Pasi Fränti
Professori
Tietojenkäsittelytieteen laitos, Luonnontieteiden, metsätieteiden ja tekniikan tiedekunta
pasi.franti@uef.fi | 050 442 2265
0504422265
050 4422265
050 442 2265
+358 50 442 2265
+35850 442 2265
050 4422 265
+358 50 4422 265
+35850 4422 265
+358 50 4422265
+35850 4422265
+358504422265
050 4422265
050 442 2265
+358 50 442 2265
+35850 442 2265
050 4422 265
+358 50 4422 265
+35850 4422 265
+358 50 4422265
+35850 4422265
+358504422265
Tutkimusryhmät
Tiedostot
1 kappaletta
Julkaisut
234 kappaletta-
Affective algorithmic composition of music: A systematic review
Wiafe, Abigail; Fränti, Pasi. 2023. Applied computing and intelligence. 3: 27-43 -
Can we optimize locations of hospitals by minimizing the number of patients at risk?
Fränti, Pasi; Mariescu-Istodor, Radu; Akram, Awais; Satokangas, Markku; Reissell, Eeva. 2023. Bmc health services research. 23: . 415 -
Classification of Interbeat Interval Time-Series Using Attention Entropy
Yang, Jiawei; Choudhary, Gulraiz I; Rahardja, Susanto; Franti, Pasi. 2023. IEEE transactions on affective computing. 14: 321-330 -
Design Principles for Content Creation in Location-Based Games
Fränti, Pasi; Fazal, Nancy. 2023. ACM transactions on multimedia computing, communications, and applications. 19: -
K-sets and k-swaps algorithms for clustering sets
Rezaei, Mohammad; Franti, Pasi. 2023. Pattern recognition. 139: -
Parallel random swap: An efficient and reliable clustering algorithm in java
Nigro, Libero; Cicirelli, Franco; Fränti, Pasi. 2023. Simulation modelling practice and theory. 124: -
Predicting onset of disease progression using temporal disease occurrence networks
Choudhary, G. I.; Fränti, P.. 2023. International journal of medical informatics. 175: . 105068 -
Puzzle-Mopsi: A location-puzzle game
Fränti, Pasi; Kong, Lingyi. 2023. Applied computing and intelligence. 3: 1-12 -
Representation Learning and Reinforcement Learning for Dynamic Complex Motion Planning System
Zhou, Chengmin; Huang, Bingding; Fränti, Pasi. 2023. IEEE Transactions on Neural Networks and Learning Systems. [Epub ahead of print 02 March 2023]: 1-15 -
Single-lead ECG recordings modeling for end-to-end recognition of atrial fibrillation with dual-path RNN
Wang, Mou; Rahardja, Sylwan; Fränti, Pasi; Rahardja, Susanto. 2023. Biomedical signal processing and control. 79: -
Soft precision and recall
Fränti, Pasi; Mariescu-Istodor, Radu. 2023. Pattern recognition letters. 167: 115-121 -
Two Medoid-Based Algorithms for Clustering Sets
Nigro, Libero; Fränti, Pasi. 2023. Algorithms. 16: . 349 -
Web-tool for optimizing locations of health centers
Fränti, Pasi; Mariescu-Istodor, Radu; Akram, Awais. Teoksessa: (toim.) , 2023. . s. 1120-1127. -
A lightweight classification of adaptor proteins using transformer networks
Rahardja, Sylwan; Wang, Mou; Nguyen, Binh P.; Fränti, Pasi; Rahardja, Susanto. 2022. Bmc bioinformatics. 23: . 461 -
Attention-based advantage actor-critic algorithm with prioritized experience replay for complex 2-D robotic motion planning
Zhou, Chengmin; Huang, Bingding; Hassan, Haseeb; Fränti, Pasi. 2022. Journal of intelligent manufacturing. 2023; 34: 151-180 -
Clustering Diagnoses From 58 Million Patient Visits in Finland Between 2015 and 2018
Fränti, Pasi; Sieranoja, Sami; Wikström, Katja; Laatikainen, Tiina. 2022. JMIR medical informatics. 10: -
Combining statistical, structural, and linguistic features for keyword extraction from web pages
Shah, Himat; Fränti, Pasi. 2022. Applied computing and intelligence. 2: 115-132 -
Efficient and Reliable Clustering by Parallel Random Swap Algorithm
Nigro, Libero; Cicirelli, Franco; Fränti, Pasi. Teoksessa: (toim.) , 2022. 2022 IEEE/ACM 26th International Symposium on Distributed Simulation and Real Time Applications (DS-RT). s. 25-28. IEEE -
How power distance affect motivation in cross-cultural environment: findings from Chinese companies in Europe
Wang, Shuo; Fränti, Pasi. 2022. STEM education. 2: 96-120 -
Is Medoid Suitable for Averaging GPS Trajectories?
Jimoh, Biliaminu; Mariescu-Istodor, Radu; Fränti, Pasi. 2022. Isprs international journal of geo-information. 11: -
Optimal clustering by merge-based branch-and-bound
Fränti, Pasi; Virmajoki, Olli. 2022. Applied computing and intelligence. 2: 63-82 -
Power distance in cross-cultural environment: Observations from two Chinese companies in Europe
Wang, Shuo; Fränti, Pasi. 2022. STEM education. 2: 173-196 -
A review of motion planning algorithms for intelligent robots
Zhou, Chengmin; Huang, Bingding; Fränti, Pasi. 2021. Journal of intelligent manufacturing. 2022; 33: 387-424 -
Adapting k-means for graph clustering
Sieranoja, Sami; Fränti, Pasi. 2021. Knowledge and information systems. 2022; 64: 115-142 -
Averaging GPS segments competition 2019
Fränti, Pasi; Mariescu-Istodor, Radu. 2021. Pattern recognition. 112: 107730 -
Comparison of eleven measures for estimating difficulty of open-loop TSP instances
Sengupta, Lahari; Fränti, Pasi. 2021. Applied computational intelligence and soft computing. 1: 1-30 -
Fast Mumford-Shah Two-Phase Image Segmentation Using Proximal Splitting Scheme
Shah, Nilima; Patel, Dhanesh; Fränti, Pasi. 2021. Journal of applied mathematics. 2021: 6618505 -
Fast travel-distance estimation using overhead graph
Mariescu-Istodor, Radu; Fränti, Pasi. 2021. Journal of location based services. 15: 261-279 -
Image Segmentation by Pairwise Nearest Neighbor Using Mumford-Shah Model
Shah, Nilima; Patel, Dhanesh; Fränti, Pasi. Teoksessa: Tallón-Ballesteros; Antonio J.(toim.) , 2021. Proceedings of CECNet 2021. s. 716 - 723. IOS Press -
Mean-shift outlier detection and filtering
Yang, Jiawei; Rahardja, Susanto; Fränti, Pasi. 2021. Pattern recognition. 115: 107874 -
Self-Similarity of Twitter Users
Fatemi, Masoud; Kucher, Kostiantyn; Laitinen, Mikko; Franti, Pasi. Teoksessa: Kucher, Kostiantyn(toim.) , 2021. Proceedings of the 2021 Swedish Workshop on Data Science (SweDS). s. 1-7. IEEE -
Solving the Large-Scale TSP Problem in 1 h: Santa Claus Challenge 2020
Mariescu-Istodor, Radu; Fränti, Pasi. 2021. Frontiers in robotics and AI. 8: 689908 -
Using Open Street Map for Content Creation in Location-Based Games
Fazal, Nancy; Mariescu-Istodor, Radu; Franti, Pasi. Teoksessa: Balandin, Sergey; Koucheryavy, Yevgeni; Tyutina, Tatiana(toim.) , 2021. Proceedings of The 29th Conference of Open Innovations Association FRUCT Tampere, Finland 12-14 May 2021. s. 109-117. FRUCT Oy -
WebRank: Language-Independent Extraction of Keywords from Webpages
Shah, Himat; Mariescu-Istodor, Radu; Fränti, Pasi. Teoksessa: -(toim.) , 2021. 2021 IEEE International Conference on Progress in Informatics and Computing (PIC). s. 184-192. IEEE -
k-Means image segmentation using Mumford-Shah model
Shah, Nilima; Patel, Dhanesh; Fränti, Pasi. 2021. Journal of electronic imaging. 30: 63029 -
Can the Number of Clusters Be Determined by External Indices?
