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2020 – today
- 2023
[j92]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)- [j91]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) - [j90]Pasi Fränti, Radu Mariescu-Istodor:
Soft precision and recall. Pattern Recognit. Lett. 167: 115-121 (2023) - [j89]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) - 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) - [c124]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) - [c123]Nilima Shah, Dhanesh Patel, Pasi Fränti:
Image Segmentation by Pairwise Nearest Neighbor Using Mumford-Shah Model. CECNet 2021: 716-723 - [c122]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) - [c121]Jiawei Yang, Susanto Rahardja, Pasi Fränti:
Outlier detection: how to threshold outlier scores? AIIPCC 2019: 37:1-37:6 - [c120]Himat Shah, Mohammad Rezaei, Pasi Fränti:
DOM-based keyword extraction from web pages. AIIPCC 2019: 62:1-62:6 - [c119]Himat Shah, Muhammad Usman Shahid Khan, Pasi Fränti:
H-Rank: A keywords extraction method from web pages using POS tags. INDIN 2019: 264-269 - [c118]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) - [c117]Jiawei Yang, Susanto Rahardja, Pasi Fränti:
Mean-Shift Outlier Detection. FSDM 2018: 208-215 - [c116]Pasi Fränti, Sami Sieranoja:
Dimensionally Distributed Density Estimation. ICAISC (2) 2018: 343-353 - [c115]Pasi Fränti, Radu Mariescu-Istodor, Karol Waga:
Similarity of Mobile Users Based on Sparse Location History. ICAISC (1) 2018: 593-603 - [c114]Pasi Fränti, Jiawei Yang:
Medoid-Shift for Noise Removal to Improve Clustering. ICAISC (1) 2018: 604-614 - [c113]Sami Sieranoja, Pasi Fränti:
Random Projection for k-means Clustering. ICAISC (1) 2018: 680-689 - [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]