A Two-Stage Modelling Method for Compressing Binary Images by Arithmetic Coding. - Pasi Fränti; Olli Nevalainen (Comput. J., 1993)

Compression of Digital Images by Block Truncation Coding: A Survey. - Pasi Fränti; Olli Nevalainen; Timo Kaukoranta (Comput. J., 1994)

Arithmetic Coding of Weighted Finite Automata. - Jarkko Kari; Pasi Fränti (RAIRO Theor. Informatics Appl., 1994)

A fast and efficient compression method for binary images. - Pasi Fränti (Signal Process. Image Commun., 1994)

Compression of Binary Images by Composite Methods Based on Block Coding. - Pasi Fränti; Olli Nevalainen (J. Vis. Commun. Image Represent., 1995)

Thesis alerts. - Pasi Fränti (Signal Process., 1995)

Block truncation coding with entropy coding. - Pasi Fränti; Olli Nevalainen (IEEE Trans. Commun., 1995)

On the design of a hierarchical BTC-VQ compression system. - Pasi Fränti; Timo Kaukoranta; Olli Nevalainen (Signal Process. Image Commun., 1996)

Genetic Algorithms for Large-Scale Clustering Problems. - Pasi Fränti; Juha Kivijärvi; Timo Kaukoranta; Olli Nevalainen (Comput. J., 1997)

Fast Implementation of the Optimal PNN Method. - Pasi Fränti; Timo Kaukoranta (ICIP (3), 1998)

A New Iterative Algorithm for VQ Codebook Generation. - Timo Kaukoranta; Pasi Fränti; Olli Nevalainen (ICIP (2), 1998)

Context Model Automata for Text Compression. - Pasi Fränti; Timo Hatakka (Comput. J., 1998)

Tabu search algorithm for codebook generation in vector quantization. - Pasi Fränti; Juha Kivijärvi; Olli Nevalainen (Pattern Recognit., 1998)

Blockwise distortion measure for statistical and structural errors in digital images. - Pasi Fränti (Signal Process. Image Commun., 1998)

Reduced Comparison Search for the Exact GLA. - Timo Kaukoranta; Pasi Fränti; Olli Nevalainen (Data Compression Conference, 1999)

Forward Adaptive Modeling for Context-Based Compression of Large Binary Images in Applications Requiring Spatial Access. - Eugene I. Ageenko; Pasi Fränti (ICIP (3), 1999)

On the Use of Context Tree for Binary Image Compression. - Pasi Fränti; Eugene I. Ageenko (ICIP (3), 1999)

Vectorising and Feature-Based Filtering for Line-Drawing Image Compression. - Pasi Fränti; Eugene I. Ageenko; Alexander Kolesnikov 001 (Pattern Anal. Appl., 1999)

Forward-adaptive Method for Context-based Compression of Large Binary Images. - Eugene I. Ageenko; Pasi Fränti (Softw. Pract. Exp., 1999)

Binary vector quantizer design using soft centroids. - Pasi Fränti; Timo Kaukoranta (Signal Process. Image Commun., 1999)

Context-based filtering for document image compression. - Eugene I. Ageenko; Pasi Fränti (Document Recognition and Retrieval, 2000)

Efficient clustering with a self-adaptive genetic algorithm. - Juha Kivijärvi; Pasi Fränti; Olli Nevalainen (GECCO, 2000)

Hough Transform for Rotation Invariant Matching of Line-Drawing Images. - Pasi Fränti; Alexey Mednonogov; Heikki Kälviäinen (ICPR, 2000)

Compression of large binary images in digital spatial libraries. - Eugene I. Ageenko; Pasi Fränti (Storage and Retrieval for Media Databases, 2000)

Lossless compression of large binary images in digital spatial libraries. - Eugene I. Ageenko; Pasi Fränti (Comput. Graph., 2000)

Content-based matching of line-drawing images using the Hough transform. - Pasi Fränti; Alexey Mednonogov; Ville Kyrki; Heikki Kälviäinen (Int. J. Document Anal. Recognit., 2000)

N-Candidate methods for location invariant dithering of color images. - Kjell Lemström; Pasi Fränti (Image Vis. Comput., 2000)

Randomised Local Search Algorithm for the Clustering Problem. - Pasi Fränti; Juha Kivijärvi (Pattern Anal. Appl., 2000)

Context-based filtering of document images. - Eugene I. Ageenko; Pasi Fränti (Pattern Recognit. Lett., 2000)

Genetic algorithm with deterministic crossover for vector quantization. - Pasi Fränti (Pattern Recognit. Lett., 2000)

Fast and memory efficient implementation of the exact PNN. - Pasi Fränti; Timo Kaukoranta; Day-Fann Shen; Kuo-Shu Chang (IEEE Trans. Image Process., 2000)

A fast exact GLA based on code vector activity detection. - Timo Kaukoranta; Pasi Fränti; Olli Nevalainen (IEEE Trans. Image Process., 2000)

Speaker Discriminative Weighting Method for VQ-Based Speaker Identification. - Tomi Kinnunen; Pasi Fränti (AVBPA, 2001)