Rezaei, Mohammad; Fränti, Pasi. 2020. IEEE access. 8: 89239-89257 -
Context-aware similarity of GPS trajectories
Mariescu-Istodor, Radu; Fränti, Pasi. 2020. Journal of location based services. 14: 231-251 -
Converting MST to TSP Path by Branch Elimination
Fränti, Pasi; Nenonen, Teemu; Yuan, Mingchuan. 2020. Applied sciences. 2021;11: 177 -
Detection of time irreversibility in interbeat interval time series by visible and nonvisible motifs from horizontal visibility graph
Choudhary, Gulraiz Iqbal; Aziz, Wajid; Fränti, Pasi. 2020. Biomedical signal processing and control. 62: 102052 -
Security and Ethical Concerns of Affective Algorithmic Music Composition in Smart Spaces
Wiafe, Abigail; Fränti, Pasi. Teoksessa: Yaokumah, Winfred; Rajarajan, Muttukrishnan; Abdulai, Jamal-Deen; Wiafe, Isaac; Katsriku, Ferdinand Apietu(toim.) , 2020. Modern Theories and Practices for Cyber Ethics and Security Compliance. s. 193-203. IGI Global -
Activity event recommendation and attendance prediction
Mariescu-Istodor, Radu; Sayem, Abu SM; Fränti, Pasi. 2019. Journal of location based services. 13: 293-319 -
Analysing the Dynamics of Interbeat Interval Time Series Using Grouped Horizontal Visibility Graph
Choudhary, Gulraiz Iqbal; Aziz, Wajid; Khan, Ishtiaq Rasool; Rahardja, Susanto; Fränti, Pasi. 2019. IEEE access. 7: 9926-9934 -
DOM-based keyword extraction from web pages
Shah, Himat; Rezaei, Mohammad; Fränti, Pasi. Teoksessa: Tavares, João Manuel RS(toim.) , 2019. AIIPCC '19: Proceedings of the International Conference on Artificial Intelligence, Information Processing and Cloud Computing. s. 62. ACM -
Efficiency of web crawling for geotagged image retrieval
Fazal, Nancy; Nqyuen, Khue Q; Fränti, Pasi. 2019. Webology. 16: 16-39 -
Fast and General Density Peaks Clustering
Sieranoja, Sami; Fränti, Pasi. 2019. Pattern recognition letters. 128: 551-558 -
Framework for syntactic string similarity measures
Gali, Najlah; Mariescu-Istodor, Radu; Hostettler, Damien; Fränti, Pasi. 2019. Expert systems with applications. 129: 169-185 -
H-Rank: A keywords extraction method from web pages using POS tags
Shah, Himat; Khan, Muhammad US; Fränti, Pasi. Teoksessa: -(toim.) , 2019. Proceedings: 2019 IEEE 17th International Conference on Industrial Informatics (INDIN). s. 264-269. IEEE -
How much k-means can be improved by using better initialization and repeats?
Fränti, Pasi; Sieranoja, Sami. 2019. Pattern recognition. 93: 95-112 -
Modifying Kruskal algorithm to solve open loop TSP
Fränti, Pasi; Nenonen, Henrik. Teoksessa: Bai, Ruibin; Chen, Zhi-Long; Jiawei, Li; Kendall, Graham; McCollum, Barry(toim.) , 2019. MISTA 2019: Proceedings of the 9th Multidisciplinary International Conference on Scheduling: Theory and Applications. s. 584-590. University of Nottingham -
Outlier detection: how to threshold outlier scores?
Yang, JIawei; Rahardja, Susanto; Fränti, Pasi. Teoksessa: Tavares, João Manuel RS(toim.) , 2019. AIIPCC '19: Proceedings of the International Conference on Artificial Intelligence, Information Processing and Cloud Computing. s. 37. ACM -
Predicting difficulty of TSP instances using MST
Sengupta, Lahari; Fränti, Pasi. Teoksessa: -(toim.) , 2019. Proceedings: 2019 IEEE 17th International Conference on Industrial Informatics (INDIN). s. 847-852. IEEE -
Real-time destination prediction for mobile users
Mariescu-Istodor, Radu; Ungureanu, Roxana; Fränti, Pasi. Teoksessa: Gartner, Georg; Huang, Haosheng(toim.) , 2019. 15th International Conference on Location Based Services (LBS 2019). s. 10. Copernicus Publications -
Three rapid methods for averaging GPS segments
Yang, Jiawei; Mariescu-Istodor, Radu; Fränti, Pasi. 2019. Applied sciences. 9: 1-14 -
Which local search operator works best for open loop Euclidean TSP?
Sengupta, Lahari; Mariescu-Istodor, Radu; Fränti, Pasi. 2019. Applied sciences. 9: 3985 -
CellNet: Inferring Road Networks from GPS Trajectories
Mariescu-Istodor, Radu; Fränti, Pasi. 2018. ACM transactions on spatial algorithms and systems. 4: 8 -
Constructing a high-dimensional kNN-graph using a Z-order curve
Sieranoja, Sami; Fränti, Pasi. 2018. ACM journal of experimental algorithmics. 23: 1-21 -
Dimensionally Distributed Density Estimation
Fränti, Pasi; Sieranoja, Sami. Teoksessa: Rutkowski, Leszek; Scherer, Rafal; Korytkowski, Marcin; Pedrycz, Witold; Tadeusiewicz, Ryszard; Zurada, Jacek M(toim.) , 2018. Artificial Intelligence and Soft Computing: 17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part II. s. 343-353. Springer -
Efficiency of random swap clustering
Fränti, Pasi. 2018. Journal of big data. : 13 -
Fast random pair divisive construction of kNN graph using generic distance measures
Sieranoja, Sami; Fränti, Pasi. Teoksessa: -(toim.) , 2018. ICBDC 18: Proceedings of the 2018 International Conference on Big Data and Computing. s. 95-98. ACM -
K-means properties on six clustering benchmark datasets
Fränti, Pasi; Sieranoja, Sami. 2018. Applied intelligence. 48: 4743-4759 -
Mean-shift outlier detection
Yang, Jiawei; Rahardja, Susanto; Fränti, Pasi. Teoksessa: Tallón-Ballesteros, Antonio J; Li, Kaicheng(toim.) , 2018. Fuzzy Systems and Data Mining IV: Proceedings of FSDM 2018. s. 208-215. IOS Press -
Medoid-shift for noise removal to improve clustering
Fränti, Pasi; Yang, Jiawei. Teoksessa: Rutkowski, L; Scherer, R; Korytkowski, M; Pedrycz, W; Tadeusiewicz, R; Zurada, JM(toim.) , 2018. Artificial Intelligence and Soft Computing: 17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part I. s. 604-614. Springer -
Multi-Agent Approach Traffic Forecast for Planning Urban Road Infrastructure
Tat, Thomas Ho Chee; Fränti, Pasi. Teoksessa: -(toim.) , 2018. Proceedings of TENCON 2018: 2018 IEEE Region 10 Conference. s. 1801-1806. IEEE -
Planning Your Route: Where to Start?
