Pasi Fränti - RankMe

250 papers A* 3A 10B 26C 14Misc 10Journal 117Unranked 69

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Nested Gaussian mixture model: clustering data from generalized mixture distributions. Int. J. Data Sci. Anal. Fei Wang, Le Li, Pasi Fränti
2025	J	`jnl`	Cluster Overlap as Objective Function. Comput. Mater. Continua Pasi Fränti, Claude Cariou, Qinpei Zhao
2025	J	`jnl`	Combining Bayesian Inference and Reinforcement Learning for Agent Decision Making: A Review. CoRR Chengmin Zhou, Ville Kyrki, Pasi Fränti, Laura Ruotsalainen
2025	J	`jnl`	Correction: Detecting Connectivity Patterns in Nordic Twittersphere by Cluster Analysis. SN Comput. Sci. Masoud Fatemi, Sami Sieranoja, Mikko Laitinen, Pasi Fränti
2025	J	`jnl`	Deting Connectivity Patterns in Nordic Twittersphere by Cluster Analysistec. SN Comput. Sci. Masoud Fatemi, Sami Sieranoja, Mikko Laitinen, Pasi Fränti
2025	J	`jnl`	Emotional response to music: the Emotify + dataset. EURASIP J. Audio Speech Music. Process. Abigail Wiafe, Sami Sieranoja, Abedin Bhuiyan, Pasi Fränti
2025	J	`jnl`	Fast agglomerative clustering using approximate traveling salesman solutions. J. Big Data Sami Sieranoja, Pasi Fränti
2025	J	`jnl`	Fixed-sized clusters CoRR Mikko I. Malinen, Pasi Fränti
2025	J	`jnl`	Hybrid of representation learning and reinforcement learning for dynamic and complex robotic motion planning. Robotics Auton. Syst. Chengmin Zhou, Xin Lu, Jiapeng Dai, Xiaoxu Liu, Bingding Huang, Pasi Fränti
2025	J	`jnl`	Joint Use of Time Series and Graph Data for Fake Comment Detection in CafeBazaar Dataset. IEEE Access Mehrdad Salimi, Pasi Fränti
2025	J	`jnl`	Morphology on label images: multilayer approach. J. Electronic Imaging Pasi Fränti, Swaiz Ahmed, Rohit Khati, Sébastien Lefèvre
2025	A*	`conf`	Smoothing Outlier Scores is All You Need to Improve Outlier Detectors (Extended Abstract). ICDE Jiawei Yang, Susanto Rahardja, Pasi Fränti
2025	J	`jnl`	Social media data for content creation in location-based games. J. Locat. Based Serv. Nancy Fazal, Pasi Fränti
2024	—	`conf`	NoSimple: Data Bias Evaluation Metrics. IMCOM Sylwan Rahardja, Pasi Fränti
2024	J	`jnl`	Representation Learning and Reinforcement Learning for Dynamic Complex Motion Planning System. IEEE Trans. Neural Networks Learn. Syst. Chengmin Zhou, Bingding Huang, Pasi Fränti
2024	J	`jnl`	Smoothing Outlier Scores Is All You Need to Improve Outlier Detectors. IEEE Trans. Knowl. Data Eng. Jiawei Yang, Susanto Rahardja, Pasi Fränti
2024	J	`jnl`	What is wrong with MDPI: Is it a predator or a serious competitor? CoRR Pasi Fränti
2023	J	`jnl`	Attention-based advantage actor-critic algorithm with prioritized experience replay for complex 2-D robotic motion planning. J. Intell. Manuf. Chengmin Zhou, Bingding Huang, Haseeb Hassan, Pasi Fränti
2023	J	`jnl`	Bayesian inference for data-efficient, explainable, and safe robotic motion planning: A review. CoRR Chengmin Zhou, Chao Wang, Haseeb Hassan, Himat Shah, Bingding Huang, Pasi Fränti
2023	J	`jnl`	Classification of Interbeat Interval Time-Series Using Attention Entropy. IEEE Trans. Affect. Comput. Jiawei Yang, Gulraiz Iqbal Choudhary, Susanto Rahardja, Pasi Fränti
2023	J	`jnl`	Correction: A lightweight classification of adaptor proteins using transformer networks. BMC Bioinform. Sylwan Rahardja, Mou Wang, Binh P. Nguyen, Pasi Fränti, Susanto Rahardja
2023	J	`jnl`	Design Principles for Content Creation in Location-Based Games. ACM Trans. Multim. Comput. Commun. Appl. Pasi Fränti, Nancy Fazal
2023	—	`conf`	How to Select Optimal Parameters for Neighborhood-Based Outlier Detectors? ICSPCC Sylwan Rahardja, Xu Tan, Junqi Chen, Jiawei Yang, Jie Chen, Pasi Fränti
2023	J	`jnl`	Hybrid of representation learning and reinforcement learning for dynamic and complex robotic motion planning. CoRR Chengmin Zhou, Xin Lu, Jiapeng Dai, Bingding Huang, Xiaoxu Liu, Pasi Fränti
2023	J	`jnl`	Neighborhood Averaging for Improving Outlier Detectors. CoRR Jiawei Yang, Susanto Rahardja, Pasi Fränti
2023	J	`jnl`	Parallel random swap: An efficient and reliable clustering algorithm in Java. Simul. Model. Pract. Theory Libero Nigro, Franco Cicirelli, Pasi Fränti
2023	J	`jnl`	Predicting onset of disease progression using temporal disease occurrence networks. Int. J. Medical Informatics Gulraiz Iqbal Choudhary, Pasi Fränti