Fast PNN Using Partial Distortion Search. - Olli Virmajoki; Pasi Fränti; Timo Kaukoranta (CAIP, 2001)

On the size and shape of multi-level context templates for compression of map images. - Eugene I. Ageenko; Pavel Kopylov; Pasi Fränti (ICIP (3), 2001)

Is speech data clustered? - statistical analysis of cepstral features. - Tomi Kinnunen; Ismo Kärkkäinen; Pasi Fränti (INTERSPEECH, 2001)

Context Tree Compression of Multi-Component Map Images. - Pavel Kopylov; Pasi Fränti (DCC, 2002)

Data mining for personal navigation. - Gurushyam Hariharan; Pasi Fränti; Sandeep Mehta (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2002)

Compressing multi-component digital maps using JBIG2. - Pasi Fränti; Eugene I. Ageenko; Pavel Kopylov; Sami Gröhn (ICASSP, 2002)

Dynamic use of map images in mobile environment. - Pasi Fränti; Pavel Kopylov; Viktor Veis (ICIP (3), 2002)

Iterative shrinking method for generating clustering. - Pasi Fränti; Olli Virmajoki; Timo Kaukoranta (ICIP (2), 2002)

Branch-and-Bound Technique for Solving Optimal Clustering. - Pasi Fränti; Olli Virmajoki; Timo Kaukoranta (ICPR (2), 2002)

Classification of Binary Vectors by Using ??SC-Distance. - Pasi Fränti; Mantao Xu (ICPR (2), 2002)

Dynamic Local Search for Clustering with Unknown Number of Clusters. - Ismo Kärkkäinen; Pasi Fränti (ICPR (2), 2002)

A Fast Near-Optimal Algorithm for Approximation of Polygonal Curves. - Alexander Kolesnikov 001; Pasi Fränti (ICPR (4), 2002)

Using Hough transform for context-based image compression in hybrid raster/vector applications. - Pasi Fränti; Eugene I. Ageenko; Saku Kukkonen; Heikki Kälviäinen (J. Electronic Imaging, 2002)

Context-based compression of binary images in parallel. - Eugene I. Ageenko; Martti Forsell; Pasi Fränti (Softw. Pract. Exp., 2002)

A Speaker Pruning Algorithm for Real-Time Speaker Identification. - Tomi Kinnunen; Evgeny Karpov; Pasi Fränti (AVBPA, 2003)

Optimal layer ordering in the compression of map images. - Pavel Kopylov; Pasi Fränti (DCC, 2003)

Fast PNN-based Clustering Using K-nearest Neighbor Graph. - Pasi Fränti; Olli Virmajoki; Ville Hautamäki (ICDM, 2003)

Fast algorithm for multiple-objects min-ε problem. - Alexander Kolesnikov 001; Pasi Fränti (ICIP (1), 2003)

On the fusion of dissimilarity-based classifiers for speaker identification. - Tomi Kinnunen; Ville Hautamäki; Pasi Fränti (INTERSPEECH, 2003)

Multilevel thresholding by fast PNN-based algorithm. - Olli Virmajoki; Pasi Fränti (Image Processing: Algorithms and Systems, 2003)

Polygonal Approximation of Closed Contours. - Alexander Kolesnikov 001; Pasi Fränti (SCIA, 2003)

Context Clustering in Lossless Compression of Gray-Scale Image. - Mantao Xu; Pasi Fränti (SCIA, 2003)

Self-Adaptive Genetic Algorithm for Clustering. - Juha Kivijärvi; Pasi Fränti; Olli Nevalainen (J. Heuristics, 2003)

Fast pairwise nearest neighbor based algorithm for multilevel thresholding. - Olli Virmajoki; Pasi Fränti (J. Electronic Imaging, 2003)

Classification of binary vectors by using SC distance to minimize stochastic complexity. - Pasi Fränti; Mantao Xu; Ismo Kärkkäinen (Pattern Recognit. Lett., 2003)

Reduced-search dynamic programming for approximation of polygonal curves. - Alexander Kolesnikov 001; Pasi Fränti (Pattern Recognit. Lett., 2003)

Reference line approach for vector data compression. - Alexander Akimov; Alexander Kolesnikov 001; Pasi Fränti (ICIP, 2004)

Variable metric for binary vector ouantization. - Ismo Kärkkäinen; Pasi Fränti (ICIP, 2004)

Optimal multiresolution polygonal approximation. - Alexander Kolesnikov 001; Pasi Fränti (ICIP, 2004)

Filtering of color map images by context tree modeling. - Pavel Kopylov; Pasi Fränti (ICIP, 2004)

A heuristic k-means clustering algorithm by kernel pca. - Mantao Xu; Pasi Fränti (ICIP, 2004)

Outlier Detection Using k-Nearest Neighbour Graph. - Ville Hautamäki; Ismo Kärkkäinen; Pasi Fränti (ICPR (3), 2004)

Multiresolution Polygonal Approximation of Digital Curves. - Alexander Kolesnikov 001; Pasi Fränti; Xiaolin Wu 001 (ICPR (2), 2004)