Sengupta, Lahari; Mariescu-Istodor, Radu; Fränti, Pasi. 2018. Computational brain & behavior. 1: 252-265 -
Random projection for k-means clustering
Sieranoja, Sami; Fränti, Pasi. Teoksessa: Rutkowski, L; Scherer, R; Korytkowski, M; Pedrycz, W; Tadeusiewicz, R; Zurada, JM(toim.) , 2018. Artificial Intelligence and Soft Computing: 17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part I. s. 680-689. Springer -
Real-time Clustering of Large Geo-Referenced Data for Visualizing on Map
Rezaei, Mohammad; Fränti, Pasi. 2018. Advances in electrical and computer engineering. 18: 63-74 -
Real-time Electric Vehicle Load Forecast to Meet Timely Energy Dispatch
Tat, Thomas Ho Chee; Fränti, Pasi. Teoksessa: -(toim.) , 2018. Proceedings of the 2018 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI 2018). s. 148-153. IEEE -
Similarity of mobile users based on sparse location history
Fränti, Pasi; Mariescu-Istodor, Radu; Waga, Karol. Teoksessa: Rutkowski, L; Scherer, R; Korytkowski, M; Pedrycz, W; Tadeusiewicz, R; Zurada, JM(toim.) , 2018. Artificial Intelligence and Soft Computing: 17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part I. s. 593-603. Springer -
Framework for location-aware search engine
Tabarcea Andrei, Gali Najlah, Fränti Pasi. 2017. Journal of location based services. 11: 50-74 -
Functional Classification of Websites
Gali Najlah, Mariescu Istodor Radu, Fränti Pasi. Teoksessa: Worrawat Engchuan, Dinh Viet Sang, Nguyen Thi Oanh(toim.) , 2017. SoICT '17: Proceedings of the Eighth International Symposium on Information and Communication Technology. s. 34-41. ACM -
Grid-based method for GPS route analysis for retrieval
Mariescu-Istodor Radu, Fränti Pasi. 2017. ACM transactions on spatial algorithms and systems. 3: 8 -
O-Mopsi: mobile orienteering game for sightseeing, exercising and education
Fränti Pasi, Mariescu-Istodoor Radu, Sengupta Lahari. 2017. ACM transactions on multimedia computing, communications, and applications. 13: 56 -
Using linguistic features to automatically extract web page title
Gali N, Mariescu-Istodor R, Fränti P. 2017. Expert systems with applications. 79: 296-312 -
Content-based title extraction from Web Page
Gali Najlah, Fränti Pasi. Teoksessa: Majchrzak Tim A, Traverso Paolo, Monfort Valérie, Krempels Karl-Heinz(toim.) , 2016. Proceedings of the 12th International Conference on Web Information Systems an Technologies. s. 204-210. -
GPS trajectory biometrics: from where you were to how you move
Sieranoja Sami, Kinnunen Tomi, Fränti Pasi. Teoksessa: Antonio Robles-Kelly, Marco Loog, Battista Biggio, Francisco Escolano, Richard Wilson(toim.) , 2016. Structural, Syntactic, and Statistical Pattern Recognition. Joint IAPR International Workshop, S + SSPR 2016, Merida, Mexico, November 29 - December 2, 2016, Proceedings. s. 450-460. Springer -
Generalizing centroid index to different clustering models
Fränti Pasi, Rezaei Mohammad. Teoksessa: Antonio Robles-Kelly, Marco Loog, Battista Biggio, Francisco Escolano, Richard Wilson(toim.) , 2016. Structural, Syntactic, and Statistical Pattern Recognition. Joint IAPR International Workshop, S + SSPR 2016, Merida, Mexico, November 29 - December 2, 2016, Proceedings. s. 285-296. Springer -
Gesture Input for GPS Route Search
Mariescu-Istodor Radu, Fränti Pasi. Teoksessa: Antonio Robles-Kelly, Marco Loog, Battista Biggio, Francisco Escolano, Richard Wilson(toim.) , 2016. Structural, Syntactic, and Statistical Pattern Recognition Joint IAPR International Workshop, S+SSPR 2016, Mérida, Mexico, November 29 - December 2, 2016, Proceedings. s. 439-449. Springer -
Set matching measures for external cluster validity
Rezaei Mohammad, Fränti Pasi. 2016. IEEE transactions on knowledge and data engineering. 28: 2173-2186 -
Similarity measures for title matching
Gali Najlah, Mariescu-Istodor Radu, Fränti Pasi. Teoksessa: -(toim.) , 2016. Proceedings of 23rd International Conference on Pattern Recognition (ICPR), Cancun Center, Cancun Mexico, December 4-8, 2016. s. 1549-1554. -
XNN Graph
Fränti Pasi, Mariescu-Istodor Radu, Zhong Caiming. Teoksessa: Antonio Robles-Kelly, Marco Loog, Battista Biggio, Francisco Escolano, Richard Wilson(toim.) , 2016. Structural, Syntactic, and Statistical Pattern Recognition. Joint IAPR International Workshop, S + SSPR 2016, Merida, Mexico, November 29 - December 2, 2016, Proceedings. s. 207-217. Springer -
Can Social Network be Used for Location-aware Recommendation
Fränti Pasi, Waga Karol, Khurana Chaitanya. Teoksessa: Valérie Monfort, Karl-Heinz Krempels, Tim A. Majchrzak, Ziga Turk (eds.)(toim.) , 2015. Proceedings of 11th International Conference on Web Informartion Systems and Technologies. s. 558-565. -
ClRank: A Method for Keyword Extraction from Web pages using clustering and distribution of nouns
Rezaei Mohammad, Gali Najlah, Fränti Pasi. Teoksessa: -(toim.) , 2015. Web Intelligence and Intelligent Agent Technology (WI-IAT), 2015 IEEE / WIC / ACM International Conference on. s. 79-84. -
Extracting Representative Image from Web Page
Gali Najlah, Tabarcea Andrei, Fränti Pasi. Teoksessa: Valérie Monfort, Karl-Heinz Krempels, Tim A. Majchrzak, Ziga Turk (eds.)(toim.) , 2015. Proceedings of the 11th International Conference on Web Information Systems and. s. 411-419. -
Noise reduced high dynamic range tone mapping using information content weights
Zhu Zijian, Li Zhengguo, Wu Shiqian, Fränti Pasi. Teoksessa: -(toim.) , 2015. 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2015. s. 1255-1259. IEEE -
A Comparison of Categorical Attribute Data Clustering Methods
Hautamäki Ville, Pöllänen Antti, Kinnunen Tomi, Lee Kong Aik, Li Haizhou, Fränti Pasi. 2014. Lecture notes in computer science. 8621: 53-62 -
A fast minimum spanning tree algorithm based on K-means
Zhong Caiming, Malinen Mikko, Miao Duoqian, Fränti Pasi. 2014. Information sciences. 295: 1-17 -
A grid-growing clustering algorithm for geo-spatial data
Zhao Qinbei, Shi Yang, Liu Qin, Fränti Pasi. 2014. Pattern recognition letters. 53: 77-84 -