2023	—	`conf`	Relevant Tag Extraction Based on Image Visual Content. ICAI (2) Nancy Fazal, Pasi Fränti
2023	J	`jnl`	Single-lead ECG recordings modeling for end-to-end recognition of atrial fibrillation with dual-path RNN. Biomed. Signal Process. Control. Mou Wang, Sylwan Rahardja, Pasi Fränti, Susanto Rahardja
2023	J	`jnl`	Soft precision and recall. Pattern Recognit. Lett. Pasi Fränti, Radu Mariescu-Istodor
2023	J	`jnl`	Two Medoid-Based Algorithms for Clustering Sets. Algorithms Libero Nigro, Pasi Fränti
2022	J	`jnl`	A lightweight classification of adaptor proteins using transformer networks. BMC Bioinform. Sylwan Rahardja, Mou Wang, Binh P. Nguyen, Pasi Fränti, Susanto Rahardja
2022	J	`jnl`	A review of motion planning algorithms for intelligent robots. J. Intell. Manuf. Chengmin Zhou, Bingding Huang, Pasi Fränti
2022	J	`jnl`	Adapting k-means for graph clustering. Knowl. Inf. Syst. Sami Sieranoja, Pasi Fränti
2022	C	`conf`	Efficient and Reliable Clustering by Parallel Random Swap Algorithm. DS-RT Libero Nigro, Franco Cicirelli, Pasi Fränti
2022	J	`jnl`	Is Medoid Suitable for Averaging GPS Trajectories? ISPRS Int. J. Geo Inf. Biliaminu Jimoh, Radu Mariescu-Istodor, Pasi Fränti
2022	—	`conf`	Web-tool for optimizing locations of health centers. CENTERIS/ProjMAN/HCist Pasi Fränti, Radu Mariescu-Istodor, Awais Akram
2021	J	`jnl`	A review of motion planning algorithms for intelligent robotics. CoRR Chengmin Zhou, Bingding Huang, Pasi Fränti
2021	J	`jnl`	An advantage actor-critic algorithm for robotic motion planning in dense and dynamic scenarios. CoRR Chengmin Zhou, Bingding Huang, Pasi Fränti
2021	J	`jnl`	Averaging GPS segments competition 2019. Pattern Recognit. Pasi Fränti, Radu Mariescu-Istodor
2021	J	`jnl`	Fast Mumford-Shah Two-Phase Image Segmentation Using Proximal Splitting Scheme. J. Appl. Math. Nilima Shah, Dhanesh Patel, Pasi Fränti
2021	J	`jnl`	Fast travel-distance estimation using overhead graph. J. Locat. Based Serv. Radu Mariescu-Istodor, Pasi Fränti
2021	—	`conf`	Image Segmentation by Pairwise Nearest Neighbor Using Mumford-Shah Model. CECNet Nilima Shah, Dhanesh Patel, Pasi Fränti
2021	J	`jnl`	Mean-shift outlier detection and filtering. Pattern Recognit. Jiawei Yang, Susanto Rahardja, Pasi Fränti
2021	J	`jnl`	Solving the Large-Scale TSP Problem in 1 h: Santa Claus Challenge 2020. Frontiers Robotics AI Radu Mariescu-Istodor, Pasi Fränti
2021	Misc	`conf`	Using Open Street Map for Content Creation in Location-Based Games. FRUCT Nancy Fazal, Radu Mariescu-Istodor, Pasi Fränti
2021	J	`jnl`	k-Means image segmentation using Mumford-Shah model. J. Electronic Imaging Nilima Shah, Dhanesh Patel, Pasi Fränti
2020	J	`jnl`	Can the Number of Clusters Be Determined by External Indices? IEEE Access Mohammad Rezaei, Pasi Fränti
2020	J	`jnl`	Context-aware similarity of GPS trajectories. J. Locat. Based Serv. Radu Mariescu-Istodor, Pasi Fränti
2020	J	`jnl`	Detection of time irreversibility in interbeat interval time series by visible and nonvisible motifs from horizontal visibility graph. Biomed. Signal Process. Control. Gulraiz Iqbal Choudhary, Wajid Aziz, Pasi Fränti
2019	J	`jnl`	Activity event recommendation and attendance prediction. J. Locat. Based Serv. Radu Mariescu-Istodor, Abu Sadat Md. Sayem, Pasi Fränti
2019	J	`jnl`	Analysing the Dynamics of Interbeat Interval Time Series Using Grouped Horizontal Visibility Graph. IEEE Access Gulraiz Iqbal Choudhary, Wajid Aziz, Ishtiaq Rasool Khan, Susanto Rahardja, Pasi Fränti
2019	—	`conf`	DOM-based keyword extraction from web pages. AIIPCC Himat Shah, Mohammad Rezaei, Pasi Fränti
2019	J	`jnl`	Efficiency of Web Crawling for Geotagged Image Retrieval. Webology Nancy Fazal, Khue Nguyen, Pasi Fränti
2019	J	`jnl`	Fast and general density peaks clustering. Pattern Recognit. Lett. Sami Sieranoja, Pasi Fränti
2019	J	`jnl`	Framework for syntactic string similarity measures. Expert Syst. Appl. Najlah Gali, Radu Mariescu-Istodor, Damien Hostettler, Pasi Fränti
2019	C	`conf`	H-Rank: A keywords extraction method from web pages using POS tags. INDIN Himat Shah, Muhammad Usman Shahid Khan, Pasi Fränti
2019	J	`jnl`	How much can k-means be improved by using better initialization and repeats? Pattern Recognit. Pasi Fränti, Sami Sieranoja
2019	—	`conf`	Outlier detection: how to threshold outlier scores? AIIPCC Jiawei Yang, Susanto Rahardja, Pasi Fränti
