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2020 – today
- 2024
[j99]Jiawei Yang
, Susanto Rahardja, Pasi Fränti:
Smoothing Outlier Scores Is All You Need to Improve Outlier Detectors. IEEE Trans. Knowl. Data Eng. 36(11): 7044-7057 (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) - [c131]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) - [c130]Nancy Fazal, Pasi Fränti:
Relevant Tag Extraction Based on Image Visual Content. ICAI (2) 2023: 283-295 - [c129]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) - [c128]Pasi Fränti, Radu Mariescu-Istodor, Awais Akram:
Web-tool for optimizing locations of health centers. CENTERIS/ProjMAN/HCist 2022: 1120-1127 - [c127]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) - [c126]Nilima Shah, Dhanesh Patel, Pasi Fränti:
Image Segmentation by Pairwise Nearest Neighbor Using Mumford-Shah Model. CECNet 2021: 716-723 - [c125]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) - [c124]Jiawei Yang, Susanto Rahardja, Pasi Fränti:
Outlier detection: how to threshold outlier scores? AIIPCC 2019: 37:1-37:6 - [c123]Himat Shah, Mohammad Rezaei, Pasi Fränti:
DOM-based keyword extraction from web pages. AIIPCC 2019: 62:1-62:6 - [c122]Himat Shah, Muhammad Usman Shahid Khan, Pasi Fränti:
H-Rank: A keywords extraction method from web pages using POS tags. INDIN 2019: 264-269 - [c121]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) - [c120]Jiawei Yang, Susanto Rahardja, Pasi Fränti:
Mean-Shift Outlier Detection. FSDM 2018: 208-215 - [c119]Pasi Fränti, Sami Sieranoja:
Dimensionally Distributed Density Estimation. ICAISC (2) 2018: 343-353 - [c118]Pasi Fränti, Radu Mariescu-Istodor, Karol Waga:
Similarity of Mobile Users Based on Sparse Location History. ICAISC (1) 2018: 593-603 - [c117]Pasi Fränti, Jiawei Yang:
Medoid-Shift for Noise Removal to Improve Clustering. ICAISC (1) 2018: 604-614 - [c116]Sami Sieranoja, Pasi Fränti:
Random Projection for k-means Clustering. ICAISC (1) 2018: 680-689 - [c115]Sami Sieranoja, Pasi Fränti:
Fast random pair divisive construction of kNN graph using generic distance measures. ICBDC 2018: 95-98 - [c114]Thomas Ho Chee Tat, Pasi Fränti:
Real-time Electric Vehicle Load Forecast to Meet Timely Energy Dispatch. SOLI 2018: 148-153 - [c113]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) - [c112]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) - [c111]Najlah Gali, Radu Mariescu-Istodor, Pasi Fränti:
Similarity measures for title matching. ICPR 2016: 1548-1553 - [c110]Pasi Fränti, Radu Mariescu-Istodor, Caiming Zhong:
XNN Graph. S+SSPR 2016: 207-217 - [c109]Pasi Fränti, Mohammad Rezaei:
Generalizing Centroid Index to Different Clustering Models. S+SSPR 2016: 285-296 - [c108]Radu Mariescu-Istodor, Pasi Fränti:
Gesture Input for GPS Route Search. S+SSPR 2016: 439-449 - [c107]Sami Sieranoja, Tomi Kinnunen, Pasi Fränti:
GPS Trajectory Biometrics: From Where You Were to How You Move. S+SSPR 2016: 450-460 - [c106]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) - [c105]Zijian Zhu, Zhengguo Li, Shiqian Wu, Pasi Fränti:
Noise reduced high dynamic range tone mapping using information content weights. ICASSP 2015: 1255-1259 - [c104]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 - [c103]Najlah Gali, Andrei Tabarcea, Pasi Fränti:
Extracting Representative Image from Web Page. WEBIST 2015: 411-419 - [c102]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) - [c101]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 - [c100]Mikko I. Malinen, Pasi Fränti:
Balanced K-Means for Clustering. S+SSPR 2014: 32-41 - [c99]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 - [c98]Mohammad Rezaei, Pasi Fränti:
Matching Similarity for Keyword-Based Clustering. S+SSPR 2014: 193-202 - [c97]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
- [c96]Caiming Zhong, Mikko I. Malinen, Duoqian Miao, Pasi Fränti:
Fast Approximate Minimum Spanning Tree Algorithm Based on K-Means. CAIP (1) 2013: 262-269 - [c95]Karol Waga, Andrei Tabarcea, Radu Mariescu-Istodor, Pasi Fränti:
Real Time Access to Multiple GPS Tracks. WEBIST 2013: 293-299 - [c94]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) - [c93]Karol Waga, Andrei Tabarcea, Minjie Chen, Pasi Fränti:
Detecting movement type by route segmentation and classification. CollaborateCom 2012: 508-513 - [c92]Karol Waga, Andrei Tabarcea, Pasi Fränti:
Recommendation of points of interest from user generated data collection. CollaborateCom 2012: 550-555 - [c91]Minjie Chen, Mantao Xu, Pasi Fränti:
Compression of GPS Trajectories. DCC 2012: 62-71 - [c90]Qinpei Zhao, Mohammad Rezaei, Hao Chen, Pasi Fränti:
Keyword clustering for automatic categorization. ICPR 2012: 2845-2848 - [c89]Minjie Chen, Mantao Xu, Pasi Fränti:
Compression of GPS trajectories using optimized approximation. ICPR 2012: 3180-3183 - [c88]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) - [c87]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 - [c86]Qinpei Zhao, Ville Hautamäki, Pasi Fränti:
RSEM: An Accelerated Algorithm on Repeated EM. ICIG 2011: 135-140 - [c85]Mikko I. Malinen, Pasi Fränti:
K-means: Clustering by Gradual Data Transformation. ICIG 2011: 350-355 - [c84]Minjie Chen, Mantao Xu, Pasi Fränti:
Adaptive filtering of raster map images using optimal context selection. ICIP 2011: 77-80 - [c83]Zijian Zhu, Zhengguo Li, Susanto Rahardja, Pasi Fränti:
De-ghosting of HDR images with double-credit intensity mapping. ICIP 2011: 1337-1340 - [c82]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 - [c81]Qinpei Zhao, Mantao Xu, Pasi Fränti:
Extending external validity measures for determining the number of clusters. ISDA 2011: 931-936 - [c80]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
- [c79]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 - [c78]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 - [c77]Zijian Zhu, Susanto Rahardja, Zhengguo Li, Pasi Fränti:
Detecting and composing near-identical HDR images without exposure information. ICIP 2010: 3337-3340 - [c76]Minjie Chen, Mantao Xu, Pasi Fränti:
Fast dynamic quantization algorithm for vector map compression. ICIP 2010: 4289-4292 - [c75]Minjie Chen, Mantao Xu, Pasi Fränti:
Statistical filtering of raster map images. ICME 2010: 394-399 - [c74]Pasi Fränti, Andrei Tabarcea, Juha Kuittinen, Ville Hautamäki:
Location-based search engine for multimedia phones. ICME 2010: 558-563 - [c73]Minjie Chen, Mantao Xu, Pasi Fränti:
Optimized Entropy-constrained Vector Quantization of lossy Vector Map Compression. ICPR 2010: 722-725 - [c72]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 - [c71]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 - [c70]Pasi Fränti, Juha Kuittinen, Andrei Tabarcea, Lomanzi Sakala:
MOPSI location-based search engine: concept, architecture and prototype. SAC 2010: 872-873 - [c69]Andrei Tabarcea, Ville Hautamäki, Pasi Fränti:
Ad-hoc Georeferencing of Web-pages using Street-name Prefix Trees. WEBIST (1) 2010: 237-244 - [c68]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) - [c67]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 - [c66]Pasi Fränti, Olli Virmajoki:
On the Efficiency of Swap-Based Clustering. ICANNGA 2009: 303-312 - [c65]Qinpei Zhao, Mantao Xu, Pasi Fränti:
Sum-of-Squares Based Cluster Validity Index and Significance Analysis. ICANNGA 2009: 313-322 - [c64]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 - [c63]Qinpei Zhao, Ville Hautamäki, Ismo Kärkkäinen, Pasi Fränti:
Random swap EM algorithm for finite mixture models in image segmentation. ICIP 2009: 2397-2400 - [c62]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) - [c61]Qinpei Zhao, Ville Hautamäki, Pasi Fränti:
Knee Point Detection in BIC for Detecting the Number of Clusters. ACIVS 2008: 664-673 - [c60]Marko Tuononen, Rosa González Hautamäki, Pasi Fränti:
Automatic voice activity detection in different speech applications. e-Forensics 2008: 12 - [c59]Pasi Fränti, Marko Tuononen, Olli Virmajoki:
Deterministic and randomized local search algorithms for clustering. ICME 2008: 837-840 - [c58]Pasi Fränti, Olli Virmajoki, Ville Hautamäki:
Probabilistic clustering by random swap algorithm. ICPR 2008: 1-4 - [c57]Ville Hautamäki, Pekka Nykänen, Pasi Fränti:
Time-series clustering by approximate prototypes. ICPR 2008: 1-4 - [c56]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) - [c55]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) - [c54]Alexander Akimov, Alexander Kolesnikov, Pasi Fränti:
Lossless Compression of Color Map Images by Context Tree Modeling. DCC 2006: 412-421 - [c53]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 - [c52]Alexey Podlasov, Pasi Fränti:
Merge-Based Color Quantization and Context Tree Modeling for Compression of Color Quantized Images. ICIP 2006: 2277-2280 - [c51]Tomi Kinnunen, Ville Hautamäki, Pasi Fränti:
On the Use of Long-Term Average Spectrum in Automatic Speaker Recognition. ISCSLP 2006 - [c50]Radu Timofte, Ville Hautamäki, Pasi Fränti:
Speaker, Vocabulary and Context Independent Word Spotting System for Continuous Speech. ISCSLP 2006 - 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
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