| 2013 | ACML | Polynomial Runtime Bounds for Fixed-Rank Unsupervised Least-Squares Classification. | Fabian Gieseke, Tapio Pahikkala, Christian Igel |
| 2013 | UCC | Energy Aware Consolidation Algorithm Based on K-Nearest Neighbor Regression for Cloud Data Centers. | Fahimeh Farahnakian, Tapio Pahikkala, Pasi Liljeberg, Juha Plosila |
| 2012 | HPCC | Implementation and Analysis of Block Dense Matrix Decomposition on Network-on-Chips. | Thomas Canhao Xu, Tapio Pahikkala, Antti Airola, Pasi Liljeberg, Juha Plosila, Tapio Salakoski, Hannu Tenhunen |
| 2012 | ICDM | Unsupervised Multi-class Regularized Least-Squares Classification. | Tapio Pahikkala, Antti Airola, Fabian Gieseke, Oliver Kramer |
| 2012 | ICPRAM | Sparse Quasi-Newton Optimization for Semi-supervised Support Vector Machines. | Fabian Gieseke, Antti Airola, Tapio Pahikkala, Oliver Kramer |
| 2011 | ICANN | An Improved Training Algorithm for the Linear Ranking Support Vector Machine. | Antti Airola, Tapio Pahikkala, Tapio Salakoski |
| 2011 | ICDM | Greedy Regularized Least-Squares for Multi-task Learning. | Pekka Naula, Tapio Pahikkala, Antti Airola, Tapio Salakoski |
| 2011 | KI | Speedy Local Search for Semi-Supervised Regularized Least-Squares. | Fabian Gieseke, Oliver Kramer, Antti Airola, Tapio Pahikkala |
| 2010 | ICMLA | Applying Permutation Tests for Assessing the Statistical Significance of Wrapper Based Feature Selection. | Antti Airola, Tapio Pahikkala, Jorma Boberg, Tapio Salakoski |
| 2010 | ICMLA | Speeding Up Greedy Forward Selection for Regularized Least-Squares. | Tapio Pahikkala, Antti Airola, Tapio Salakoski |
| 2009 | ICML | Fast evolutionary maximum margin clustering. | Fabian Gieseke, Tapio Pahikkala, Oliver Kramer |
| 2006 | KES | Relevance Ranking of Intensive Care Nursing Narratives. | Hanna Suominen, Tapio Pahikkala, Marketta Hiissa, Tuija Lehtikunnas, Barbro Back, Helena Karsten, Sanna Salanter, Tapio Salakoski |
| 2005 | FlAIRS | Kernels Incorporating Word Positional Information in Natural Language Disambiguation Tasks. | Tapio Pahikkala, Sampo Pyysalo, Filip Ginter, Jorma Boberg, Jouni Jrvinen, Tapio Salakoski |
| 2005 | IDA | Regularized Least-Squares for Parse Ranking. | Evgeni Tsivtsivadze, Tapio Pahikkala, Sampo Pyysalo, Jorma Boberg, Aleksandr Myllri, Tapio Salakoski |