2019	C	`conf`	Predicting the difficulty of TSP instances using MST. INDIN Lahari Sengupta, Pasi Fränti
2018	J	`jnl`	CellNet: Inferring Road Networks from GPS Trajectories. ACM Trans. Spatial Algorithms Syst. Radu Mariescu-Istodor, Pasi Fränti
2018	J	`jnl`	Constructing a High-Dimensional ACM J. Exp. Algorithmics Sami Sieranoja, Pasi Fränti
2018	—	`conf`	Dimensionally Distributed Density Estimation. ICAISC (2) Pasi Fränti, Sami Sieranoja
2018	J	`jnl`	Efficiency of random swap clustering. J. Big Data Pasi Fränti
2018	—	`conf`	Fast random pair divisive construction of kNN graph using generic distance measures. ICBDC Sami Sieranoja, Pasi Fränti
2018	J	`jnl`	K-means properties on six clustering benchmark datasets. Appl. Intell. Pasi Fränti, Sami Sieranoja
2018	—	`conf`	Mean-Shift Outlier Detection. FSDM Jiawei Yang, Susanto Rahardja, Pasi Fränti
2018	—	`conf`	Medoid-Shift for Noise Removal to Improve Clustering. ICAISC (1) Pasi Fränti, Jiawei Yang
2018	C	`conf`	Multi-Agent Approach Traffic Forecast for Planning Urban Road Infrastructure. TENCON Thomas Chee Tat Ho, Pasi Fränti
2018	—	`conf`	Random Projection for k-means Clustering. ICAISC (1) Sami Sieranoja, Pasi Fränti
2018	—	`conf`	Real-time Electric Vehicle Load Forecast to Meet Timely Energy Dispatch. SOLI Thomas Ho Chee Tat, Pasi Fränti
2018	—	`conf`	Similarity of Mobile Users Based on Sparse Location History. ICAISC (1) Pasi Fränti, Radu Mariescu-Istodor, Karol Waga
2017	J	`jnl`	Framework for location-aware search engine. J. Locat. Based Serv. Andrei Tabarcea, Najlah Gali, Pasi Fränti
2017	—	`conf`	Functional Classification of Websites. SoICT Najlah Gali, Radu Mariescu-Istodor, Pasi Fränti
2017	J	`jnl`	Grid-Based Method for GPS Route Analysis for Retrieval. ACM Trans. Spatial Algorithms Syst. Radu Mariescu-Istodor, Pasi Fränti
2017	J	`jnl`	O-Mopsi: Mobile Orienteering Game for Sightseeing, Exercising, and Education. ACM Trans. Multim. Comput. Commun. Appl. Pasi Fränti, Radu Mariescu-Istodor, Lahari Sengupta
2017	J	`jnl`	Using linguistic features to automatically extract web page title. Expert Syst. Appl. Najlah Gali, Radu Mariescu-Istodor, Pasi Fränti
2016	—	`conf`	Content-based Title Extraction from Web Page. WEBIST (2) Najlah Gali, Pasi Fränti
2016	—	`conf`	GPS Trajectory Biometrics: From Where You Were to How You Move. S+SSPR Sami Sieranoja, Tomi Kinnunen, Pasi Fränti
2016	—	`conf`	Generalizing Centroid Index to Different Clustering Models. S+SSPR Pasi Fränti, Mohammad Rezaei
2016	—	`conf`	Gesture Input for GPS Route Search. S+SSPR Radu Mariescu-Istodor, Pasi Fränti
2016	J	`jnl`	Set Matching Measures for External Cluster Validity. IEEE Trans. Knowl. Data Eng. Mohammad Rezaei, Pasi Fränti
2016	B	`conf`	Similarity measures for title matching. ICPR Najlah Gali, Radu Mariescu-Istodor, Pasi Fränti
2016	—	`conf`	XNN Graph. S+SSPR Pasi Fränti, Radu Mariescu-Istodor, Caiming Zhong
2015	J	`jnl`	A fast minimum spanning tree algorithm based on K-means. Inf. Sci. Caiming Zhong, Mikko I. Malinen, Duoqian Miao, Pasi Fränti
2015	J	`jnl`	A grid-growing clustering algorithm for geo-spatial data. Pattern Recognit. Lett. Qinpei Zhao, Yang Shi, Qin Liu, Pasi Fränti
2015	C	`conf`	Can Social Network Be Used for Location-aware Recommendation?. WEBIST Pasi Fränti, Karol Waga, Chaitanya Khurana
2015	—	`conf`	ClRank: A Method for Keyword Extraction from Web Pages Using Clustering and Distribution of Nouns. WI-IAT (1) Mohammad Rezaei, Najlah Gali, Pasi Fränti
2015	C	`conf`	Extracting Representative Image from Web Page. WEBIST Najlah Gali, Andrei Tabarcea, Pasi Fränti
2015	Misc	`conf`	Noise reduced high dynamic range tone mapping using information content weights. ICASSP Zijian Zhu, Zhengguo Li, Shiqian Wu, Pasi Fränti
2014	—	`conf`	A Comparison of Categorical Attribute Data Clustering Methods. S+SSPR Ville Hautamäki, Antti Pöllänen, Tomi Kinnunen, Kong-Aik Lee, Haizhou Li, Pasi Fränti
2014	—	`conf`	Balanced K-Means for Clustering. S+SSPR Mikko I. Malinen, Pasi Fränti
2014	J	`jnl`	Centroid Ratio for a Pairwise Random Swap Clustering Algorithm. IEEE Trans. Knowl. Data Eng. Qinpei Zhao, Pasi Fränti
2014	J	`jnl`	Centroid index: Cluster level similarity measure. Pattern Recognit. Pasi Fränti, Mohammad Rezaei, Qinpei Zhao