Balanced k-means for clustering
Malinen Mikko I, Fränti Pasi. Teoksessa: -(toim.) , 2014. Structural, Syntactic, and Statistical Pattern Recognition. s. 32-41. Springer -
Centroid Ratio for a Pairwise Random Swap Clustering Algorithm
Zhao Quinpei, Fränti Pasi. 2014. IEEE transactions on knowledge and data engineering. 26: 1090-1101 -
Centroid index: Cluster level similarity measure
Fränti Pasi, Rezaei Mohammad, Zhao Quinpei. 2014. Pattern recognition. 47: 3034-3045 -
K-means*: Clustering by gradual data transformation
Malinen Mikko I, Mariescu-Istodor Radu, Fränti Pasi. 2014. Pattern recognition. 47: 3376-3386 -
Low Complexity Spatial Similarity Measure of GPS Trajectories
Mariescu-Istodor Radu, Tabarcea Andrei, Saeidi Rahim, Fränti Pasi. Teoksessa: -(toim.) , 2014. Proceedings of 10th International Conference on Web Information Systems and Technologies. s. 62-69. Insticc press -
Matching similarity for keyword-based clustering
Rezaei Mohammad, Fränti Pasi. 2014. Lecture notes in computer science. 8621: 193-202 -
Modelling implications & impacts of going green with EV in Singapore with multi-agent systems
Ho Thomas Chee Tat, Yu Rrongshan, Lim James Russell, Fränti Pasi. Teoksessa: -(toim.) , 2014. Asia-Pacific Signal and Information Processing Association, 2014 Annual Summit and Conference (APSIPA). s. 1-6. -
Structural, Syntactic, and Statistical Pattern Recognition
Fränti Pasi, Brown Gavin, Loog Marco, Escolano Francesco, Pelillo Marcello. 2014. Lecture notes in computer science. . Springer-Verlag -
WB-index: A sum-of-squares based index for cluster validity
Zhao Qinpei, Fränti Pasi. 2014. Data and knowledge engineering. 92: 77-89 -
Fast Approximate Minimum Spanning Tree Algorithm Based on K-Means
Zhong Caiming, Malinen Mikko, Miao Duoqian, Fränti Pasi. Teoksessa: (toim.) , 2013. Computer Analysis of Images and Patterns. s. 262-269. Springer Berlin Heidelberg -
O-Mopsi: Mobile Orienteering Game using Geotagged Photos
Tabarcea Andrei, Wan Zhentian, Waga Karol, Fränti Pasi. Teoksessa: -(toim.) , 2013. 9th International Conference on Web Information Systems and Technologies (WEBIST 2013), 8-10 May, 2013, Aachen, Germany. s. 300-303. -
Real Time Access to Multiple GPS Tracks
Waga Karol, Tabarcea Andrei, Mariescu-Istodor Radu, Fränti Pasi. Teoksessa: -(toim.) , 2013. 9th International Conference on Web Information Systems and Technologies (WEBIST 2013), 8-10 May, 2013, Aachen, Germany. s. 293-299. -
2D denoising factor for high dynamic range imaging
Zhu Zijian, Li Zhengguo, Rahardja Susanto, Fränti Pasi. Teoksessa: -(toim.) , 2012. Proceedings SIGGRAPH 2012, Los Angeles, California, USA, August 5-9,2012. s. -. -
A Joint Approach for Single-Channel Speaker Identification and Speech Separation
Mowlaee Pejman, Saeidi Rahim, Christensen Mads Græsbøll, Tan Zheng-Hua, Kinnunen Tomi, Fränti Pasi, Jensen Søren Holdt. 2012. IEEE transactions on audio speech and language processing. 20: 2586-2601 -
A fast O(N) multi-resolution polygonal approximation algorithm for GPS trajectory simplification
Chen Minjie, Xu Mantao, Fränti Pasi. 2012. IEEE transactions on image processing. 21: 2770-2785 -
Clustering by analytic functions
Malinen Mikko I, Fränti Pasi. 2012. Information sciences. 217: 31-38 -
Compression of GPS Trajectories
Chen Minjie, Xu Mantao, Fränti Pasi. Teoksessa: -(toim.) , 2012. 21st International Conference on Pattern Recognition, ICPR 2012, November 11-15, 2012, Tsukuba, Japan. s. -. IEEE -
Compression of GPS Trajectories using Optimized Approximation
Chen Minjie, Xu Mantao, Fränti Pasi. Teoksessa: -(toim.) , 2012. 21st International Conference on Pattern Recognition (ICPR 2012), November 11-15, 2012, Tsupuka, Japan. s. 3180-3183. -
Detecting movement type by route segmentation and classification
Waga Karol, Tabarcea Andrei, Chen Minjie, Fränti Pasi. Teoksessa: -(toim.) , 2012. 8th International Conference on Collaborative Computing: Networking, Applications and Worksharing (Collaboratecom¿12) Pittsburgh, PA, United States, October 14-17, 2012. s. 508-513. Wiley-IEEE press -
Keyword Clustering for Automatic Categorization
Zhao Qinpei, Rezaei Mohammad, Chen Hao, Fränti Pasi. Teoksessa: -(toim.) , 2012. 21st International Conference on Pattern Recognition (ICPR 2012) November 11-15, 2012, Tsukuba, Japan. s. 2845-2848. -
Random swap em algorithm for Gaussian mixture models
Zhao Qinpei, Hautamäki Ville, Kärkkäinen Ismo, Fränti Pasi. 2012. Pattern recognition letters. 33: 2120-2126 -
Recommendation of points of interest from user generated data collection
Waga Karol, Tabarcea Andrei, Fränti Pasi. Teoksessa: -(toim.) , 2012. 8th International Conference on Collaborative Computing: Networking, Applications and Worksharing, (Collaboratecom¿12) Pittsburgh, PA, United States, October 14-17, 2012. s. 550-555. Wiley-IEEE press -
System for real time storage, retrieval and visualization of GPS tracks
Waga Karol, Tabarcea Andrei, Mariescu-Istodor Radu, Fränti Pasi. Teoksessa: -(toim.) , 2012. 16th International Conference on System Theory, Control and Computing (ICSTCC) 2012, 12-14 October, 2012, Sinaia, Romania. s. 1-5. Wiley-IEEE press -
Adaptive Context-Tree-Based Statistical Filtering for Raster Map Image Denoising
Chen M, Xu M, Fränti P. 2011. IEEE transactions on multimedia. 13: 1195-1207 -
Adaptive filtering of raster map images using optimal context selection
Chen M, Xu,M & Fränti P. Teoksessa: -(toim.) , 2011. IEEE International Conference on Image Processing, ICIP 2011. s. 77-80. -
Combining voice activity detection algorithms by decision fusion
Karpov E, Nasibov Z, Kinnunen T & Fränti P. Teoksessa: -(toim.) , 2011. The XIVth International Conference: Speech and Computer, SPECOM'11. s. 278-283. -
Comparison of clustering methods: A case study of text-independentspeaker modeling
Kinnunen T, Sidoroff I, Tuononen M & Fränti P. 2011. Pattern recognition letters. : 1604-1617 -
Context aware recommendation of location-based data