Divide-and-Conquer Algorithm for Creating Neighborhood Graph for Clustering. - Olli Virmajoki; Pasi Fränti (ICPR (1), 2004)

Delta-MSE Dissimilarity in Suboptimal K-Means Clustering. - Mantao Xu; Pasi Fränti (ICPR (4), 2004)

Real-time speaker identification. - Pasi Fränti; Evgeny Karpov; Tomi Kinnunen (INTERSPEECH, 2004)

Efficient online cohort selection method for speaker verification. - Tomi Kinnunen; Evgeny Karpov; Pasi Fränti (INTERSPEECH, 2004)

Symbol representation in map image compression. - Alexander Akimov; Pasi Fränti (SAC, 2004)

Compression of map images for real-time applications. - Pasi Fränti; Eugene I. Ageenko; Pavel Kopylov; Sami Gröhn; Florian Berger (Image Vis. Comput., 2004)

Optimal algorithm for convexity measure calculation. - Alexander Kolesnikov 001; Pasi Fränti (ICIP (1), 2005)

Min-polygonal approximation of closed curves. - Alexander Kolesnikov 001; Pasi Fränti (ICIP (2), 2005)

Eye-Movements as a Biometric. - Roman Bednarik; Tomi Kinnunen; Andrei Mihaila; Pasi Fränti (SCIA, 2005)

Clustering Based on Principal Curve. - Ioan Cleju; Pasi Fränti; Xiaolin Wu 001 (SCIA, 2005)

Improving K-Means by Outlier Removal. - Ville Hautamäki; Svetlana Cherednichenko; Ismo Kärkkäinen; Tomi Kinnunen; Pasi Fränti (SCIA, 2005)

Accuracy of MFCC-Based Speaker Recognition in Series 60 Device. - Juhani Saastamoinen; Evgeny Karpov; Ville Hautamäki; Pasi Fränti (EURASIP J. Adv. Signal Process., 2005)

Data reduction of large vector graphics. - Alexander Kolesnikov 001; Pasi Fränti (Pattern Recognit., 2005)

Compression of map images by multilayer context tree modeling. - Pavel Kopylov; Pasi Fränti (IEEE Trans. Image Process., 2005)

Cascaded RLS-LMS Prediction in MPEG-4 Lossless Audio Coding. - Haibin Huang; Susanto Rahardja; Xiao Lin 001; Rongshan Yu; Pasi Fränti (ICASSP (5), 2006)

Merge-Based Color Quantization and Context Tree Modeling for Compression of Color Quantized Images. - Alexey Podlasov; Pasi Fränti (ICIP, 2006)

On the Use of Long-Term Average Spectrum in Automatic Speaker Recognition. - Tomi Kinnunen; Ville Hautamäki; Pasi Fränti (ISCSLP, 2006)

Speaker, Vocabulary and Context Independent Word Spotting System for Continuous Speech. - Radu Timofte; Ville Hautamäki; Pasi Fränti (ISCSLP, 2006)

Morphological reconstruction of semantic layers in map images. - Alexey Podlasov; Eugene I. Ageenko; Pasi Fränti (J. Electronic Imaging, 2006)

Lossless image compression via bit-plane separation and multilayer context tree modeling. - Alexey Podlasov; Pasi Fränti (J. Electronic Imaging, 2006)

Fast Agglomerative Clustering Using a k-Nearest Neighbor Graph. - Pasi Fränti; Olli Virmajoki; Ville Hautamäki (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Iterative shrinking method for clustering problems. - Pasi Fränti; Olli Virmajoki (Pattern Recognit., 2006)

Real-time speaker identification and verification. - Tomi Kinnunen; Evgeny Karpov; Pasi Fränti (IEEE Trans. Speech Audio Process., 2006)

Context quantization by kernel Fisher discriminant. - Mantao Xu; Xiaolin Wu 001; Pasi Fränti (IEEE Trans. Image Process., 2006)

Statistical Filtering of Raster Map Images Using a Context Tree Model. - Alexey Podlasov; Pavel Kopylov; Pasi Fränti (SITIS, 2007)

Lossless compression of map contours by context tree modeling of chain codes. - Alexander Akimov; Alexander Kolesnikov 001; Pasi Fränti (Pattern Recognit., 2007)

Gradual model generator for single-pass clustering. - Ismo Kärkkäinen; Pasi Fränti (Pattern Recognit., 2007)

Polygonal approximation of closed discrete curves. - Alexander Kolesnikov 001; Pasi Fränti (Pattern Recognit., 2007)

Lossless Compression of Color Map Images by Context Tree Modeling. - Alexander Akimov; Alexander Kolesnikov 001; Pasi Fränti (IEEE Trans. Image Process., 2007)

Knee Point Detection in BIC for Detecting the Number of Clusters. - Qinpei Zhao; Ville Hautamäki; Pasi Fränti (ACIVS, 2008)

Automatic voice activity detection in different speech applications. - Marko Tuononen; Rosa González Hautamäki; Pasi Fränti (e-Forensics, 2008)