2014	J	`jnl`	K-means Pattern Recognit. Mikko I. Malinen, Radu Mariescu-Istodor, Pasi Fränti
2014	—	`conf`	Low Complexity Spatial Similarity Measure of GPS Trajectories. WEBIST (1) Radu Mariescu-Istodor, Andrei Tabarcea, Rahim Saeidi, Pasi Fränti
2014	—	`conf`	Matching Similarity for Keyword-Based Clustering. S+SSPR Mohammad Rezaei, Pasi Fränti
2014	—	`conf`	Modelling implications & impacts of going green with EV in Singapore with multi-agent systems. APSIPA Thomas Chee Tat Ho, Rongshan Yu, James Russell Lim, Pasi Fränti
2014	—	`ed.`	Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, S+SSPR 2014, Joensuu, Finland, August 20-22, 2014. Proceedings S+SSPR Pasi Fränti, Gavin Brown, Marco Loog, Francisco Escolano, Marcello Pelillo
2014	J	`jnl`	WB-index: A sum-of-squares based index for cluster validity. Data Knowl. Eng. Qinpei Zhao, Pasi Fränti
2013	—	`conf`	Fast Approximate Minimum Spanning Tree Algorithm Based on K-Means. CAIP (1) Caiming Zhong, Mikko I. Malinen, Duoqian Miao, Pasi Fränti
2013	C	`conf`	O-Mopsi: Mobile Orienteering Game using Geotagged Photos. WEBIST Andrei Tabarcea, Zhentian Wan, Karol Waga, Pasi Fränti
2013	C	`conf`	Real Time Access to Multiple GPS Tracks. WEBIST Karol Waga, Andrei Tabarcea, Radu Mariescu-Istodor, Pasi Fränti
2012	—	`conf`	2D denoising factor for high dynamic range imaging. SIGGRAPH Posters Zijian Zhu, Zhengguo Li, Susanto Rahardja, Pasi Fränti
2012	J	`jnl`	A Fast $O(N)$ Multiresolution Polygonal Approximation Algorithm for GPS Trajectory Simplification. IEEE Trans. Image Process. Minjie Chen, Mantao Xu, Pasi Fränti
2012	J	`jnl`	A Joint Approach for Single-Channel Speaker Identification and Speech Separation. IEEE Trans. Speech Audio Process. Pejman Mowlaee, Rahim Saeidi, Mads Græsbøll Christensen, Zheng-Hua Tan, Tomi Kinnunen, Pasi Fränti, Søren Holdt Jensen
2012	J	`jnl`	Clustering by analytic functions. Inf. Sci. Mikko I. Malinen, Pasi Fränti
2012	B	`conf`	Compression of GPS Trajectories. DCC Minjie Chen, Mantao Xu, Pasi Fränti
2012	B	`conf`	Compression of GPS trajectories using optimized approximation. ICPR Minjie Chen, Mantao Xu, Pasi Fränti
2012	C	`conf`	Detecting movement type by route segmentation and classification. CollaborateCom Karol Waga, Andrei Tabarcea, Minjie Chen, Pasi Fränti
2012	B	`conf`	Keyword clustering for automatic categorization. ICPR Qinpei Zhao, Mohammad Rezaei, Hao Chen, Pasi Fränti
2012	J	`jnl`	Random swap EM algorithm for Gaussian mixture models. Pattern Recognit. Lett. Qinpei Zhao, Ville Hautamäki, Ismo Kärkkäinen, Pasi Fränti
2012	C	`conf`	Recommendation of points of interest from user generated data collection. CollaborateCom Karol Waga, Andrei Tabarcea, Pasi Fränti
2011	J	`jnl`	Adaptive Context-Tree-Based Statistical Filtering for Raster Map Image Denoising. IEEE Trans. Multim. Minjie Chen, Mantao Xu, Pasi Fränti
2011	B	`conf`	Adaptive filtering of raster map images using optimal context selection. ICIP Minjie Chen, Mantao Xu, Pasi Fränti
2011	J	`jnl`	Comparison of clustering methods: A case study of text-independent speaker modeling. Pattern Recognit. Lett. Tomi Kinnunen, Ilja Sidoroff, Marko Tuononen, Pasi Fränti
2011	B	`conf`	De-ghosting of HDR images with double-credit intensity mapping. ICIP Zijian Zhu, Zhengguo Li, Susanto Rahardja, Pasi Fränti
2011	C	`conf`	Extending external validity measures for determining the number of clusters. ISDA Qinpei Zhao, Mantao Xu, Pasi Fränti
2011	C	`conf`	Four Aspects of Relevance in Sharing Location-based Media: Content, Time, Location and Network. WEBIST Pasi Fränti, Jinhua Chen, Andrei Tabarcea
2011	Misc	`conf`	K-means: Clustering by Gradual Data Transformation. ICIG Mikko I. Malinen, Pasi Fränti
2011	J	`jnl`	Minimum spanning tree based split-and-merge: A hierarchical clustering method. Inf. Sci. Caiming Zhong, Duoqian Miao, Pasi Fränti
2011	C	`conf`	Multi-site heterogeneous system fusions for the Albayzin 2010 Language Recognition Evaluation. ASRU Luis Javier Rodríguez, Mikel Peñagarikano, Amparo Varona, Mireia Díez, Germán Bordel, David Martínez González, Jesús Antonio Villalba López, Antonio Miguel, Alfonso Ortega, Eduardo Lleida, Alberto Abad, Oscar Koller, Isabel Trancoso, Paula Lopez-Otero, Laura Docío Fernández, Carmen García-Mateo, Rahim Saeidi, Mehdi Soufifar, Tomi Kinnunen, Torbjørn Svendsen, Pasi Fränti