Waga K, Tabarcea A & Fränti P. Teoksessa: -(toim.) , 2011. 15th International Conference on System Theory, Control and Computing, ICSTCC 2011. s. 658-663. IEEE -
De-ghosting of HDR images with double-credit intensity mapping
Zhu Z, Li Z, Rahardja S & Fränti P. Teoksessa: -(toim.) , 2011. IEEE International Conference on Image Processing, ICIP 2011. s. 1361-1364. IEEE -
Extending external validity measures for determining the number of clusters
Zhao Qinbei, Xu Mantao, Fränti Pasi. Teoksessa: -(toim.) , 2011. 11th International Conference on Intelligent Systems Design and Applications (ISDA) 22 - 24 Nov, 2011, Cordoba, Spain. s. 931-936. IEEE -
Four Aspects of Relevance in Sharing Location-Based Media: Content, Time, Location and Network
Fränti Pasi, Chen Jinhua, Tabarcea Andrei. Teoksessa: -(toim.) , 2011. WEBIST 2011 - 7th International Conference on Web Information Systems and Technologies. s. 413-417. Springer -
K-means: clustering by gradual data transformation
Malinen M & Fränti P. Teoksessa: -(toim.) , 2011. The 6th International Conference on Image and Graphics. s. 350-355. IEEE -
Minimum spanning tree based split-and-merge: A hierarchical clustering method
Zhong Caiming, Miao Duoqian, Fränti Pasi. 2011. Information sciences. 181: 3397-3410 -
Multi-site Heterogeneous System Fusions for the Albayzin 2010 Language Recognition Evalution
Rodríguez-Fuentes Luis Javier, Penagarikano Mikel, Varona Amparo, Díez Mireia, Bordel Germán, Martínez, Villalba Jesús, Miguel Antonio, Ortega Alfonso, Lleida Eduardo, Abad Alberto, Koller Oscar, Trancoso Isabel, Lopez-Otero Paula, Docio-Fernandez Laura, Garcia-Mateo Carmen, Saeidi Rahim, Soufifar Mehdi, Kinnunen Tomi, Svendsen Torbjorn, Fränti Pasi. Teoksessa: -(toim.) , 2011. IEEE Automatic Speech Recognition and Understanding (ASRU 2011), December 11-15, 2011 in Hawaii. s. 377-382. IEEE -
RSEM: an accelerated algorithm on repeated EM
Zhao Q, Hautamäki V & Fränti P. Teoksessa: -(toim.) , 2011. The 6th International Conference on Image and Graphics, ICIG 2011. s. 135-140. IEEE -
Sinusoidal-based approach for single-channel speech separation and recognition challenge
Mowlaee P, Saeidi R, Tan Z, Christensen M, Kinnunen T, Fränti, P, Jensen S. Teoksessa: -(toim.) , 2011. Interspeech 2011, 12th Conference. s. 677-680. -
Ad-Hoc Georeferencing of Web-Pages Using Street-name Prefix Trees
Tabarcea A, Hautamäki V & Fränti P. Teoksessa: -(toim.) , 2010. International Conference on Web Information Systems & Technologies (WEBIST'10), Vol. 1. s. 237-244. -
Detecting and Composing Near-identical HDR Images without Exposure Information
Zhu, Z, Rahardja, S, Li, Z & Fränti, P. Teoksessa: -(toim.) , 2010. Proceedings of 2010 IEEE 17th International Conference on Image Processing, ICIP. s. 3337-3340. -
Fast Dynamic Quantization Algorithm for Vector Map Compression
Chen M, Xu M & Fränti P. Teoksessa: -(toim.) , 2010. Proceedings of 2010 IEEE 17th International Conference on Image Processing, ICIP. s. 4289-4292. -
Image Denoising Using Context Quantization and Local Linear Regression
Tian W, Chen M, Xu M, Fränti P & Wang H. Teoksessa: -(toim.) , 2010. International Conference on Green Circuits and Systems, ICGCS 2010. s. 451-456. -
Improving Monaural Speaker Identification by Double-Talk Detection
Saeidi R, Mowlaee P, Kinnunen T, Tan Z, Christnsen M, Holdt Jensen S & Fränti P. Teoksessa: -(toim.) , 2010. Interspeech'2010. s. 1069-1072. -
Joint Frame and Gaussian Selection for Text Independent Speaker Verification
Saeidi R, Kinnunen T, Mohammadi HRS, Rodman R & Fränti P. Teoksessa: -(toim.) , 2010. IEEE International Conference on Acoustics, Speech, and Signal Processing, (ICASSP'10). s. 4530-4534. -
Joint Single-Channel Speech Separation and Speaker Identification
Mowlaee P, Saeidi R, Tan ZH, Christensen MG, Fränti P & Jensen SH. Teoksessa: -(toim.) , 2010. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'10). s. 4430-4433. -
Location-based search engine for multimedia phones
Fränti P, Tabarcea A, Kuittinen J & Hautamäki V. Teoksessa: Khong AWH and Kim C (Eds.)(toim.) , 2010. 2010 IEEE International Conference on Multimedia & Expo, ICME 2010. s. 558-563. -
Lossless Bit-plane Compression of Images with Context Tree Modeling
Chen M, Fränti P & Xu M. Teoksessa: -(toim.) , 2010. International Conference on Green Circuits and Systems, ICGCS 2010. s. 605-610. -
MOPSI Location-Based Search Engine: Concept, Architecture and Prototype
Fränti P, Kuittinen J, Tabarcea A & Sakala L. Teoksessa: -(toim.) , 2010. ACM Symposium on Applied Computing (SAC'10). s. 872-873. -
MOPSI Location-Based Search Engine: Concept, Architecture and Prototype
Fränti P, Kuittinen J, Tabarcea A & Sakala L. Teoksessa: Bednarik R(toim.) , 2010. Tietojenkäsittelytieteen päivät 2010, The Computer Science Days 2010. s. 9. University of Eastern Finland -
Multitaper Estimation of Frequency-Warped Cepstra With Application to Speaker Verification
Sandberg J, Hansson-Sandsten M, Kinnunen T, Saeidi R, Flanderin P & Borgnat P. 2010. IEEE signal processing letters. 17: 343-346 -
Optimized entropy-constrained vector quantization of lossy vector map compression
Chen, Minjie, Xu, Mantao & Fränti, Pasi. Teoksessa: -(toim.) , 2010. IEEE 20th International Conference on Pattern Recognition, ICPR 2010. s. 722-725. -
Real-time Ghost Removal for Composing High
Zhu Z, Wu S, Rahardja S and Fränti P. Teoksessa: -(toim.) , 2010. The 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010. s. 1627-1631. -
Signal-to-Signal Ratio Independent Speaker Identification for Co-Channel Speech Signals
Saeidi, R, Mowlaee, P, Kinnunen, T., Tan, Z, Christnsen, M, Holdt Jensen, S & Fränti, P. Teoksessa: -(toim.) , 2010. IEEE 20th International Conference on Pattern Recognition, ICPR 2010. s. 4565-4568. -
Smart Swap for More Efficient Clustering
Chen J, Zhao Q & Fränti P. Teoksessa: -(toim.) , 2010. International Conference on Green Circuits and Systems, ICGCS 2010. s. 446-450. -
Statistical filtering of raster map images