Deterministic and randomized local search algorithms for clustering. - Pasi Fränti; Marko Tuononen; Olli Virmajoki (ICME, 2008)

Probabilistic clustering by random swap algorithm. - Pasi Fränti; Olli Virmajoki; Ville Hautamäki (ICPR, 2008)

Time-series clustering by approximate prototypes. - Ville Hautamäki; Pekka Nykänen; Pasi Fränti (ICPR, 2008)

Knee Point Detection on Bayesian Information Criterion. - Qinpei Zhao; Mantao Xu; Pasi Fränti (ICTAI (2), 2008)

Text-independent speaker recognition using graph matching. - Ville Hautamäki; Tomi Kinnunen; Pasi Fränti (Pattern Recognit. Lett., 2008)

Maximum a Posteriori Adaptation of the Centroid Model for Speaker Verification. - Ville Hautamäki; Tomi Kinnunen; Ismo Kärkkäinen; Juhani Saastamoinen; Marko Tuononen; Pasi Fränti (IEEE Signal Process. Lett., 2008)

Cascaded RLS-LMS Prediction in MPEG-4 Lossless Audio Coding. - Haibin Huang; Pasi Fränti; Dong-Yan Huang; Susanto Rahardja (IEEE Trans. Speech Audio Process., 2008)

Developing Speaker Recognition System: From Prototype to Practical Application. - Pasi Fränti; Juhani Saastamoinen; Ismo Kärkkäinen; Tomi Kinnunen; Ville Hautamäki; Ilja Sidoroff (e-Forensics, 2009)

On the Efficiency of Swap-Based Clustering. - Pasi Fränti; Olli Virmajoki (ICANNGA, 2009)

Sum-of-Squares Based Cluster Validity Index and Significance Analysis. - Qinpei Zhao; Mantao Xu; Pasi Fränti (ICANNGA, 2009)

Comparing maximum a posteriori vector quantization and Gaussian mixture models in speaker verification. - Tomi Kinnunen; Juhani Saastamoinen; Ville Hautamäki; Mikko Vinni; Pasi Fränti (ICASSP, 2009)

Multi-layer filtering approach for map images. - Minjie Chen; Mantao Xu; Pasi Fränti (ICIP, 2009)

Random swap EM algorithm for finite mixture models in image segmentation. - Qinpei Zhao; Ville Hautamäki; Ismo Kärkkäinen; Pasi Fränti (ICIP, 2009)

Comparative evaluation of maximum a Posteriori vector quantization and gaussian mixture models in speaker verification. - Tomi Kinnunen; Juhani Saastamoinen; Ville Hautamäki; Mikko Vinni; Pasi Fränti (Pattern Recognit. Lett., 2009)

Joint single-channel speech separation and speaker identification. - Pejman Mowlaee; Rahim Saeidi; Zheng-Hua Tan; Mads Græsbøll Christensen; Pasi Fränti; Søren Holdt Jensen (ICASSP, 2010)

Joint frame and Gaussian selection for text independent speaker verification. - Rahim Saeidi; Tomi Kinnunen; Hamid Reza Sadegh Mohammadi; Robert D. Rodman; Pasi Fränti (ICASSP, 2010)

Fast dynamic quantization algorithm for vector map compression. - Minjie Chen; Mantao Xu; Pasi Fränti (ICIP, 2010)

Detecting and composing near-identical HDR images without exposure information. - Zijian Zhu; Susanto Rahardja; Zhengguo Li; Pasi Fränti (ICIP, 2010)

Statistical filtering of raster map images. - Minjie Chen; Mantao Xu; Pasi Fränti (ICME, 2010)

Location-based search engine for multimedia phones. - Pasi Fränti; Andrei Tabarcea; Juha Kuittinen; Ville Hautamäki (ICME, 2010)

Optimized Entropy-constrained Vector Quantization of lossy Vector Map Compression. - Minjie Chen; Mantao Xu; Pasi Fränti (ICPR, 2010)

Signal-to-Signal Ratio Independent Speaker Identification for Co-channel Speech Signals. - Rahim Saeidi; Pejman Mowlaee; Tomi Kinnunen; Zheng-Hua Tan; Mads Græsbøll Christensen; Søren Holdt Jensen; Pasi Fränti (ICPR, 2010)

Improving monaural speaker identification by double-talk detection. - Rahim Saeidi; Pejman Mowlaee; Tomi Kinnunen; Zheng-Hua Tan; Mads Græsbøll Christensen; Søren Holdt Jensen; Pasi Fränti (INTERSPEECH, 2010)

MOPSI location-based search engine: concept, architecture and prototype. - Pasi Fränti; Juha Kuittinen; Andrei Tabarcea; Lomanzi Sakala (SAC, 2010)

Ad-Hoc Georeferencing of Web-Pages Using Street-Name Prefix Trees. - Andrei Tabarcea; Ville Hautamäki; Pasi Fränti (WEBIST (Selected Papers), 2010)

