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2020 – today
- 2024
- [j98]Chengmin Zhou
, Bingding Huang
, Pasi Fränti
:
Representation Learning and Reinforcement Learning for Dynamic Complex Motion Planning System. IEEE Trans. Neural Networks Learn. Syst. 35(8): 11049-11063 (2024) - [c129]Sylwan Rahardja, Pasi Fränti:
NoSimple: Data Bias Evaluation Metrics. IMCOM 2024: 1-5 - 2023
- [j97]Libero Nigro
, Pasi Fränti
:
Two Medoid-Based Algorithms for Clustering Sets. Algorithms 16(7): 349 (2023) - [j96]Mou Wang
, Sylwan Rahardja
, Pasi Fränti, Susanto Rahardja
:
Single-lead ECG recordings modeling for end-to-end recognition of atrial fibrillation with dual-path RNN. Biomed. Signal Process. Control. 79(Part): 104067 (2023) - [j95]Gulraiz Iqbal Choudhary
, Pasi Fränti:
Predicting onset of disease progression using temporal disease occurrence networks. Int. J. Medical Informatics 175: 105068 (2023) - [j94]Chengmin Zhou
, Bingding Huang, Haseeb Hassan, Pasi Fränti
:
Attention-based advantage actor-critic algorithm with prioritized experience replay for complex 2-D robotic motion planning. J. Intell. Manuf. 34(1): 151-180 (2023) - [j93]Mohammad Rezaei, Pasi Fränti
:
K-sets and k-swaps algorithms for clustering sets. Pattern Recognit. 139: 109454 (2023) - [j92]Pasi Fränti
, Radu Mariescu-Istodor:
Soft precision and recall. Pattern Recognit. Lett. 167: 115-121 (2023) - [j91]Libero Nigro
, Franco Cicirelli
, Pasi Fränti:
Parallel random swap: An efficient and reliable clustering algorithm in Java. Simul. Model. Pract. Theory 124: 102712 (2023) - [j90]Jiawei Yang
, Gulraiz Iqbal Choudhary
, Susanto Rahardja
, Pasi Fränti
:
Classification of Interbeat Interval Time-Series Using Attention Entropy. IEEE Trans. Affect. Comput. 14(1): 321-330 (2023) - [j89]Pasi Fränti
, Nancy Fazal
:
Design Principles for Content Creation in Location-Based Games. ACM Trans. Multim. Comput. Commun. Appl. 19(5s): 165:1-165:30 (2023) - [c128]Nancy Fazal, Pasi Fränti
:
Relevant Tag Extraction Based on Image Visual Content. ICAI (2) 2023: 283-295 - [c127]Sylwan Rahardja, Xu Tan, Junqi Chen, Jiawei Yang, Jie Chen, Pasi Fränti:
How to Select Optimal Parameters for Neighborhood-Based Outlier Detectors? ICSPCC 2023: 1-5 - [i5]Jiawei Yang
, Susanto Rahardja, Pasi Fränti:
Neighborhood Averaging for Improving Outlier Detectors. CoRR abs/2303.09972 (2023) - [i4]Chengmin Zhou, Chao Wang, Haseeb Hassan, Himat Shah, Bingding Huang, Pasi Fränti:
Bayesian inference for data-efficient, explainable, and safe robotic motion planning: A review. CoRR abs/2307.08024 (2023) - [i3]Chengmin Zhou, Xin Lu, Jiapeng Dai, Bingding Huang, Xiaoxu Liu, Pasi Fränti:
Hybrid of representation learning and reinforcement learning for dynamic and complex robotic motion planning. CoRR abs/2309.03758 (2023) - 2022
- [j88]Sylwan Rahardja, Mou Wang
, Binh P. Nguyen
, Pasi Fränti, Susanto Rahardja:
A lightweight classification of adaptor proteins using transformer networks. BMC Bioinform. 23(1): 461 (2022) - [j87]Biliaminu Jimoh, Radu Mariescu-Istodor, Pasi Fränti
:
Is Medoid Suitable for Averaging GPS Trajectories? ISPRS Int. J. Geo Inf. 11(2): 133 (2022) - [j86]Chengmin Zhou
, Bingding Huang, Pasi Fränti
:
A review of motion planning algorithms for intelligent robots. J. Intell. Manuf. 33(2): 387-424 (2022) - [j85]Sami Sieranoja
, Pasi Fränti:
Adapting k-means for graph clustering. Knowl. Inf. Syst. 64(1): 115-142 (2022) - [c126]Pasi Fränti, Radu Mariescu-Istodor, Awais Akram:
Web-tool for optimizing locations of health centers. CENTERIS/ProjMAN/HCist 2022: 1120-1127 - [c125]Libero Nigro, Franco Cicirelli, Pasi Fränti:
Efficient and Reliable Clustering by Parallel Random Swap Algorithm. DS-RT 2022: 25-28 - 2021
- [j84]Radu Mariescu-Istodor, Pasi Fränti:
Solving the Large-Scale TSP Problem in 1 h: Santa Claus Challenge 2020. Frontiers Robotics AI 8: 689908 (2021) - [j83]Nilima Shah
, Dhanesh Patel, Pasi Fränti
:
Fast Mumford-Shah Two-Phase Image Segmentation Using Proximal Splitting Scheme. J. Appl. Math. 2021: 6618505:1-6618505:13 (2021) - [j82]Nilima Shah, Dhanesh Patel, Pasi Fränti:
k-Means image segmentation using Mumford-Shah model. J. Electronic Imaging 30(6) (2021) - [j81]Radu Mariescu-Istodor
, Pasi Fränti
:
Fast travel-distance estimation using overhead graph. J. Locat. Based Serv. 15(4): 261-279 (2021) - [j80]Pasi Fränti, Radu Mariescu-Istodor:
Averaging GPS segments competition 2019. Pattern Recognit. 112: 107730 (2021) - [j79]Jiawei Yang
, Susanto Rahardja, Pasi Fränti:
Mean-shift outlier detection and filtering. Pattern Recognit. 115: 107874 (2021) - [c124]Nilima Shah, Dhanesh Patel, Pasi Fränti:
Image Segmentation by Pairwise Nearest Neighbor Using Mumford-Shah Model. CECNet 2021: 716-723 - [c123]Nancy Fazal, Radu Mariescu-Istodor, Pasi Fränti:
Using Open Street Map for Content Creation in Location-Based Games. FRUCT 2021: 109-117 - [i2]Chengmin Zhou, Bingding Huang, Pasi Fränti:
A review of motion planning algorithms for intelligent robotics. CoRR abs/2102.02376 (2021) - [i1]Chengmin Zhou, Bingding Huang, Pasi Fränti:
An advantage actor-critic algorithm for robotic motion planning in dense and dynamic scenarios. CoRR abs/2102.03138 (2021) - 2020
- [j78]Mohammad Rezaei, Pasi Fränti
:
Can the Number of Clusters Be Determined by External Indices? IEEE Access 8: 89239-89257 (2020) - [j77]Gulraiz Iqbal Choudhary
, Wajid Aziz, Pasi Fränti:
Detection of time irreversibility in interbeat interval time series by visible and nonvisible motifs from horizontal visibility graph. Biomed. Signal Process. Control. 62: 102052 (2020) - [j76]Radu Mariescu-Istodor, Pasi Fränti
:
Context-aware similarity of GPS trajectories. J. Locat. Based Serv. 14(4): 231-251 (2020)
2010 – 2019
- 2019
- [j75]Gulraiz Iqbal Choudhary
, Wajid Aziz, Ishtiaq Rasool Khan
, Susanto Rahardja
, Pasi Fränti:
Analysing the Dynamics of Interbeat Interval Time Series Using Grouped Horizontal Visibility Graph. IEEE Access 7: 9926-9934 (2019) - [j74]Najlah Gali
, Radu Mariescu-Istodor, Damien Hostettler, Pasi Fränti
:
Framework for syntactic string similarity measures. Expert Syst. Appl. 129: 169-185 (2019) - [j73]Radu Mariescu-Istodor, Abu Sadat Md. Sayem, Pasi Fränti
:
Activity event recommendation and attendance prediction. J. Locat. Based Serv. 13(4): 293-319 (2019) - [j72]Pasi Fränti
, Sami Sieranoja
:
How much can k-means be improved by using better initialization and repeats? Pattern Recognit. 93: 95-112 (2019) - [j71]Sami Sieranoja
, Pasi Fränti
:
Fast and general density peaks clustering. Pattern Recognit. Lett. 128: 551-558 (2019) - [j70]Nancy Fazal, Khue Nguyen, Pasi Fränti:
Efficiency of Web Crawling for Geotagged Image Retrieval. Webology 16(1) (2019) - [c122]Jiawei Yang
, Susanto Rahardja, Pasi Fränti:
Outlier detection: how to threshold outlier scores? AIIPCC 2019: 37:1-37:6 - [c121]Himat Shah
, Mohammad Rezaei, Pasi Fränti:
DOM-based keyword extraction from web pages. AIIPCC 2019: 62:1-62:6 - [c120]Himat Shah
, Muhammad Usman Shahid Khan, Pasi Fränti:
H-Rank: A keywords extraction method from web pages using POS tags. INDIN 2019: 264-269 - [c119]Lahari Sengupta, Pasi Fränti:
Predicting the difficulty of TSP instances using MST. INDIN 2019: 847-852 - 2018
- [j69]Pasi Fränti
, Sami Sieranoja
:
K-means properties on six clustering benchmark datasets. Appl. Intell. 48(12): 4743-4759 (2018) - [j68]Pasi Fränti
:
Efficiency of random swap clustering. J. Big Data 5: 13 (2018) - [j67]Sami Sieranoja
, Pasi Fränti:
Constructing a High-Dimensional kNN-Graph Using a Z-Order Curve. ACM J. Exp. Algorithmics 23 (2018) - [j66]Radu Mariescu-Istodor, Pasi Fränti:
CellNet: Inferring Road Networks from GPS Trajectories. ACM Trans. Spatial Algorithms Syst. 4(3): 8:1-8:22 (2018) - [c118]Jiawei Yang
, Susanto Rahardja, Pasi Fränti:
Mean-Shift Outlier Detection. FSDM 2018: 208-215 - [c117]Pasi Fränti, Sami Sieranoja:
Dimensionally Distributed Density Estimation. ICAISC (2) 2018: 343-353 - [c116]Pasi Fränti, Radu Mariescu-Istodor, Karol Waga:
Similarity of Mobile Users Based on Sparse Location History. ICAISC (1) 2018: 593-603 - [c115]Pasi Fränti, Jiawei Yang
:
Medoid-Shift for Noise Removal to Improve Clustering. ICAISC (1) 2018: 604-614 - [c114]Sami Sieranoja, Pasi Fränti:
Random Projection for k-means Clustering. ICAISC (1) 2018: 680-689 - [c113]Sami Sieranoja, Pasi Fränti:
Fast random pair divisive construction of kNN graph using generic distance measures. ICBDC 2018: 95-98 - [c112]Thomas Ho Chee Tat, Pasi Fränti:
Real-time Electric Vehicle Load Forecast to Meet Timely Energy Dispatch. SOLI 2018: 148-153 - [c111]Thomas Chee Tat Ho, Pasi Fränti:
Multi-Agent Approach Traffic Forecast for Planning Urban Road Infrastructure. TENCON 2018: 1795-1800 - 2017
- [j65]Najlah Gali, Radu Mariescu-Istodor, Pasi Fränti:
Using linguistic features to automatically extract web page title. Expert Syst. Appl. 79: 296-312 (2017) - [j64]Andrei Tabarcea, Najlah Gali
, Pasi Fränti
:
Framework for location-aware search engine. J. Locat. Based Serv. 11(1): 50-74 (2017) - [j63]Pasi Fränti
, Radu Mariescu-Istodor, Lahari Sengupta:
O-Mopsi: Mobile Orienteering Game for Sightseeing, Exercising, and Education. ACM Trans. Multim. Comput. Commun. Appl. 13(4): 56:1-56:25 (2017) - [j62]Radu Mariescu-Istodor, Pasi Fränti:
Grid-Based Method for GPS Route Analysis for Retrieval. ACM Trans. Spatial Algorithms Syst. 3(3): 8:1-8:28 (2017) - [c110]Najlah Gali, Radu Mariescu-Istodor, Pasi Fränti:
Functional Classification of Websites. SoICT 2017: 34-41 - 2016
- [j61]Mohammad Rezaei
, Pasi Fränti:
Set Matching Measures for External Cluster Validity. IEEE Trans. Knowl. Data Eng. 28(8): 2173-2186 (2016) - [c109]Najlah Gali, Radu Mariescu-Istodor, Pasi Fränti:
Similarity measures for title matching. ICPR 2016: 1548-1553 - [c108]Pasi Fränti, Radu Mariescu-Istodor, Caiming Zhong:
XNN Graph. S+SSPR 2016: 207-217 - [c107]Pasi Fränti, Mohammad Rezaei
:
Generalizing Centroid Index to Different Clustering Models. S+SSPR 2016: 285-296 - [c106]Radu Mariescu-Istodor, Pasi Fränti:
Gesture Input for GPS Route Search. S+SSPR 2016: 439-449 - [c105]Sami Sieranoja, Tomi Kinnunen, Pasi Fränti:
GPS Trajectory Biometrics: From Where You Were to How You Move. S+SSPR 2016: 450-460 - [c104]Najlah Gali, Pasi Fränti:
Content-based Title Extraction from Web Page. WEBIST (2) 2016: 204-210 - 2015
- [j60]Caiming Zhong, Mikko I. Malinen, Duoqian Miao, Pasi Fränti:
A fast minimum spanning tree algorithm based on K-means. Inf. Sci. 295: 1-17 (2015) - [j59]Qinpei Zhao, Yang Shi
, Qin Liu, Pasi Fränti:
A grid-growing clustering algorithm for geo-spatial data. Pattern Recognit. Lett. 53: 77-84 (2015) - [c103]Zijian Zhu, Zhengguo Li, Shiqian Wu
, Pasi Fränti:
Noise reduced high dynamic range tone mapping using information content weights. ICASSP 2015: 1255-1259 - [c102]Mohammad Rezaei
, Najlah Gali, Pasi Fränti:
ClRank: A Method for Keyword Extraction from Web Pages Using Clustering and Distribution of Nouns. WI-IAT (1) 2015: 79-84 - [c101]Najlah Gali, Andrei Tabarcea, Pasi Fränti:
Extracting Representative Image from Web Page. WEBIST 2015: 411-419 - [c100]Pasi Fränti, Karol Waga, Chaitanya Khurana:
Can Social Network Be Used for Location-aware Recommendation?. WEBIST 2015: 558-565 - 2014
- [j58]Qinpei Zhao, Pasi Fränti:
WB-index: A sum-of-squares based index for cluster validity. Data Knowl. Eng. 92: 77-89 (2014) - [j57]Pasi Fränti, Mohammad Rezaei
, Qinpei Zhao:
Centroid index: Cluster level similarity measure. Pattern Recognit. 47(9): 3034-3045 (2014) - [j56]Mikko I. Malinen, Radu Mariescu-Istodor, Pasi Fränti:
K-means⁎: Clustering by gradual data transformation. Pattern Recognit. 47(10): 3376-3386 (2014) - [j55]Qinpei Zhao, Pasi Fränti:
Centroid Ratio for a Pairwise Random Swap Clustering Algorithm. IEEE Trans. Knowl. Data Eng. 26(5): 1090-1101 (2014) - [c99]Thomas Chee Tat Ho, Rongshan Yu, James Russell Lim, Pasi Fränti:
Modelling implications & impacts of going green with EV in Singapore with multi-agent systems. APSIPA 2014: 1-6 - [c98]Mikko I. Malinen, Pasi Fränti:
Balanced K-Means for Clustering. S+SSPR 2014: 32-41 - [c97]Ville Hautamäki
, Antti Pöllänen, Tomi Kinnunen, Kong-Aik Lee
, Haizhou Li
, Pasi Fränti:
A Comparison of Categorical Attribute Data Clustering Methods. S+SSPR 2014: 53-62 - [c96]Mohammad Rezaei
, Pasi Fränti:
Matching Similarity for Keyword-Based Clustering. S+SSPR 2014: 193-202 - [c95]Radu Mariescu-Istodor, Andrei Tabarcea, Rahim Saeidi, Pasi Fränti:
Low Complexity Spatial Similarity Measure of GPS Trajectories. WEBIST (1) 2014: 62-69 - [e1]Pasi Fränti, Gavin Brown, Marco Loog, Francisco Escolano, Marcello Pelillo:
Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, S+SSPR 2014, Joensuu, Finland, August 20-22, 2014. Proceedings. Lecture Notes in Computer Science 8621, Springer 2014, ISBN 978-3-662-44414-6 [contents] - 2013
- [c94]Caiming Zhong, Mikko I. Malinen, Duoqian Miao, Pasi Fränti:
Fast Approximate Minimum Spanning Tree Algorithm Based on K-Means. CAIP (1) 2013: 262-269 - [c93]Karol Waga, Andrei Tabarcea, Radu Mariescu-Istodor, Pasi Fränti:
Real Time Access to Multiple GPS Tracks. WEBIST 2013: 293-299 - [c92]Andrei Tabarcea, Zhentian Wan, Karol Waga, Pasi Fränti:
O-Mopsi: Mobile Orienteering Game using Geotagged Photos. WEBIST 2013: 300-303 - 2012
- [j54]Mikko I. Malinen, Pasi Fränti:
Clustering by analytic functions. Inf. Sci. 217: 31-38 (2012) - [j53]Qinpei Zhao, Ville Hautamäki
, Ismo Kärkkäinen, Pasi Fränti:
Random swap EM algorithm for Gaussian mixture models. Pattern Recognit. Lett. 33(16): 2120-2126 (2012) - [j52]Pejman Mowlaee
, Rahim Saeidi
, Mads Græsbøll Christensen
, Zheng-Hua Tan
, Tomi Kinnunen, Pasi Fränti, Søren Holdt Jensen:
A Joint Approach for Single-Channel Speaker Identification and Speech Separation. IEEE Trans. Speech Audio Process. 20(9): 2586-2601 (2012) - [j51]Minjie Chen, Mantao Xu, Pasi Fränti:
A Fast $O(N)$ Multiresolution Polygonal Approximation Algorithm for GPS Trajectory Simplification. IEEE Trans. Image Process. 21(5): 2770-2785 (2012) - [c91]Karol Waga, Andrei Tabarcea, Minjie Chen, Pasi Fränti:
Detecting movement type by route segmentation and classification. CollaborateCom 2012: 508-513 - [c90]Karol Waga, Andrei Tabarcea, Pasi Fränti:
Recommendation of points of interest from user generated data collection. CollaborateCom 2012: 550-555 - [c89]Minjie Chen, Mantao Xu, Pasi Fränti:
Compression of GPS Trajectories. DCC 2012: 62-71 - [c88]Qinpei Zhao, Mohammad Rezaei, Hao Chen, Pasi Fränti:
Keyword clustering for automatic categorization. ICPR 2012: 2845-2848 - [c87]Minjie Chen, Mantao Xu, Pasi Fränti:
Compression of GPS trajectories using optimized approximation. ICPR 2012: 3180-3183 - [c86]Zijian Zhu, Zhengguo Li, Susanto Rahardja, Pasi Fränti:
2D denoising factor for high dynamic range imaging. SIGGRAPH Posters 2012: 46 - 2011
- [j50]Caiming Zhong, Duoqian Miao, Pasi Fränti:
Minimum spanning tree based split-and-merge: A hierarchical clustering method. Inf. Sci. 181(16): 3397-3410 (2011) - [j49]Tomi Kinnunen, Ilja Sidoroff
, Marko Tuononen, Pasi Fränti:
Comparison of clustering methods: A case study of text-independent speaker modeling. Pattern Recognit. Lett. 32(13): 1604-1617 (2011) - [j48]Minjie Chen, Mantao Xu, Pasi Fränti:
Adaptive Context-Tree-Based Statistical Filtering for Raster Map Image Denoising. IEEE Trans. Multim. 13(6): 1195-1207 (2011) - [c85]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:
Multi-site heterogeneous system fusions for the Albayzin 2010 Language Recognition Evaluation. ASRU 2011: 377-382 - [c84]Qinpei Zhao, Ville Hautamäki
, Pasi Fränti:
RSEM: An Accelerated Algorithm on Repeated EM. ICIG 2011: 135-140 - [c83]Mikko I. Malinen, Pasi Fränti:
K-means: Clustering by Gradual Data Transformation. ICIG 2011: 350-355 - [c82]Minjie Chen, Mantao Xu, Pasi Fränti:
Adaptive filtering of raster map images using optimal context selection. ICIP 2011: 77-80 - [c81]Zijian Zhu, Zhengguo Li, Susanto Rahardja, Pasi Fränti:
De-ghosting of HDR images with double-credit intensity mapping. ICIP 2011: 1337-1340 - [c80]Pejman Mowlaee, Rahim Saeidi, Zheng-Hua Tan, Mads Græsbøll Christensen, Tomi Kinnunen, Pasi Fränti, Søren Holdt Jensen:
Sinusoidal Approach for the Single-Channel Speech Separation and Recognition Challenge. INTERSPEECH 2011: 677-680 - [c79]Qinpei Zhao, Mantao Xu, Pasi Fränti:
Extending external validity measures for determining the number of clusters. ISDA 2011: 931-936 - [c78]Pasi Fränti, Jinhua Chen, Andrei Tabarcea:
Four Aspects of Relevance in Sharing Location-based Media: Content, Time, Location and Network. WEBIST 2011: 413-417 - 2010
- [c77]Pejman Mowlaee
, Rahim Saeidi
, Zheng-Hua Tan
, Mads Græsbøll Christensen
, Pasi Fränti, Søren Holdt Jensen:
Joint single-channel speech separation and speaker identification. ICASSP 2010: 4430-4433 - [c76]Rahim Saeidi
, Tomi Kinnunen, Hamid Reza Sadegh Mohammadi
, Robert D. Rodman, Pasi Fränti:
Joint frame and Gaussian selection for text independent speaker verification. ICASSP 2010: 4530-4533 - [c75]Zijian Zhu, Susanto Rahardja, Zhengguo Li, Pasi Fränti:
Detecting and composing near-identical HDR images without exposure information. ICIP 2010: 3337-3340 - [c74]Minjie Chen, Mantao Xu, Pasi Fränti:
Fast dynamic quantization algorithm for vector map compression. ICIP 2010: 4289-4292 - [c73]Minjie Chen, Mantao Xu, Pasi Fränti:
Statistical filtering of raster map images. ICME 2010: 394-399 - [c72]Pasi Fränti, Andrei Tabarcea, Juha Kuittinen, Ville Hautamäki
:
Location-based search engine for multimedia phones. ICME 2010: 558-563 - [c71]Minjie Chen, Mantao Xu, Pasi Fränti:
Optimized Entropy-constrained Vector Quantization of lossy Vector Map Compression. ICPR 2010: 722-725 - [c70]Rahim Saeidi
, Pejman Mowlaee
, Tomi Kinnunen, Zheng-Hua Tan
, Mads Græsbøll Christensen
, Søren Holdt Jensen, Pasi Fränti:
Signal-to-Signal Ratio Independent Speaker Identification for Co-channel Speech Signals. ICPR 2010: 4565-4568 - [c69]Rahim Saeidi, Pejman Mowlaee, Tomi Kinnunen, Zheng-Hua Tan, Mads Græsbøll Christensen, Søren Holdt Jensen, Pasi Fränti:
Improving monaural speaker identification by double-talk detection. INTERSPEECH 2010: 1069-1072 - [c68]Pasi Fränti, Juha Kuittinen, Andrei Tabarcea, Lomanzi Sakala:
MOPSI location-based search engine: concept, architecture and prototype. SAC 2010: 872-873 - [c67]Andrei Tabarcea, Ville Hautamäki, Pasi Fränti:
Ad-hoc Georeferencing of Web-pages using Street-name Prefix Trees. WEBIST (1) 2010: 237-244 - [c66]Andrei Tabarcea, Ville Hautamäki
, Pasi Fränti:
Ad-Hoc Georeferencing of Web-Pages Using Street-Name Prefix Trees. WEBIST (Selected Papers) 2010: 259-271
2000 – 2009
- 2009
- [j47]Tomi Kinnunen, Juhani Saastamoinen, Ville Hautamäki
, Mikko Vinni, Pasi Fränti:
Comparative evaluation of maximum a Posteriori vector quantization and gaussian mixture models in speaker verification. Pattern Recognit. Lett. 30(4): 341-347 (2009) - [c65]Pasi Fränti, Juhani Saastamoinen, Ismo Kärkkäinen, Tomi Kinnunen, Ville Hautamäki
, Ilja Sidoroff
:
Developing Speaker Recognition System: From Prototype to Practical Application. e-Forensics 2009: 102-115 - [c64]Pasi Fränti, Olli Virmajoki:
On the Efficiency of Swap-Based Clustering. ICANNGA 2009: 303-312 - [c63]Qinpei Zhao, Mantao Xu, Pasi Fränti:
Sum-of-Squares Based Cluster Validity Index and Significance Analysis. ICANNGA 2009: 313-322 - [c62]Tomi Kinnunen, Juhani Saastamoinen, Ville Hautamäki
, Mikko Vinni, Pasi Fränti:
Comparing maximum a posteriori vector quantization and Gaussian mixture models in speaker verification. ICASSP 2009: 4229-4232 - [c61]Qinpei Zhao, Ville Hautamäki
, Ismo Kärkkäinen, Pasi Fränti:
Random swap EM algorithm for finite mixture models in image segmentation. ICIP 2009: 2397-2400 - [c60]Minjie Chen, Mantao Xu, Pasi Fränti:
Multi-layer filtering approach for map images. ICIP 2009: 3953-3956 - 2008
- [j46]Ville Hautamäki
, Tomi Kinnunen, Pasi Fränti:
Text-independent speaker recognition using graph matching. Pattern Recognit. Lett. 29(9): 1427-1432 (2008) - [j45]Ville Hautamäki
, Tomi Kinnunen, Ismo Kärkkäinen, Juhani Saastamoinen, Marko Tuononen, Pasi Fränti:
Maximum a Posteriori Adaptation of the Centroid Model for Speaker Verification. IEEE Signal Process. Lett. 15: 162-165 (2008) - [j44]Haibin Huang, Pasi Fränti, Dong-Yan Huang, Susanto Rahardja:
Cascaded RLS-LMS Prediction in MPEG-4 Lossless Audio Coding. IEEE Trans. Speech Audio Process. 16(3): 554-562 (2008) - [c59]Qinpei Zhao, Ville Hautamäki
, Pasi Fränti:
Knee Point Detection in BIC for Detecting the Number of Clusters. ACIVS 2008: 664-673 - [c58]Marko Tuononen, Rosa González Hautamäki, Pasi Fränti:
Automatic voice activity detection in different speech applications. e-Forensics 2008: 12 - [c57]Pasi Fränti, Marko Tuononen, Olli Virmajoki:
Deterministic and randomized local search algorithms for clustering. ICME 2008: 837-840 - [c56]Pasi Fränti, Olli Virmajoki, Ville Hautamäki
:
Probabilistic clustering by random swap algorithm. ICPR 2008: 1-4 - [c55]Ville Hautamäki
, Pekka Nykänen, Pasi Fränti:
Time-series clustering by approximate prototypes. ICPR 2008: 1-4 - [c54]Qinpei Zhao, Mantao Xu, Pasi Fränti:
Knee Point Detection on Bayesian Information Criterion. ICTAI (2) 2008: 431-438 - 2007
- [j43]Ismo Kärkkäinen, Pasi Fränti:
Gradual model generator for single-pass clustering. Pattern Recognit. 40(3): 784-795 (2007) - [j42]Alexander Akimov, Alexander Kolesnikov, Pasi Fränti:
Lossless compression of map contours by context tree modeling of chain codes. Pattern Recognit. 40(3): 944-952 (2007) - [j41]Alexander Kolesnikov, Pasi Fränti:
Polygonal approximation of closed discrete curves. Pattern Recognit. 40(4): 1282-1293 (2007) - [j40]Alexander Akimov, Alexander Kolesnikov, Pasi Fränti:
Lossless Compression of Color Map Images by Context Tree Modeling. IEEE Trans. Image Process. 16(1): 114-120 (2007) - [c53]Alexey Podlasov, Pavel Kopylov, Pasi Fränti:
Statistical Filtering of Raster Map Images Using a Context Tree Model. SITIS 2007: 501-508 - 2006
- [j39]Alexey Podlasov, Eugene I. Ageenko, Pasi Fränti:
Morphological reconstruction of semantic layers in map images. J. Electronic Imaging 15(1): 013016 (2006) - [j38]Alexey Podlasov, Pasi Fränti:
Lossless image compression via bit-plane separation and multilayer context tree modeling. J. Electronic Imaging 15(4): 043009 (2006) - [j37]Pasi Fränti, Olli Virmajoki, Ville Hautamäki
:
Fast Agglomerative Clustering Using a k-Nearest Neighbor Graph. IEEE Trans. Pattern Anal. Mach. Intell. 28(11): 1875-1881 (2006) - [j36]Pasi Fränti, Olli Virmajoki:
Iterative shrinking method for clustering problems. Pattern Recognit. 39(5): 761-775 (2006) - [j35]Tomi Kinnunen, Evgeny Karpov, Pasi Fränti:
Real-time speaker identification and verification. IEEE Trans. Speech Audio Process. 14(1): 277-288 (2006) - [j34]Mantao Xu, Xiaolin Wu, Pasi Fränti:
Context quantization by kernel Fisher discriminant. IEEE Trans. Image Process. 15(1): 169-177 (2006) - [c52]Alexander Akimov, Alexander Kolesnikov, Pasi Fränti:
Lossless Compression of Color Map Images by Context Tree Modeling. DCC 2006: 412-421 - [c51]Haibin Huang, Susanto Rahardja, Xiao Lin, Rongshan Yu, Pasi Fränti:
Cascaded RLS-LMS Prediction in MPEG-4 Lossless Audio Coding. ICASSP (5) 2006: 181-184 - [c50]Alexey Podlasov, Pasi Fränti:
Merge-Based Color Quantization and Context Tree Modeling for Compression of Color Quantized Images. ICIP 2006: 2277-2280 - 2005
- [j33]Juhani Saastamoinen, Evgeny Karpov, Ville Hautamäki
, Pasi Fränti:
Accuracy of MFCC-Based Speaker Recognition in Series 60 Device. EURASIP J. Adv. Signal Process. 2005(17): 2816-2827 (2005) - [j32]Alexander Kolesnikov, Pasi Fränti:
Data reduction of large vector graphics. Pattern Recognit. 38(3): 381-394 (2005) - [j31]Pavel Kopylov, Pasi Fränti:
Compression of map images by multilayer context tree modeling. IEEE Trans. Image Process. 14(1): 1-11 (2005) - [c49]Ismo Kärkkäinen, Pasi Fränti:
Gradual Model Generator for Single-Pass Clustering. ICDM 2005: 681-684 - [c48]Alexander Kolesnikov, Pasi Fränti:
Optimal algorithm for convexity measure calculation. ICIP (1) 2005: 353-356 - [c47]Alexander Kolesnikov, Pasi Fränti:
Min-polygonal approximation of closed curves. ICIP (2) 2005: 522-525 - [c46]Alexander Akimov, Alexander Kolesnikov, Pasi Fränti:
Lossless Compression of Map Contours by Context Tree Modeling of Chain Codes. SCIA 2005: 312-321 - [c45]Roman Bednarik, Tomi Kinnunen, Andrei Mihaila, Pasi Fränti:
Eye-Movements as a Biometric. SCIA 2005: 780-789 - [c44]Ioan Cleju, Pasi Fränti, Xiaolin Wu:
Clustering Based on Principal Curve. SCIA 2005: 872-881 - [c43]Ville Hautamäki
, Svetlana Cherednichenko, Ismo Kärkkäinen, Tomi Kinnunen, Pasi Fränti:
Improving K-Means by Outlier Removal. SCIA 2005: 978-987 - 2004
- [j30]Pasi Fränti, Eugene I. Ageenko, Pavel Kopylov, Sami Gröhn, Florian Berger:
Compression of map images for real-time applications. Image Vis. Comput. 22(13): 1105-1115 (2004) - [c42]Pavel Kopylov, Pasi Fränti:
Filtering of color map images by context tree modeling. ICIP 2004: 267-270 - [c41]Alexander Akimov, Alexander Kolesnikov, Pasi Fränti:
Reference line approach for vector data compression. ICIP 2004: 1891-1894 - [c40]Alexander Kolesnikov, Pasi Fränti:
Optimal multiresolution polygonal approximation. ICIP 2004: 3037-3040 - [c39]Ismo Kärkkäinen, Pasi Fränti:
Variable metric for binary vector ouantization. ICIP 2004: 3499-3502 - [c38]Mantao Xu, Pasi Fränti:
A heuristic k-means clustering algorithm by kernel pca. ICIP 2004: 3503-3506 - [c37]Olli Virmajoki, Pasi Fränti:
Divide-and-Conquer Algorithm for Creating Neighborhood Graph for Clustering. ICPR (1) 2004: 264-267 - [c36]Ville Hautamäki
, Ismo Kärkkäinen, Pasi Fränti:
Outlier Detection Using k-Nearest Neighbour Graph. ICPR (3) 2004: 430-433 - [c35]Mantao Xu, Pasi Fränti:
Delta-MSE Dissimilarity in Suboptimal K-Means Clustering. ICPR (4) 2004: 577-580 - [c34]Alexander Kolesnikov, Pasi Fränti, Xiaolin Wu:
Multiresolution Polygonal Approximation of Digital Curves. ICPR (2) 2004: 855-858 - [c33]Pasi Fränti, Evgeny Karpov, Tomi Kinnunen:
Real-time speaker identification. INTERSPEECH 2004: 1805-1808 - [c32]Tomi Kinnunen, Evgeny Karpov, Pasi Fränti:
Efficient online cohort selection method for speaker verification. INTERSPEECH 2004: 2401-2404 - [c31]Alexander Akimov, Pasi Fränti:
Symbol representation in map image compression. SAC 2004: 29-34 - 2003
- [j29]Juha Kivijärvi, Pasi Fränti, Olli Nevalainen:
Self-Adaptive Genetic Algorithm for Clustering. J. Heuristics 9(2): 113-129 (2003) - [j28]Olli Virmajoki, Pasi Fränti:
Fast pairwise nearest neighbor based algorithm for multilevel thresholding. J. Electronic Imaging 12(4): 648-659 (2003) - [j27]Pasi Fränti, Mantao Xu, Ismo Kärkkäinen:
Classification of binary vectors by using SC distance to minimize stochastic complexity. Pattern Recognit. Lett. 24(1-3): 65-73 (2003) - [j26]Alexander Kolesnikov, Pasi Fränti:
Reduced-search dynamic programming for approximation of polygonal curves. Pattern Recognit. Lett. 24(14): 2243-2254 (2003) - [c30]Tomi Kinnunen, Evgeny Karpov, Pasi Fränti:
A Speaker Pruning Algorithm for Real-Time Speaker Identification. AVBPA 2003: 639-646 - [c29]Pavel Kopylov, Pasi Fränti:
Optimal layer ordering in the compression of map images. DCC 2003: 323-332 - [c28]Pasi Fränti, Olli Virmajoki, Ville Hautamäki:
Fast PNN-based Clustering Using K-nearest Neighbor Graph. ICDM 2003: 525-528 - [c27]Alexander Kolesnikov, Pasi Fränti:
Fast algorithm for multiple-objects min-ε problem. ICIP (1) 2003: 221-224 - [c26]Tomi Kinnunen, Ville Hautamäki, Pasi Fränti:
On the fusion of dissimilarity-based classifiers for speaker identification. INTERSPEECH 2003: 2641-2644 - [c25]Olli Virmajoki, Pasi Fränti:
Multilevel thresholding by fast PNN-based algorithm. Image Processing: Algorithms and Systems 2003: 123-134 - [c24]Mantao Xu, Pasi Fränti:
Context Clustering in Lossless Compression of Gray-Scale Image. SCIA 2003: 328-334 - [c23]Alexander Kolesnikov, Pasi Fränti:
Polygonal Approximation of Closed Contours. SCIA 2003: 778-785 - 2002
- [j25]Pasi Fränti, Eugene I. Ageenko, Saku Kukkonen, Heikki Kälviäinen:
Using Hough transform for context-based image compression in hybrid raster/vector applications. J. Electronic Imaging 11(2): 236-245 (2002) - [j24]Eugene I. Ageenko, Martti Forsell, Pasi Fränti:
Context-based compression of binary images in parallel. Softw. Pract. Exp. 32(13): 1223-1237 (2002) - [c22]Pavel Kopylov, Pasi Fränti:
Context Tree Compression of Multi-Component Map Images. DCC 2002: 212-221 - [c21]Gurushyam Hariharan, Pasi Fränti, Sandeep Mehta:
Data mining for personal navigation. Data Mining and Knowledge Discovery: Theory, Tools, and Technology 2002: 355-365 - [c20]Pasi Fränti, Eugene I. Ageenko, Pavel Kopylov, Sami Gröhn:
Compressing multi-component digital maps using JBIG2. ICASSP 2002: 2677-2680 - [c19]Pasi Fränti, Olli Virmajoki, Timo Kaukoranta:
Iterative shrinking method for generating clustering. ICIP (2) 2002: 685-688 - [c18]Pasi Fränti, Pavel Kopylov, Viktor Veis:
Dynamic use of map images in mobile environment. ICIP (3) 2002: 917-920 - [c17]Pasi Fränti, Mantao Xu:
Classification of Binary Vectors by Using ??SC-Distance. ICPR (2) 2002: 52-55 - [c16]Pasi Fränti, Olli Virmajoki, Timo Kaukoranta:
Branch-and-Bound Technique for Solving Optimal Clustering. ICPR (2) 2002: 232-235 - [c15]Ismo Kärkkäinen, Pasi Fränti:
Dynamic Local Search for Clustering with Unknown Number of Clusters. ICPR (2) 2002: 240-243 - [c14]Alexander Kolesnikov, Pasi Fränti:
A Fast Near-Optimal Algorithm for Approximation of Polygonal Curves. ICPR (4) 2002: 335-338 - 2001
- [c13]Tomi Kinnunen, Pasi Fränti:
Speaker Discriminative Weighting Method for VQ-Based Speaker Identification. AVBPA 2001: 150-156 - [c12]Olli Virmajoki, Pasi Fränti, Timo Kaukoranta:
Fast PNN Using Partial Distortion Search. CAIP 2001: 77-84 - [c11]Eugene I. Ageenko, Pavel Kopylov, Pasi Fränti:
On the size and shape of multi-level context templates for compression of map images. ICIP (3) 2001: 458-461 - [c10]Tomi Kinnunen, Ismo Kärkkäinen, Pasi Fränti:
Is speech data clustered? - statistical analysis of cepstral features. INTERSPEECH 2001: 2627-2630 - 2000
- [j23]Eugene I. Ageenko, Pasi Fränti:
Lossless compression of large binary images in digital spatial libraries. Comput. Graph. 24(1): 91-98 (2000) - [j22]Pasi Fränti, Alexey Mednonogov, Ville Kyrki
, Heikki Kälviäinen:
Content-based matching of line-drawing images using the Hough transform. Int. J. Document Anal. Recognit. 3(2): 117-124 (2000) - [j21]Kjell Lemström, Pasi Fränti:
N-Candidate methods for location invariant dithering of color images. Image Vis. Comput. 18(6-7): 493-500 (2000) - [j20]Pasi Fränti, Juha Kivijärvi:
Randomised Local Search Algorithm for the Clustering Problem. Pattern Anal. Appl. 3(4): 358-369 (2000) - [j19]Pasi Fränti:
Genetic algorithm with deterministic crossover for vector quantization. Pattern Recognit. Lett. 21(1): 61-68 (2000) - [j18]Eugene I. Ageenko, Pasi Fränti:
Context-based filtering of document images. Pattern Recognit. Lett. 21(6-7): 483-491 (2000) - [j17]Pasi Fränti, Timo Kaukoranta, Day-Fann Shen, Kuo-Shu Chang:
Fast and memory efficient implementation of the exact PNN. IEEE Trans. Image Process. 9(5): 773-777 (2000) - [j16]Timo Kaukoranta, Pasi Fränti, Olli Nevalainen:
A fast exact GLA based on code vector activity detection. IEEE Trans. Image Process. 9(8): 1337-1342 (2000) - [c9]Eugene I. Ageenko, Pasi Fränti:
Context-based filtering for document image compression. Document Recognition and Retrieval 2000: 78-290 - [c8]Juha Kivijärvi, Pasi Fränti, Olli Nevalainen:
Efficient clustering with a self-adaptive genetic algorithm. GECCO 2000: 377 - [c7]Pasi Fränti, Alexey Mednonogov, Heikki Kälviäinen:
Hough Transform for Rotation Invariant Matching of Line-Drawing Images. ICPR 2000: 4389-4392 - [c6]Eugene I. Ageenko, Pasi Fränti:
Compression of large binary images in digital spatial libraries. Storage and Retrieval for Media Databases 2000: 301-309
1990 – 1999
- 1999
- [j15]Pasi Fränti, Eugene I. Ageenko, Alexander Kolesnikov:
Vectorising and Feature-Based Filtering for Line-Drawing Image Compression. Pattern Anal. Appl. 2(4): 285-291 (1999) - [j14]Eugene I. Ageenko, Pasi Fränti:
Forward-adaptive Method for Context-based Compression of Large Binary Images. Softw. Pract. Exp. 29(11): 943-952 (1999) - [j13]Pasi Fränti, Timo Kaukoranta:
Binary vector quantizer design using soft centroids. Signal Process. Image Commun. 14(9): 677-681 (1999) - [c5]Timo Kaukoranta, Pasi Fränti, Olli Nevalainen:
Reduced Comparison Search for the Exact GLA. Data Compression Conference 1999: 33-41 - [c4]Pasi Fränti, Eugene I. Ageenko:
On the Use of Context Tree for Binary Image Compression. ICIP (3) 1999: 752-756 - [c3]Eugene I. Ageenko, Pasi Fränti:
Forward Adaptive Modeling for Context-Based Compression of Large Binary Images in Applications Requiring Spatial Access. ICIP (3) 1999: 757-761 - 1998
- [j12]Pasi Fränti, Timo Hatakka:
Context Model Automata for Text Compression. Comput. J. 41(7): 474-485 (1998) - [j11]Pasi Fränti, Juha Kivijärvi, Olli Nevalainen:
Tabu search algorithm for codebook generation in vector quantization. Pattern Recognit. 31(8): 1139-1148 (1998) - [j10]Pasi Fränti:
Blockwise distortion measure for statistical and structural errors in digital images. Signal Process. Image Commun. 13(2): 89-98 (1998) - [c2]Pasi Fränti, Timo Kaukoranta:
Fast Implementation of the Optimal PNN Method. ICIP (3) 1998: 104-108 - [c1]Timo Kaukoranta, Pasi Fränti, Olli Nevalainen:
A New Iterative Algorithm for VQ Codebook Generation. ICIP (2) 1998: 589-593 - 1997
- [j9]Pasi Fränti, Juha Kivijärvi, Timo Kaukoranta, Olli Nevalainen:
Genetic Algorithms for Large-Scale Clustering Problems. Comput. J. 40(9): 547-554 (1997) - 1996
- [j8]Pasi Fränti, Timo Kaukoranta, Olli Nevalainen:
On the design of a hierarchical BTC-VQ compression system. Signal Process. Image Commun. 8(6): 551-562 (1996) - 1995
- [j7]Pasi Fränti, Olli Nevalainen:
Compression of Binary Images by Composite Methods Based on Block Coding. J. Vis. Commun. Image Represent. 6(4): 366-377 (1995) - [j6]Pasi Fränti:
Thesis alerts. Signal Process. 42(1): 111-115 (1995) - [j5]Pasi Fränti, Olli Nevalainen:
Block truncation coding with entropy coding. IEEE Trans. Commun. 43(2/3/4): 1677-1685 (1995) - 1994
- [j4]Pasi Fränti, Olli Nevalainen, Timo Kaukoranta:
Compression of Digital Images by Block Truncation Coding: A Survey. Comput. J. 37(4): 308-332 (1994) - [j3]Jarkko Kari, Pasi Fränti:
Arithmetic Coding of Weighted Finite Automata. RAIRO Theor. Informatics Appl. 28(3-4): 343-360 (1994) - [j2]Pasi Fränti:
A fast and efficient compression method for binary images. Signal Process. Image Commun. 6(1): 69-76 (1994) - 1993
- [j1]Pasi Fränti, Olli Nevalainen:
A Two-Stage Modelling Method for Compressing Binary Images by Arithmetic Coding. Comput. J. 36(7): 615-622 (1993)
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
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