Chen M, Xu M & Fränti P. Teoksessa: Khong AWH and Kim C (Eds.)(toim.) , 2010. 2010 IEEE International Conference on Multimedia & Expo, ICME 2010. s. 394-399. -
Comparative evaluation of maximum a Posteriori vector quantization and gaussian mixture models in speaker verification
Tomi Kinnunen, Juhani Saastamoinen, Ville Hautamäki, Mikko Vinni and Pasi Fränti. 2009. Pattern recognition letters. 30: 341-347 -
Comparing maximum a posteriori vector quantization and Gaussian mixture models in speaker verification
Tomi Kinnunen, Juhani Saastamoinen, Ville Hautamäki, Mikko Vinni and Pasi Fränti. Teoksessa: (toim.) , 2009. IEEE International Conference on Acoustics, Speech, and Signal Processing, (ICASSP'09), Taipei, Taiwan, April 2009. s. 4229-4232. -
Developing Speaker Recognition System: from Prototype to Practical Application
P. Fränti, J. Saastamoinen, I. Kärkkäinen, T. Kinnunen, V. Hautamäki, I. Sidoroff. Teoksessa: (toim.) , 2009. International Conference Forensic Applications and Techniques in Telecommunications, Information and Multimedia (e-Forensics'09), Adelaide, Australia, January 19-21, 2009, LNICST vol. 8. s. 101-114. -
Multi-layer filtering approach for map images
Chen M, Xu M, & Fränti P. Teoksessa: -(toim.) , 2009. 2009 IEEE International Conference on Image Processing (ICIP'09). s. 3953-3956. -
On the Efficiency of Swap-Based Clustering
Pasi Fränti and Olli Virmajoki. Teoksessa: M. Kolehmainen et al. (Eds.)(toim.) , 2009. International Conference on Adaptive and Natural Computing Algorithms (ICANNGA'09), Kuopio, Finland, April 2009. s. 303-312. Springer-Verlag Berlin Heidelberg 2009 -
Random swap EM algorithm for finite mixtures models in image segmentation
Qinpei Zhao, Ville Hautamäki, Ismo Kärkkäinen, Pasi Fränti. Teoksessa: (toim.) , 2009. 2009 IEEE International Conference on Image Processing (ICIP'09). s. 2397-2400. -
Recover Real World Scene: High Quality Image Inpainting Using Multi-Exposed References
Zhu, Z., Li, Z., Rahardja, S. and Fränti, P.. 2009. Electronics letters. 45: 1310-1312 -
Sum-of-Squares Based Cluster Validity Index and Significance Analysis
Zhao Q, Xu M & Fränti P. Teoksessa: Kolehmainen M et al. (Eds.)(toim.) , 2009. International Conference on Adaptive and Natural Computing Algorithms (ICANNGA'09), Kuopio, Finland, April 2009. s. 313-322. Springer-Verlag Berlin Heidelberg 2009 -
Automatic Voice Activity Detection in Different Speech Applications
Marko Tuononen;Rosa Gonzalez Hautamäki;and Pasi Fränti. Teoksessa: (toim.) , 2008. e-Forensics 2008, First International Conference on forensic Applications and Techniques in Telecommunications, Information and Multimedia, Adelaide, Australia, Jan 21-Jan 23. s. 6. -
Cascaded RLS-LMS Prediction in MPEG-4 Lossless Audio Coding
Haibin Huang;Pasi Fränti;Dongyan Huang and Susanto Rahardja. 2008. IEEE transactions on audio speech and language processing. 16: 554-562 -
Deterministic and Randomized Local Search Algorithms for Clustering
Pasi Fränti;Marko Tuononen and Olli Virmajoki. Teoksessa: (toim.) , 2008. IEEE International Conference on Multimedia & Expo, (ICME'08). s. 837-840. -
Knee Point Detection in BIC for Detecting the Number of Clusters
Qinpei Zhao, Ville Hautamäki, and Pasi Fränti. Teoksessa: JacquesBlanc-Talon, Salah Bourennane, Wilfried Philips, Dan Popescu, Paul Scheunders(toim.) , 2008. Advanced Concepts for Intelligent Vision Systems, 10th International Conference, ACIVS 2008 Proceedings. s. 664-673. Springer-Verlag Berlin Heidelberg, 2008 -
Knee Point Detection on Bayesian Information Criterion
Qinpei Zhao, Mantao Xu and Pasi Fränti. Teoksessa: (toim.) , 2008. 20th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2008. s. 431-438. -
Maximum a Posteriori Adaptation of the Centroid Model for Speaker Verification
Ville Hautamäki;Tomi Kinnunen;Ismo Kärkkäinen;Juhani Saastamoinen;Marko Tuononen;and Pasi Fränti. 2008. IEEE signal processing letters. 15: 162-165 -
Probabilistic clustering by random swap algorithm
P. Fränti, O. Virmajoki and V. Hautamäki. Teoksessa: (toim.) , 2008. IEEE The 19th International Conference on Pattern Recognition, IAPR 2008, Tampa, Florida, USA, December 7-11,. s. -. -
Text-independent speaker recognition using graph matching
Ville Hautamäki;Tomi Kinnunen and Pasi Fränti. 2008. Pattern recognition letters. 29: 1427-1432 -
Time-series clustering by approximate prototypes
V. Hautamäki, P. Nykänen and P. Fränti. Teoksessa: (toim.) , 2008. IEEE The 19th International Conference on Pattern Recognition, IAPR 2008, Tampa, Florida, USA, December 7-11. s. -. -
Gradual model generator for single-pass clustering
Ismo Kärkkäinen;Pasi Fränti. 2007. Pattern recognition. 40: 784-795 -
Implementing Speaker Recognition System: from Matlab to Practice
P. Fränti;J. Saastamoinen;I. Kärkkäinen;T. Kinnunen;V. Hautamäki and I. Sidoroff. 2007. . . Tietojenkäsittelytieteen ja tilastotieteen laitos -
Improving Speaker Verification by Periodicity Based Voice Activity Detection
Ville Hautamäki;Marko Tuononen;Tuija Niemi-Laitinen. and Pasi Fränti. Teoksessa: Potapova R.K. (Editor)(toim.) , 2007. The XII International Conference 'Speech and Computer', SPECOM'2007, October 15-18, 2007, Vol. I-II. s. 645-650. Moscow State Linguistic University -
Lossless compression of color map images by context tree modeling
Alexander Akimov;Alexander Kolesnikov and Pasi Fränti. 2007. IEEE transactions on image processing. 16: 114-120 -
Lossless compression of map contours by context tree modeling of chain codes
Alexander Akimov;Alexander Kolesnikov and Pasi Fränti. 2007. Pattern recognition. 40: 944-952 -
Lossy compression of scanned map images
A. Podlasov;A. Kolesnikov and P. Fränti. Teoksessa: (toim.) , 2007. International Conference on Computer Graphics and Vision (GraphiCon'07), Moscow, Russia,. s. 79-83. -
Polygonal approximation of closed discrete curves
Alexander Kolesnikov and Pasi Fränti. 2007. Pattern recognition. 40: 1282-1293 -
Statistical filtering of raster map images using a context tree model