Multi-site heterogeneous system fusions for the Albayzin 2010 Language Recognition Evaluation. - Luis Javier Rodríguez; Mikel Peñagarikano; Amparo Varona; Mireia Díez; Germán Bordel; David Martínez González; Jesús Antonio Villalba López; Antonio Miguel; Alfonso Ortega 001; Eduardo Lleida; Alberto Abad; Oscar Koller; et al. (ASRU, 2011)

K-means: Clustering by Gradual Data Transformation. - Mikko I. Malinen; Pasi Fränti (ICIG, 2011)

RSEM: An Accelerated Algorithm on Repeated EM. - Qinpei Zhao; Ville Hautamäki; Pasi Fränti (ICIG, 2011)

Adaptive filtering of raster map images using optimal context selection. - Minjie Chen; Mantao Xu; Pasi Fränti (ICIP, 2011)

De-ghosting of HDR images with double-credit intensity mapping. - Zijian Zhu; Zhengguo Li; Susanto Rahardja; Pasi Fränti (ICIP, 2011)

Sinusoidal Approach for the Single-Channel Speech Separation and Recognition Challenge. - Pejman Mowlaee; Rahim Saeidi; Zheng-Hua Tan; Mads Græsbøll Christensen; Tomi Kinnunen; Pasi Fränti; Søren Holdt Jensen (INTERSPEECH, 2011)

Extending external validity measures for determining the number of clusters. - Qinpei Zhao; Mantao Xu; Pasi Fränti (ISDA, 2011)

Four Aspects of Relevance in Sharing Location-based Media: Content, Time, Location and Network. - Pasi Fränti; Jinhua Chen; Andrei Tabarcea (WEBIST, 2011)

Minimum spanning tree based split-and-merge: A hierarchical clustering method. - Caiming Zhong; Duoqian Miao; Pasi Fränti (Inf. Sci., 2011)

Comparison of clustering methods: A case study of text-independent speaker modeling. - Tomi Kinnunen; Ilja Sidoroff; Marko Tuononen; Pasi Fränti (Pattern Recognit. Lett., 2011)

Adaptive Context-Tree-Based Statistical Filtering for Raster Map Image Denoising. - Minjie Chen; Mantao Xu; Pasi Fränti (IEEE Trans. Multim., 2011)

Detecting movement type by route segmentation and classification. - Karol Waga; Andrei Tabarcea; Minjie Chen; Pasi Fränti (CollaborateCom, 2012)

Recommendation of points of interest from user generated data collection. - Karol Waga; Andrei Tabarcea; Pasi Fränti (CollaborateCom, 2012)

Compression of GPS Trajectories. - Minjie Chen; Mantao Xu; Pasi Fränti (DCC, 2012)

Compression of GPS trajectories using optimized approximation. - Minjie Chen; Mantao Xu; Pasi Fränti (ICPR, 2012)

Keyword clustering for automatic categorization. - Qinpei Zhao; Mohammad Rezaei; Hao Chen; Pasi Fränti (ICPR, 2012)

2D denoising factor for high dynamic range imaging. - Zijian Zhu; Zhengguo Li; Susanto Rahardja; Pasi Fränti (SIGGRAPH Posters, 2012)

Clustering by analytic functions. - Mikko I. Malinen; Pasi Fränti (Inf. Sci., 2012)

Random swap EM algorithm for Gaussian mixture models. - Qinpei Zhao; Ville Hautamäki; Ismo Kärkkäinen; Pasi Fränti (Pattern Recognit. Lett., 2012)

A Joint Approach for Single-Channel Speaker Identification and Speech Separation. - Pejman Mowlaee; Rahim Saeidi; Mads Græsbøll Christensen; Zheng-Hua Tan; Tomi Kinnunen; Pasi Fränti; Søren Holdt Jensen (IEEE Trans. Speech Audio Process., 2012)

A Fast $O(N)$ Multiresolution Polygonal Approximation Algorithm for GPS Trajectory Simplification. - Minjie Chen; Mantao Xu; Pasi Fränti (IEEE Trans. Image Process., 2012)

Fast Approximate Minimum Spanning Tree Algorithm Based on K-Means. - Caiming Zhong; Mikko I. Malinen; Duoqian Miao; Pasi Fränti (CAIP (1), 2013)

O-Mopsi: Mobile Orienteering Game using Geotagged Photos. - Andrei Tabarcea; Zhentian Wan; Karol Waga; Pasi Fränti (WEBIST, 2013)

Real Time Access to Multiple GPS Tracks. - Karol Waga; Andrei Tabarcea; Radu Mariescu-Istodor; Pasi Fränti (WEBIST, 2013)

Modelling implications & impacts of going green with EV in Singapore with multi-agent systems. - Thomas Chee Tat Ho; Rongshan Yu; James Russell Lim; Pasi Fränti (APSIPA, 2014)

A Comparison of Categorical Attribute Data Clustering Methods. - Ville Hautamäki; Antti Pöllänen; Tomi Kinnunen; Kong-Aik Lee; Haizhou Li 001; Pasi Fränti (S+SSPR, 2014)