2011	Misc	`conf`	RSEM: An Accelerated Algorithm on Repeated EM. ICIG Qinpei Zhao, Ville Hautamäki, Pasi Fränti
2011	A	`conf`	Sinusoidal Approach for the Single-Channel Speech Separation and Recognition Challenge. INTERSPEECH Pejman Mowlaee, Rahim Saeidi, Zheng-Hua Tan, Mads Græsbøll Christensen, Tomi Kinnunen, Pasi Fränti, Søren Holdt Jensen
2010	—	`conf`	Ad-Hoc Georeferencing of Web-Pages Using Street-Name Prefix Trees. WEBIST (Selected Papers) Andrei Tabarcea, Ville Hautamäki, Pasi Fränti
2010	—	`conf`	Ad-hoc Georeferencing of Web-pages using Street-name Prefix Trees. WEBIST (1) Andrei Tabarcea, Ville Hautamäki, Pasi Fränti
2010	B	`conf`	Detecting and composing near-identical HDR images without exposure information. ICIP Zijian Zhu, Susanto Rahardja, Zhengguo Li, Pasi Fränti
2010	B	`conf`	Fast dynamic quantization algorithm for vector map compression. ICIP Minjie Chen, Mantao Xu, Pasi Fränti
2010	A	`conf`	Improving monaural speaker identification by double-talk detection. INTERSPEECH Rahim Saeidi, Pejman Mowlaee, Tomi Kinnunen, Zheng-Hua Tan, Mads Græsbøll Christensen, Søren Holdt Jensen, Pasi Fränti
2010	Misc	`conf`	Joint frame and Gaussian selection for text independent speaker verification. ICASSP Rahim Saeidi, Tomi Kinnunen, Hamid Reza Sadegh Mohammadi, Robert D. Rodman, Pasi Fränti
2010	Misc	`conf`	Joint single-channel speech separation and speaker identification. ICASSP Pejman Mowlaee, Rahim Saeidi, Zheng-Hua Tan, Mads Græsbøll Christensen, Pasi Fränti, Søren Holdt Jensen
2010	A	`conf`	Location-based search engine for multimedia phones. ICME Pasi Fränti, Andrei Tabarcea, Juha Kuittinen, Ville Hautamäki
2010	Misc	`conf`	MOPSI location-based search engine: concept, architecture and prototype. SAC Pasi Fränti, Juha Kuittinen, Andrei Tabarcea, Lomanzi Sakala
2010	B	`conf`	Optimized Entropy-constrained Vector Quantization of lossy Vector Map Compression. ICPR Minjie Chen, Mantao Xu, Pasi Fränti
2010	B	`conf`	Signal-to-Signal Ratio Independent Speaker Identification for Co-channel Speech Signals. ICPR Rahim Saeidi, Pejman Mowlaee, Tomi Kinnunen, Zheng-Hua Tan, Mads Græsbøll Christensen, Søren Holdt Jensen, Pasi Fränti
2010	A	`conf`	Statistical filtering of raster map images. ICME Minjie Chen, Mantao Xu, Pasi Fränti
2009	J	`jnl`	Comparative evaluation of maximum a Posteriori vector quantization and gaussian mixture models in speaker verification. Pattern Recognit. Lett. Tomi Kinnunen, Juhani Saastamoinen, Ville Hautamäki, Mikko Vinni, Pasi Fränti
2009	Misc	`conf`	Comparing maximum a posteriori vector quantization and Gaussian mixture models in speaker verification. ICASSP Tomi Kinnunen, Juhani Saastamoinen, Ville Hautamäki, Mikko Vinni, Pasi Fränti
2009	—	`conf`	Developing Speaker Recognition System: From Prototype to Practical Application. e-Forensics Pasi Fränti, Juhani Saastamoinen, Ismo Kärkkäinen, Tomi Kinnunen, Ville Hautamäki, Ilja Sidoroff
2009	B	`conf`	Multi-layer filtering approach for map images. ICIP Minjie Chen, Mantao Xu, Pasi Fränti
2009	—	`conf`	On the Efficiency of Swap-Based Clustering. ICANNGA Pasi Fränti, Olli Virmajoki
2009	B	`conf`	Random swap EM algorithm for finite mixture models in image segmentation. ICIP Qinpei Zhao, Ville Hautamäki, Ismo Kärkkäinen, Pasi Fränti
2009	—	`conf`	Sum-of-Squares Based Cluster Validity Index and Significance Analysis. ICANNGA Qinpei Zhao, Mantao Xu, Pasi Fränti
2008	—	`conf`	Automatic voice activity detection in different speech applications. e-Forensics Marko Tuononen, Rosa González Hautamäki, Pasi Fränti
2008	J	`jnl`	Cascaded RLS-LMS Prediction in MPEG-4 Lossless Audio Coding. IEEE Trans. Speech Audio Process. Haibin Huang, Pasi Fränti, Dong-Yan Huang, Susanto Rahardja
2008	A	`conf`	Deterministic and randomized local search algorithms for clustering. ICME Pasi Fränti, Marko Tuononen, Olli Virmajoki
2008	B	`conf`	Knee Point Detection in BIC for Detecting the Number of Clusters. ACIVS Qinpei Zhao, Ville Hautamäki, Pasi Fränti
2008	—	`conf`	Knee Point Detection on Bayesian Information Criterion. ICTAI (2) Qinpei Zhao, Mantao Xu, Pasi Fränti
2008	J	`jnl`	Maximum a Posteriori Adaptation of the Centroid Model for Speaker Verification. IEEE Signal Process. Lett. Ville Hautamäki, Tomi Kinnunen, Ismo Kärkkäinen, Juhani Saastamoinen, Marko Tuononen, Pasi Fränti
2008	B	`conf`	Probabilistic clustering by random swap algorithm. ICPR Pasi Fränti, Olli Virmajoki, Ville Hautamäki