A. Podlasov;P. Kopylov and P. Fränti. Teoksessa: Editors: Kokou Yetongnon;Richard Chbeir;Albert Dipanda(toim.) , 2007. The Third International Conference on Signal-Image Technology & Internet-Based systems (IEEE-SITIS'2007), Shanghai, China, December 16-19. s. 501-508. -
Voice Activity Detection Using MFCC Features and Support Vector Machine
Tomi Kinnunen;Evgenia Chernenko;Marko Tuononen;Pasi Fränti and Haizhou Li. Teoksessa: Potapova R.K. (Editor)(toim.) , 2007. he XII International Conference 'Speech and Computer', SPECOM'2007, October 15-18, 2007, Vol. I-II. s. 556-570. Moscow State Linguistic University -
Cascaded RLS-LMS prediction in MPEG-4 lossless audio coding
H. Huang;S. Rahardja;X. Lin;R. Yu and P. Fränti. Teoksessa: (toim.) , 2006. IEEE International Conference on Acoustics, Speech, and Signal Processing(ICASSP'06), Vol. 5, Toulouse, France, May 14-19. s. V-181-184. -
Context Quantization by Kernel Fisher Discriminant
Mantao Xu;Xiaolin Wu;and Pasi Fränti. 2006. IEEE transactions on image processing. 15: 169-177 -
Fast Agglomerative Clustering Using a k-Nearest Neighbor Graph
P. Fränti;O. Virmajoki and V.Hautamäki. 2006. IEEE Transactions on Pattern Analysis and Machine Intelligence. 28: 1875-1881 -
Iterative shrinking method for clustering problems
Pasi Fränti and Olli Virmajoki. 2006. Pattern recognition. 39: 761-775 -
Lossless compression of color map images by context tree modeling
A. Akimov;A. Kolesnikov and P. Fränti. Teoksessa: (toim.) , 2006. IEEE Proceedings of the Data Compression Conference (DDC'06), Snowbird, Utah, USA, March. s. 412-421. -
Lossless image compression via bit-plane separation and multi-layer context tree modeling
A. Podlasov and P. Fränti. 2006. Journal of electronic imaging. 15: 043009-1-11 -
Merge-based color quantization and context tree modeling for compression of color quantized images
A. Podlasov and P. Fränti. Teoksessa: (toim.) , 2006. IEEE International Conference on Image Processing (ICIP'06), Atlanta, Georgia, USA, October 8-11. s. 2277-2280. -
Morphological reconstruction of semantic layers in map images
Alexey Podlasov;Eugene Ageenko;Pasi Fränti. 2006. Journal of electronic imaging. 15: 013016, 1-10 -
Real-Time Speaker Identification and Verification
Tomi Kinnunen;Evgeny Karpov;and Pasi Fränti. 2006. IEEE transactions on audio speech and language processing. 14: 277-288 -
Accuracy of MFCC-Based Speaker Recognition in Series 60 Device
Juhani Saastamoinen;Evgeny Karpov;Ville Hautamäki;and Pasi Fränti. 2005. EURASIP Journal on Applied Signal Processing. 2005: 2816-2827 -
Applying MFCC-based Automatic Speaker Recognition to GSM and Forensic Data
Niemi-Laitinen Tuija;Saastamoinen Juhani;Kinnunen Tomi;Fränti Pasi. Teoksessa: Editors: Langemets Margit;Penjam Priit(toim.) , 2005. The Second Baltic Conference on human Language Technologies Proceedings, April 4 - 5, 2005, Tallinn, Estonia. s. 317 - 322. -
Clustering Based on Principal Curve
Ioan Cleju;Pasi Fränti;and Xiaolin Wu. Teoksessa: Heikki Kälviäinen;Jussi Parkkinen;Arto Kaarna (Eds.)(toim.) , 2005. Image Analysis, 14th Scandinavian Conference, SCIA 2005 Joensuu, Finland, June 19-22, 2005 Proceedings. s. 872-881. Springer-Verlag Berlin Heidelberg 2005 -
Clustering by Principal Curve with Tree Structure
Ioan Cleju;Pasi Fränti;Xiaolin Wu. Teoksessa: (toim.) , 2005. IEEE International Symposium on Signals, Circuits & Systems - ISSCS 2005, Iasi, Romania, July 14-15, Vol. 2. s. 617-620. -
Compression of map images by multi-layer context tree modeling
Kopylov Pavel;Fränti Pasi. 2005. IEEE transactions on image processing. 14: 1-11 -
Data reduction of large vector graphics
Kolesnikov Alexander;Fränti Pasi. 2005. Pattern recognition. 38: 381-394 -
Eye- Movements as a Biometric
Roman Bednarik;Tomi Kinnunen;Andrei Mihaila;and Pasi Fränti. Teoksessa: Heikki Kälviäinen;Jussi Parkkinen;Arto Kaarna (Eds.)(toim.) , 2005. Image Analysis, 14th Scandinavian Conference, SCIA 2005 Joensuu, Finland, June 19-22, 2005 Proceedings. s. 780-789. Springer-Verlag Berlin Heidelberg 2005 -
Field Evaluation of Text-Dependent Speaker Recognition in an Access Control Application
Harsh Gupta;Ville Hautamäki;Tomi Kinnunen and Pasi Fränti. Teoksessa: Edited by G. Kokkinakis;N. Fakotakis;E. Dermatas;R. Potapova(toim.) , 2005. Proceedings of the 10th International Conference Speech and Computer (SPECOM'2005). s. 551-554. Moscow State Linguistics University -
Gradual Model Generator for Single-pass Clustering
Ismo Kärkkäinen and Pasi Fränti. Teoksessa: Edited by Jiawei Han;Benjamin W. Wah;Vijay Raghavan;Xindong Wu;Rajeev Rastogi(toim.) , 2005. Fifth IEEE International Conference on Data Mining, ICDM 2005, Huston, Texas, November 27-30, 2005. s. 681-684. -
Improving K-Means by Outlier Removal
Ville Hautamäki;Svetlana Cherednichenko;Ismo Kärkkäinen;Tomi Kinnunen;and Pasi Fränti. Teoksessa: Heikki Kälviäinen;Jussi Parkkinen;Arto Kaarna (Eds.)(toim.) , 2005. Image Analysis, 14th Scandinavian Conference, SCIA 2005 Joensuu, Finland, June 19-22, 2005 Proceedings. s. 979-987. Springer-Verlag Berlin Heidelberg 2005 -
Lossless Compression of Map Contours by Context Tree Modeling of Chain Codes
Alexander Akimov;Alexander Kolesnikov;and Pasi Fränti. Teoksessa: Heikki Kälviäinen;Jussi Parkkinen;Arto Kaarna (Eds.)(toim.) , 2005. Image Analysis, 14th Scandinavian Conference, SCIA 2005 Joensuu, Finland, June 19-22, 2005, Proceedings. s. 312-321. Springer-Verlag Berlin Heidelberg 2005 -
Min-# Polygonal Approximation of Closed Curves
Alexander Kolesnikov;Pasi Fränti. Teoksessa: (toim.) , 2005. IEEE International Conference on Image Processing, ICIP 2005 Genova, Italy, September 11-14, 2005. s. 522-525. Institute of Electrical and Electronics Engineers, Inc. -
On Factors Affecting MFCC-Based Speaker Recognition Accuracy
Juhani Saastamoinen;Zdenek Fiedler;Tomi Kinnunen;T. and Pasi Fränti. Teoksessa: Editors: G. Kokkinakis;N. Dermatas;R. Potapova(toim.) , 2005. SPECOM 2005 Proceedings, 10th International Conference Speech and Computer, 17-19 October, 2005, Patras, Greece. s. 503-506. -