Balanced K-Means for Clustering. - Mikko I. Malinen; Pasi Fränti (S+SSPR, 2014)

Matching Similarity for Keyword-Based Clustering. - Mohammad Rezaei; Pasi Fränti (S+SSPR, 2014)

Low Complexity Spatial Similarity Measure of GPS Trajectories. - Radu Mariescu-Istodor; Andrei Tabarcea; Rahim Saeidi; Pasi Fränti (WEBIST (1), 2014)

WB-index: A sum-of-squares based index for cluster validity. - Qinpei Zhao; Pasi Fränti (Data Knowl. Eng., 2014)

Centroid index: Cluster level similarity measure. - Pasi Fränti; Mohammad Rezaei; Qinpei Zhao (Pattern Recognit., 2014)

K-means⁎: Clustering by gradual data transformation. - Mikko I. Malinen; Radu Mariescu-Istodor; Pasi Fränti (Pattern Recognit., 2014)

Centroid Ratio for a Pairwise Random Swap Clustering Algorithm. - Qinpei Zhao; Pasi Fränti (IEEE Trans. Knowl. Data Eng., 2014)

Noise reduced high dynamic range tone mapping using information content weights. - Zijian Zhu; Zhengguo Li; Shiqian Wu; Pasi Fränti (ICASSP, 2015)

ClRank: A Method for Keyword Extraction from Web Pages Using Clustering and Distribution of Nouns. - Mohammad Rezaei; Najlah Gali; Pasi Fränti (WI-IAT (1), 2015)

Can Social Network Be Used for Location-aware Recommendation?. - Pasi Fränti; Karol Waga; Chaitanya Khurana (WEBIST, 2015)

Extracting Representative Image from Web Page. - Najlah Gali; Andrei Tabarcea; Pasi Fränti (WEBIST, 2015)

A fast minimum spanning tree algorithm based on K-means. - Caiming Zhong; Mikko I. Malinen; Duoqian Miao; Pasi Fränti (Inf. Sci., 2015)

A grid-growing clustering algorithm for geo-spatial data. - Qinpei Zhao; Yang Shi 002; Qin Liu 004; Pasi Fränti (Pattern Recognit. Lett., 2015)

Similarity measures for title matching. - Najlah Gali; Radu Mariescu-Istodor; Pasi Fränti (ICPR, 2016)

XNN Graph. - Pasi Fränti; Radu Mariescu-Istodor; Caiming Zhong (S+SSPR, 2016)

Generalizing Centroid Index to Different Clustering Models. - Pasi Fränti; Mohammad Rezaei (S+SSPR, 2016)

Gesture Input for GPS Route Search. - Radu Mariescu-Istodor; Pasi Fränti (S+SSPR, 2016)

GPS Trajectory Biometrics: From Where You Were to How You Move. - Sami Sieranoja; Tomi Kinnunen; Pasi Fränti (S+SSPR, 2016)

Content-based Title Extraction from Web Page. - Najlah Gali; Pasi Fränti (WEBIST (2), 2016)

Set Matching Measures for External Cluster Validity. - Mohammad Rezaei; Pasi Fränti (IEEE Trans. Knowl. Data Eng., 2016)

Functional Classification of Websites. - Najlah Gali; Radu Mariescu-Istodor; Pasi Fränti (SoICT, 2017)

Using linguistic features to automatically extract web page title. - Najlah Gali; Radu Mariescu-Istodor; Pasi Fränti (Expert Syst. Appl., 2017)

Framework for location-aware search engine. - Andrei Tabarcea; Najlah Gali; Pasi Fränti (J. Locat. Based Serv., 2017)

O-Mopsi: Mobile Orienteering Game for Sightseeing, Exercising, and Education. - Pasi Fränti; Radu Mariescu-Istodor; Lahari Sengupta (ACM Trans. Multim. Comput. Commun. Appl., 2017)

Grid-Based Method for GPS Route Analysis for Retrieval. - Radu Mariescu-Istodor; Pasi Fränti (ACM Trans. Spatial Algorithms Syst., 2017)

Mean-Shift Outlier Detection. - Jiawei Yang 001; Susanto Rahardja; Pasi Fränti (FSDM, 2018)

Similarity of Mobile Users Based on Sparse Location History. - Pasi Fränti; Radu Mariescu-Istodor; Karol Waga (ICAISC (1), 2018)

Dimensionally Distributed Density Estimation. - Pasi Fränti; Sami Sieranoja (ICAISC (2), 2018)

Medoid-Shift for Noise Removal to Improve Clustering. - Pasi Fränti; Jiawei Yang 001 (ICAISC (1), 2018)

Random Projection for k-means Clustering. - Sami Sieranoja; Pasi Fränti (ICAISC (1), 2018)

Fast random pair divisive construction of kNN graph using generic distance measures. - Sami Sieranoja; Pasi Fränti (ICBDC, 2018)

Real-time Electric Vehicle Load Forecast to Meet Timely Energy Dispatch. - Thomas Ho Chee Tat; Pasi Fränti (SOLI, 2018)