2008	J	`jnl`	Text-independent speaker recognition using graph matching. Pattern Recognit. Lett. Ville Hautamäki, Tomi Kinnunen, Pasi Fränti
2008	B	`conf`	Time-series clustering by approximate prototypes. ICPR Ville Hautamäki, Pekka Nykänen, Pasi Fränti
2007	J	`jnl`	Gradual model generator for single-pass clustering. Pattern Recognit. Ismo Kärkkäinen, Pasi Fränti
2007	J	`jnl`	Lossless Compression of Color Map Images by Context Tree Modeling. IEEE Trans. Image Process. Alexander Akimov, Alexander Kolesnikov, Pasi Fränti
2007	J	`jnl`	Lossless compression of map contours by context tree modeling of chain codes. Pattern Recognit. Alexander Akimov, Alexander Kolesnikov, Pasi Fränti
2007	J	`jnl`	Polygonal approximation of closed discrete curves. Pattern Recognit. Alexander Kolesnikov, Pasi Fränti
2007	—	`conf`	Statistical Filtering of Raster Map Images Using a Context Tree Model. SITIS Alexey Podlasov, Pavel Kopylov, Pasi Fränti
2006	—	`conf`	Cascaded RLS-LMS Prediction in MPEG-4 Lossless Audio Coding. ICASSP (5) Haibin Huang, Susanto Rahardja, Xiao Lin, Rongshan Yu, Pasi Fränti
2006	J	`jnl`	Context quantization by kernel Fisher discriminant. IEEE Trans. Image Process. Mantao Xu, Xiaolin Wu, Pasi Fränti
2006	J	`jnl`	Fast Agglomerative Clustering Using a k-Nearest Neighbor Graph. IEEE Trans. Pattern Anal. Mach. Intell. Pasi Fränti, Olli Virmajoki, Ville Hautamäki
2006	J	`jnl`	Iterative shrinking method for clustering problems. Pattern Recognit. Pasi Fränti, Olli Virmajoki
2006	B	`conf`	Lossless Compression of Color Map Images by Context Tree Modeling. DCC Alexander Akimov, Alexander Kolesnikov, Pasi Fränti
2006	J	`jnl`	Lossless image compression via bit-plane separation and multilayer context tree modeling. J. Electronic Imaging Alexey Podlasov, Pasi Fränti
2006	B	`conf`	Merge-Based Color Quantization and Context Tree Modeling for Compression of Color Quantized Images. ICIP Alexey Podlasov, Pasi Fränti
2006	J	`jnl`	Morphological reconstruction of semantic layers in map images. J. Electronic Imaging Alexey Podlasov, Eugene I. Ageenko, Pasi Fränti
2006	—	`conf`	On the Use of Long-Term Average Spectrum in Automatic Speaker Recognition. ISCSLP Tomi Kinnunen, Ville Hautamäki, Pasi Fränti
2006	J	`jnl`	Real-time speaker identification and verification. IEEE Trans. Speech Audio Process. Tomi Kinnunen, Evgeny Karpov, Pasi Fränti
2006	—	`conf`	Speaker, Vocabulary and Context Independent Word Spotting System for Continuous Speech. ISCSLP Radu Timofte, Ville Hautamäki, Pasi Fränti
2005	J	`jnl`	Accuracy of MFCC-Based Speaker Recognition in Series 60 Device. EURASIP J. Adv. Signal Process. Juhani Saastamoinen, Evgeny Karpov, Ville Hautamäki, Pasi Fränti
2005	—	`conf`	Clustering Based on Principal Curve. SCIA Ioan Cleju, Pasi Fränti, Xiaolin Wu
2005	J	`jnl`	Compression of map images by multilayer context tree modeling. IEEE Trans. Image Process. Pavel Kopylov, Pasi Fränti
2005	J	`jnl`	Data reduction of large vector graphics. Pattern Recognit. Alexander Kolesnikov, Pasi Fränti
2005	—	`conf`	Eye-Movements as a Biometric. SCIA Roman Bednarik, Tomi Kinnunen, Andrei Mihaila, Pasi Fränti
2005	A*	`conf`	Gradual Model Generator for Single-Pass Clustering. ICDM Ismo Kärkkäinen, Pasi Fränti
2005	—	`conf`	Improving K-Means by Outlier Removal. SCIA Ville Hautamäki, Svetlana Cherednichenko, Ismo Kärkkäinen, Tomi Kinnunen, Pasi Fränti
2005	—	`conf`	Lossless Compression of Map Contours by Context Tree Modeling of Chain Codes. SCIA Alexander Akimov, Alexander Kolesnikov, Pasi Fränti
2005	—	`conf`	Min-polygonal approximation of closed curves. ICIP (2) Alexander Kolesnikov, Pasi Fränti
2005	—	`conf`	Optimal algorithm for convexity measure calculation. ICIP (1) Alexander Kolesnikov, Pasi Fränti
2004	B	`conf`	A heuristic k-means clustering algorithm by kernel pca. ICIP Mantao Xu, Pasi Fränti
2004	J	`jnl`	Compression of map images for real-time applications. Image Vis. Comput. Pasi Fränti, Eugene I. Ageenko, Pavel Kopylov, Sami Gröhn, Florian Berger
2004	—	`conf`	Delta-MSE Dissimilarity in Suboptimal K-Means Clustering. ICPR (4) Mantao Xu, Pasi Fränti
2004	—	`conf`	Divide-and-Conquer Algorithm for Creating Neighborhood Graph for Clustering. ICPR (1) Olli Virmajoki, Pasi Fränti