Optimal Algorithm for Convexity Measure Calculation
Alexander Kolesnikov;Pasi Fränti. Teoksessa: (toim.) , 2005. IEEE International Conference on Image Processing, ICIP 2005 Genova, Italy, September 11-14, 2005. s. 353-356. Institute of Electrical and Electronics Engineers, Inc. -
The Mystery of Cohort Selection
Tomi Kinnunen;Ismo Kärkkäinen and Pasi Fränti. 2005. University of Joensuu, Department of Computer Science, Report Series A. . University of Joensuu, Department of Computer Science -
A heuristic k-means clustering algorithm by kernel PCA
Xu Mantao;Fränti Pasi. Teoksessa: (toim.) , 2004. . s. . -
Automatic Speaker Recognition for Series 60 Mobile Devices
Saastamoinen;J.;Karpov;E.;Hautamäki;V. and Fränti;P.. Teoksessa: (toim.) , 2004. . s. . -
Color quantization of map images
Kopylov Pavel;Fränti Pasi. Teoksessa: (toim.) , 2004. . s. . -
Compression of map images for real-time applications
Fränti;P.;Ageenko;E.;Kopylov;P.;Gröhn;S. and Berger;F.. 2004. Image and Vision Computing. 22: 1105-1115 -
Coordinate quantization in vector map compression
Akimov;A.;Kolesnikov;A. and Fränti;P.. Teoksessa: (toim.) , 2004. . s. . -
Delta-MSE dissimilarity in suboptimal K-means clustering
Xu Mantao;Fränti Pasi. Teoksessa: (toim.) , 2004. . s. . -
Divide-and-conquer algorithm for creating neighborhood graph for clustering
Virmajoki;O. and Fränti;P.. Teoksessa: (toim.) , 2004. . s. . -
Efficient Online Cohort Selection Method for Speaker Verification
Kinnunen Tomi;Karpov Evgeny;Fränti Pasi. Teoksessa: (toim.) , 2004. . s. . -
Filtering of color map images by context tree modeling
Kopylov Pavel;Fränti Pasi. Teoksessa: (toim.) , 2004. . s. . -
Fusion of Spectral Feature Sets for Accurate Speaker Identification
Kinnunen Tomi;Hautamäki Ville;Fränti Pasi. Teoksessa: (toim.) , 2004. . s. . -
Grammar-based compression using multi-phase hierarchical segmentation
Akimov;A. and Fränti;P.. Teoksessa: (toim.) , 2004. . s. . -
Iterative k-means algorithm based on Fisher discriminant
Xu Mantao;Fränti Pasi. Teoksessa: (toim.) , 2004. . s. . -
Multiresolution polygonal approximation of digital curves
Kolesnikov Alexander;Fränti Pasi. Teoksessa: (toim.) , 2004. . s. . -
Optimal multiresolution polygonal approximation.
Kolesnikov Alexander;Fränti Pasi. Teoksessa: (toim.) , 2004. . s. . -
Real-Time Speaker Identification
Kinnunen Tomi;Karpov Evgeny;Fränti Pasi. Teoksessa: (toim.) , 2004. . s. . -
Reference line approach for vector data compression
Akimov;A.;Kolesnikov;A. and Fränti;P.. Teoksessa: (toim.) , 2004. . s. . -
Symbol representation in map image compression
Akimov;A. and Fränti;P.. Teoksessa: (toim.) , 2004. . s. . -
Symmetric Distortion Measure for Speaker Recognition
Karpov Evgeny;Kinnunen Tomi;Fränti Pasi. Teoksessa: (toim.) , 2004. . s. . -
Variable Metric for Binary Vector Quantization
Kärkkäinen Ismo;Fränti Pasi. Teoksessa: (toim.) , 2004. . s. . -
A Speaker Pruning Algorithm for Real-Time Speaker Identification
Kinnunen Tomi;Karpov Evgeny; Fränti Pasi. Teoksessa: (toim.) , 2003. . s. . -
Classification of binary vectors by using DeltaSC-distance to minimize stochastic complexity
Fränti P, Xu M, & Kärkkäinen I. 2003. Pattern recognition letters. 24: 65-73 -
Compression of aerial images for reduced-color devices
Fränti Pasi;Hautamäki Ville. Teoksessa: (toim.) , 2003. . s. . -
Context clustering in lossless compression of gray-scale image
Xu Mantao;Fränti Pasi. Teoksessa: (toim.) , 2003. . s. . -
Data Reduction of Large Vector Graphics
Kolesnikov Alexandre;Fränti Pasi. 2003. University of Joensuu, Department of Computer Science, Report Series A. . -
Dynamic Map Handling
Fränti Pasi. 2003. . : -
Fast Algorithm for Multiple-objects Min-e Problem
Kolesnikov Alexandre;Fränti Pasi. Teoksessa: (toim.) , 2003. . s. . -
Fast PNN-based clustering using k-nearest neighbor graph
Fränti Pasi;Hautamäki Ville. Teoksessa: (toim.) , 2003. . s. . -
Fast pairwise nearest neighbor based algorithm for multilevel thresholding
Fränti Pasi. 2003. . : -
Genetic algorithm using iterative shrinking for solving clustering problems
Fränti Pasi. Teoksessa: (toim.) , 2003. . s. . -
Multilevel thresholding by fast PNN based algorithm
Fränti Pasi. Teoksessa: (toim.) , 2003. . s. . -
On the fusion of dissimilarity-based classifiers for speaker identification
Kinnunen Tomi;Hautamäki Ville; Fränti Pasi. Teoksessa: (toim.) , 2003. . s. . -
Optimal layer ordering in the compression of map image
Kopylov Pavel;Fränti Pasi. Teoksessa: (toim.) , 2003. . s. . -
Polygonal Approximation of Closed Contours
Kolesnikov Alexandre;Fränti Pasi. Teoksessa: (toim.) , 2003. . s. . -
Reduced-search Dynamic Programming for Approximation of Polygonal Curves
Kolesnikov Alexandre;Fränti Pasi. 2003. . : -
Self-adaptive genetic algorithm for clustering
Fränti Pasi. 2003. . : -
A Fast Near-optimal Algorithm for Approximation of Polygonal Curves
Kolesnikov Alexandre;Fränti Pasi. Teoksessa: (toim.) , 2002. . s. . -
Compressing multi-component digital maps using JBIG2
Fränti Pasi;Ageenko Evgeny;Kopylov Pavel. Teoksessa: (toim.) , 2002. . s. . -
Context-based compression of binary images in parallel
Fränti Pasi;Ageenko Evgeny. 2002. . : -
Dynamic local search for clustering with unknown number of clusters
Fränti Pasi;Kärkkäinen Ismo. Teoksessa: (toim.) , 2002. . s. . -
Evaluation of compression methods for digital map images
Fränti Pasi;Ageenko Evgeny;Kopylov Pavel. Teoksessa: (toim.) , 2002. . s. . -
Map image compression for real-time applications
Fränti Pasi;Ageenko Evgeny. Teoksessa: (toim.) , 2002. . s. . -
Stepwise Algorithm for Finding Unknown Number of Clusters
Fränti Pasi;Kärkkäinen Ismo. Teoksessa: (toim.) , 2002. . s. . -
Using Hough transform for context-based image compression in hybrid raster/vector applications
Fränti Pasi;Ageenko Evgeny. 2002. . : -
On the size and shape of multi-level context templates for compression of map images
Fränti Pasi;Ageenko Evgeny;Kopylov Pavel. Teoksessa: (toim.) , 2001. . s. .