Multi-Agent Approach Traffic Forecast for Planning Urban Road Infrastructure. - Thomas Chee Tat Ho; Pasi Fränti (TENCON, 2018)

K-means properties on six clustering benchmark datasets. - Pasi Fränti; Sami Sieranoja (Appl. Intell., 2018)

Efficiency of random swap clustering. - Pasi Fränti (J. Big Data, 2018)

Constructing a High-Dimensional kNN-Graph Using a Z-Order Curve. - Sami Sieranoja; Pasi Fränti (ACM J. Exp. Algorithmics, 2018)

CellNet: Inferring Road Networks from GPS Trajectories. - Radu Mariescu-Istodor; Pasi Fränti (ACM Trans. Spatial Algorithms Syst., 2018)

DOM-based keyword extraction from web pages. - Himat Shah; Mohammad Rezaei; Pasi Fränti (AIIPCC, 2019)

Outlier detection: how to threshold outlier scores? - Jiawei Yang 001; Susanto Rahardja; Pasi Fränti (AIIPCC, 2019)

Predicting the difficulty of TSP instances using MST. - Lahari Sengupta; Pasi Fränti (INDIN, 2019)

H-Rank: A keywords extraction method from web pages using POS tags. - Himat Shah; Muhammad Usman Shahid Khan; Pasi Fränti (INDIN, 2019)

Analysing the Dynamics of Interbeat Interval Time Series Using Grouped Horizontal Visibility Graph. - Gulraiz Iqbal Choudhary; Wajid Aziz; Ishtiaq Rasool Khan; Susanto Rahardja; Pasi Fränti (IEEE Access, 2019)

Framework for syntactic string similarity measures. - Najlah Gali; Radu Mariescu-Istodor; Damien Hostettler; Pasi Fränti (Expert Syst. Appl., 2019)

Activity event recommendation and attendance prediction. - Radu Mariescu-Istodor; Abu Sadat Md. Sayem; Pasi Fränti (J. Locat. Based Serv., 2019)

How much can k-means be improved by using better initialization and repeats? - Pasi Fränti; Sami Sieranoja (Pattern Recognit., 2019)

Fast and general density peaks clustering. - Sami Sieranoja; Pasi Fränti (Pattern Recognit. Lett., 2019)

Efficiency of Web Crawling for Geotagged Image Retrieval. - Nancy Fazal; Khue Nguyen; Pasi Fränti (Webology, 2019)

Can the Number of Clusters Be Determined by External Indices? - Mohammad Rezaei; Pasi Fränti (IEEE Access, 2020)

Detection of time irreversibility in interbeat interval time series by visible and nonvisible motifs from horizontal visibility graph. - Gulraiz Iqbal Choudhary; Wajid Aziz; Pasi Fränti (Biomed. Signal Process. Control., 2020)

Context-aware similarity of GPS trajectories. - Radu Mariescu-Istodor; Pasi Fränti (J. Locat. Based Serv., 2020)

Image Segmentation by Pairwise Nearest Neighbor Using Mumford-Shah Model. - Nilima Shah; Dhanesh Patel; Pasi Fränti (CECNet, 2021)

Using Open Street Map for Content Creation in Location-Based Games. - Nancy Fazal; Radu Mariescu-Istodor; Pasi Fränti (FRUCT, 2021)

A review of motion planning algorithms for intelligent robotics. - Chengmin Zhou; Bingding Huang; Pasi Fränti (CoRR, 2021)

An advantage actor-critic algorithm for robotic motion planning in dense and dynamic scenarios. - Chengmin Zhou; Bingding Huang; Pasi Fränti (CoRR, 2021)

Solving the Large-Scale TSP Problem in 1 h: Santa Claus Challenge 2020. - Radu Mariescu-Istodor; Pasi Fränti (Frontiers Robotics AI, 2021)

Fast Mumford-Shah Two-Phase Image Segmentation Using Proximal Splitting Scheme. - Nilima Shah; Dhanesh Patel; Pasi Fränti (J. Appl. Math., 2021)

k-Means image segmentation using Mumford-Shah model. - Nilima Shah; Dhanesh Patel; Pasi Fränti (J. Electronic Imaging, 2021)

Fast travel-distance estimation using overhead graph. - Radu Mariescu-Istodor; Pasi Fränti (J. Locat. Based Serv., 2021)

Averaging GPS segments competition 2019. - Pasi Fränti; Radu Mariescu-Istodor (Pattern Recognit., 2021)

Mean-shift outlier detection and filtering. - Jiawei Yang 001; Susanto Rahardja; Pasi Fränti (Pattern Recognit., 2021)

Web-tool for optimizing locations of health centers. - Pasi Fränti; Radu Mariescu-Istodor; Awais Akram (CENTERIS/ProjMAN/HCist, 2022)

Efficient and Reliable Clustering by Parallel Random Swap Algorithm. - Libero Nigro; Franco Cicirelli; Pasi Fränti (DS-RT, 2022)