2004	A	`conf`	Efficient online cohort selection method for speaker verification. INTERSPEECH Tomi Kinnunen, Evgeny Karpov, Pasi Fränti
2004	B	`conf`	Filtering of color map images by context tree modeling. ICIP Pavel Kopylov, Pasi Fränti
2004	—	`conf`	Multiresolution Polygonal Approximation of Digital Curves. ICPR (2) Alexander Kolesnikov, Pasi Fränti, Xiaolin Wu
2004	B	`conf`	Optimal multiresolution polygonal approximation. ICIP Alexander Kolesnikov, Pasi Fränti
2004	—	`conf`	Outlier Detection Using k-Nearest Neighbour Graph. ICPR (3) Ville Hautamäki, Ismo Kärkkäinen, Pasi Fränti
2004	A	`conf`	Real-time speaker identification. INTERSPEECH Pasi Fränti, Evgeny Karpov, Tomi Kinnunen
2004	B	`conf`	Reference line approach for vector data compression. ICIP Alexander Akimov, Alexander Kolesnikov, Pasi Fränti
2004	Misc	`conf`	Symbol representation in map image compression. SAC Alexander Akimov, Pasi Fränti
2004	B	`conf`	Variable metric for binary vector ouantization. ICIP Ismo Kärkkäinen, Pasi Fränti
2003	—	`conf`	A Speaker Pruning Algorithm for Real-Time Speaker Identification. AVBPA Tomi Kinnunen, Evgeny Karpov, Pasi Fränti
2003	J	`jnl`	Classification of binary vectors by using SC distance to minimize stochastic complexity. Pattern Recognit. Lett. Pasi Fränti, Mantao Xu, Ismo Kärkkäinen
2003	—	`conf`	Context Clustering in Lossless Compression of Gray-Scale Image. SCIA Mantao Xu, Pasi Fränti
2003	A*	`conf`	Fast PNN-based Clustering Using K-nearest Neighbor Graph. ICDM Pasi Fränti, Olli Virmajoki, Ville Hautamäki
2003	—	`conf`	Fast algorithm for multiple-objects min-ε problem. ICIP (1) Alexander Kolesnikov, Pasi Fränti
2003	J	`jnl`	Fast pairwise nearest neighbor based algorithm for multilevel thresholding. J. Electronic Imaging Olli Virmajoki, Pasi Fränti
2003	—	`conf`	Multilevel thresholding by fast PNN-based algorithm. Image Processing: Algorithms and Systems Olli Virmajoki, Pasi Fränti
2003	A	`conf`	On the fusion of dissimilarity-based classifiers for speaker identification. INTERSPEECH Tomi Kinnunen, Ville Hautamäki, Pasi Fränti
2003	B	`conf`	Optimal layer ordering in the compression of map images. DCC Pavel Kopylov, Pasi Fränti
2003	—	`conf`	Polygonal Approximation of Closed Contours. SCIA Alexander Kolesnikov, Pasi Fränti
2003	J	`jnl`	Reduced-search dynamic programming for approximation of polygonal curves. Pattern Recognit. Lett. Alexander Kolesnikov, Pasi Fränti
2003	J	`jnl`	Self-Adaptive Genetic Algorithm for Clustering. J. Heuristics Juha Kivijärvi, Pasi Fränti, Olli Nevalainen
2002	—	`conf`	A Fast Near-Optimal Algorithm for Approximation of Polygonal Curves. ICPR (4) Alexander Kolesnikov, Pasi Fränti
2002	—	`conf`	Branch-and-Bound Technique for Solving Optimal Clustering. ICPR (2) Pasi Fränti, Olli Virmajoki, Timo Kaukoranta
2002	—	`conf`	Classification of Binary Vectors by Using ??SC-Distance. ICPR (2) Pasi Fränti, Mantao Xu
2002	Misc	`conf`	Compressing multi-component digital maps using JBIG2. ICASSP Pasi Fränti, Eugene I. Ageenko, Pavel Kopylov, Sami Gröhn
2002	B	`conf`	Context Tree Compression of Multi-Component Map Images. DCC Pavel Kopylov, Pasi Fränti
2002	J	`jnl`	Context-based compression of binary images in parallel. Softw. Pract. Exp. Eugene I. Ageenko, Martti Forsell, Pasi Fränti
2002	—	`conf`	Data mining for personal navigation. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Gurushyam Hariharan, Pasi Fränti, Sandeep Mehta
2002	—	`conf`	Dynamic Local Search for Clustering with Unknown Number of Clusters. ICPR (2) Ismo Kärkkäinen, Pasi Fränti
2002	—	`conf`	Dynamic use of map images in mobile environment. ICIP (3) Pasi Fränti, Pavel Kopylov, Viktor Veis
2002	—	`conf`	Iterative shrinking method for generating clustering. ICIP (2) Pasi Fränti, Olli Virmajoki, Timo Kaukoranta
2002	J	`jnl`	Using Hough transform for context-based image compression in hybrid raster/vector applications. J. Electronic Imaging Pasi Fränti, Eugene I. Ageenko, Saku Kukkonen, Heikki Kälviäinen
2001	C	`conf`	Fast PNN Using Partial Distortion Search. CAIP Olli Virmajoki, Pasi Fränti, Timo Kaukoranta
2001	A	`conf`	Is speech data clustered? - statistical analysis of cepstral features. INTERSPEECH Tomi Kinnunen, Ismo Kärkkäinen, Pasi Fränti
2001	—	`conf`	On the size and shape of multi-level context templates for compression of map images. ICIP (3) Eugene I. Ageenko, Pavel Kopylov, Pasi Fränti