A lightweight classification of adaptor proteins using transformer networks. - Sylwan Rahardja; Mou Wang; Binh P. Nguyen; Pasi Fränti; Susanto Rahardja (BMC Bioinform., 2022)

Is Medoid Suitable for Averaging GPS Trajectories? - Biliaminu Jimoh; Radu Mariescu-Istodor; Pasi Fränti (ISPRS Int. J. Geo Inf., 2022)

A review of motion planning algorithms for intelligent robots. - Chengmin Zhou; Bingding Huang; Pasi Fränti (J. Intell. Manuf., 2022)

Adapting k-means for graph clustering. - Sami Sieranoja; Pasi Fränti (Knowl. Inf. Syst., 2022)

Relevant Tag Extraction Based on Image Visual Content. - Nancy Fazal; Pasi Fränti (ICAI (2), 2023)

How to Select Optimal Parameters for Neighborhood-Based Outlier Detectors? - Sylwan Rahardja; Xu Tan 004; Junqi Chen 001; Jiawei Yang 001; Jie Chen; Pasi Fränti (ICSPCC, 2023)

Single-lead ECG recordings modeling for end-to-end recognition of atrial fibrillation with dual-path RNN. - Mou Wang; Sylwan Rahardja; Pasi Fränti; Susanto Rahardja (Biomed. Signal Process. Control., 2023)

Neighborhood Averaging for Improving Outlier Detectors. - Jiawei Yang 001; Susanto Rahardja; Pasi Fränti (CoRR, 2023)

Bayesian inference for data-efficient, explainable, and safe robotic motion planning: A review. - Chengmin Zhou; Chao Wang; Haseeb Hassan; Himat Shah; Bingding Huang; Pasi Fränti (CoRR, 2023)

Hybrid of representation learning and reinforcement learning for dynamic and complex robotic motion planning. - Chengmin Zhou; Xin Lu; Jiapeng Dai; Bingding Huang; Xiaoxu Liu; Pasi Fränti (CoRR, 2023)

Attention-based advantage actor-critic algorithm with prioritized experience replay for complex 2-D robotic motion planning. - Chengmin Zhou; Bingding Huang; Haseeb Hassan; Pasi Fränti (J. Intell. Manuf., 2023)

Classification of Interbeat Interval Time-Series Using Attention Entropy. - Jiawei Yang 001; Gulraiz Iqbal Choudhary; Susanto Rahardja; Pasi Fränti (IEEE Trans. Affect. Comput., 2023)

Design Principles for Content Creation in Location-Based Games. - Pasi Fränti; Nancy Fazal (ACM Trans. Multim. Comput. Commun. Appl., 2023)

Soft precision and recall. - Pasi Fränti; Radu Mariescu-Istodor (Pattern Recognit. Lett., 2023)

Parallel random swap: An efficient and reliable clustering algorithm in Java. - Libero Nigro; Franco Cicirelli; Pasi Fränti (Simul. Model. Pract. Theory, 2023)

Two Medoid-Based Algorithms for Clustering Sets. - Libero Nigro; Pasi Fränti (Algorithms, 2023)

Predicting onset of disease progression using temporal disease occurrence networks. - Gulraiz Iqbal Choudhary; Pasi Fränti (Int. J. Medical Informatics, 2023)

K-sets and k-swaps algorithms for clustering sets. - Mohammad Rezaei; Pasi Fränti (Pattern Recognit., 2023)

NoSimple: Data Bias Evaluation Metrics. - Sylwan Rahardja; Pasi Fränti (IMCOM, 2024)

What is wrong with MDPI: Is it a predator or a serious competitor? - Pasi Fränti (CoRR, 2024)

Representation Learning and Reinforcement Learning for Dynamic Complex Motion Planning System. - Chengmin Zhou; Bingding Huang; Pasi Fränti (IEEE Trans. Neural Networks Learn. Syst., 2024)

Smoothing Outlier Scores Is All You Need to Improve Outlier Detectors. - Jiawei Yang 001; Susanto Rahardja; Pasi Fränti (IEEE Trans. Knowl. Data Eng., 2024)

Smoothing Outlier Scores is All You Need to Improve Outlier Detectors (Extended Abstract). - Jiawei Yang 001; Susanto Rahardja; Pasi Fränti (ICDE, 2025)

Fixed-sized clusters k-Means. - Mikko I. Malinen; Pasi Fränti (CoRR, 2025)

Combining Bayesian Inference and Reinforcement Learning for Agent Decision Making: A Review. - Chengmin Zhou; Ville Kyrki; Pasi Fränti; Laura Ruotsalainen (CoRR, 2025)

Social media data for content creation in location-based games. - Nancy Fazal; Pasi Fränti (J. Locat. Based Serv., 2025)

Emotional response to music: the Emotify + dataset. - Abigail Wiafe; Sami Sieranoja; Abedin Bhuiyan; Pasi Fränti (EURASIP J. Audio Speech Music. Process., 2025)

Fast agglomerative clustering using approximate traveling salesman solutions. - Sami Sieranoja; Pasi Fränti (J. Big Data, 2025)