2001	—	`conf`	Speaker Discriminative Weighting Method for VQ-Based Speaker Identification. AVBPA Tomi Kinnunen, Pasi Fränti
2000	J	`jnl`	A fast exact GLA based on code vector activity detection. IEEE Trans. Image Process. Timo Kaukoranta, Pasi Fränti, Olli Nevalainen
2000	—	`conf`	Compression of large binary images in digital spatial libraries. Storage and Retrieval for Media Databases Eugene I. Ageenko, Pasi Fränti
2000	J	`jnl`	Content-based matching of line-drawing images using the Hough transform. Int. J. Document Anal. Recognit. Pasi Fränti, Alexey Mednonogov, Ville Kyrki, Heikki Kälviäinen
2000	—	`conf`	Context-based filtering for document image compression. Document Recognition and Retrieval Eugene I. Ageenko, Pasi Fränti
2000	J	`jnl`	Context-based filtering of document images. Pattern Recognit. Lett. Eugene I. Ageenko, Pasi Fränti
2000	A	`conf`	Efficient clustering with a self-adaptive genetic algorithm. GECCO Juha Kivijärvi, Pasi Fränti, Olli Nevalainen
2000	J	`jnl`	Fast and memory efficient implementation of the exact PNN. IEEE Trans. Image Process. Pasi Fränti, Timo Kaukoranta, Day-Fann Shen, Kuo-Shu Chang
2000	J	`jnl`	Genetic algorithm with deterministic crossover for vector quantization. Pattern Recognit. Lett. Pasi Fränti
2000	B	`conf`	Hough Transform for Rotation Invariant Matching of Line-Drawing Images. ICPR Pasi Fränti, Alexey Mednonogov, Heikki Kälviäinen
2000	J	`jnl`	Lossless compression of large binary images in digital spatial libraries. Comput. Graph. Eugene I. Ageenko, Pasi Fränti
2000	J	`jnl`	N-Candidate methods for location invariant dithering of color images. Image Vis. Comput. Kjell Lemström, Pasi Fränti
2000	J	`jnl`	Randomised Local Search Algorithm for the Clustering Problem. Pattern Anal. Appl. Pasi Fränti, Juha Kivijärvi
1999	J	`jnl`	Binary vector quantizer design using soft centroids. Signal Process. Image Commun. Pasi Fränti, Timo Kaukoranta
1999	—	`conf`	Forward Adaptive Modeling for Context-Based Compression of Large Binary Images in Applications Requiring Spatial Access. ICIP (3) Eugene I. Ageenko, Pasi Fränti
1999	J	`jnl`	Forward-adaptive Method for Context-based Compression of Large Binary Images. Softw. Pract. Exp. Eugene I. Ageenko, Pasi Fränti
1999	—	`conf`	On the Use of Context Tree for Binary Image Compression. ICIP (3) Pasi Fränti, Eugene I. Ageenko
1999	B	`conf`	Reduced Comparison Search for the Exact GLA. Data Compression Conference Timo Kaukoranta, Pasi Fränti, Olli Nevalainen
1999	J	`jnl`	Vectorising and Feature-Based Filtering for Line-Drawing Image Compression. Pattern Anal. Appl. Pasi Fränti, Eugene I. Ageenko, Alexander Kolesnikov
1998	—	`conf`	A New Iterative Algorithm for VQ Codebook Generation. ICIP (2) Timo Kaukoranta, Pasi Fränti, Olli Nevalainen
1998	J	`jnl`	Blockwise distortion measure for statistical and structural errors in digital images. Signal Process. Image Commun. Pasi Fränti
1998	J	`jnl`	Context Model Automata for Text Compression. Comput. J. Pasi Fränti, Timo Hatakka
1998	—	`conf`	Fast Implementation of the Optimal PNN Method. ICIP (3) Pasi Fränti, Timo Kaukoranta
1998	J	`jnl`	Tabu search algorithm for codebook generation in vector quantization. Pattern Recognit. Pasi Fränti, Juha Kivijärvi, Olli Nevalainen
1997	J	`jnl`	Genetic Algorithms for Large-Scale Clustering Problems. Comput. J. Pasi Fränti, Juha Kivijärvi, Timo Kaukoranta, Olli Nevalainen
1996	J	`jnl`	On the design of a hierarchical BTC-VQ compression system. Signal Process. Image Commun. Pasi Fränti, Timo Kaukoranta, Olli Nevalainen
1995	J	`jnl`	Block truncation coding with entropy coding. IEEE Trans. Commun. Pasi Fränti, Olli Nevalainen
1995	J	`jnl`	Compression of Binary Images by Composite Methods Based on Block Coding. J. Vis. Commun. Image Represent. Pasi Fränti, Olli Nevalainen
1995	J	`jnl`	Thesis alerts. Signal Process. Pasi Fränti
1994	J	`jnl`	A fast and efficient compression method for binary images. Signal Process. Image Commun. Pasi Fränti
1994	J	`jnl`	Arithmetic Coding of Weighted Finite Automata. RAIRO Theor. Informatics Appl. Jarkko Kari, Pasi Fränti
1994	J	`jnl`	Compression of Digital Images by Block Truncation Coding: A Survey. Comput. J. Pasi Fränti, Olli Nevalainen, Timo Kaukoranta
1993	J	`jnl`	A Two-Stage Modelling Method for Compressing Binary Images by Arithmetic Coding. Comput. J. Pasi Fränti, Olli Nevalainen