Pasi Fränti

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 69

Top Venues

S+SSPR

Pattern Recognit.

CoRR

J. Locat. Based Serv.

Publications

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) (2024)
Sylwan Rahardja, Pasi Fränti
NoSimple: Data Bias Evaluation Metrics. IMCOM (2024)
Sylwan Rahardja, Xu Tan, Junqi Chen, Jiawei Yang, Jie Chen, Pasi Fränti
How to Select Optimal Parameters for Neighborhood-Based Outlier Detectors? ICSPCC (2023)
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) (2023)
Pasi Fränti, Radu Mariescu-Istodor
Soft precision and recall. Pattern Recognit. Lett. 167 (2023)
Jiawei Yang, Susanto Rahardja, Pasi Fränti
Neighborhood Averaging for Improving Outlier Detectors. CoRR (2023)
Gulraiz Iqbal Choudhary, Pasi Fränti
Predicting onset of disease progression using temporal disease occurrence networks. Int. J. Medical Informatics 175 (2023)
Jiawei Yang, Gulraiz Iqbal Choudhary, Susanto Rahardja, Pasi Fränti
Classification of Interbeat Interval Time-Series Using Attention Entropy. IEEE Trans. Affect. Comput. 14 (1) (2023)
Mohammad Rezaei, Pasi Fränti
-swaps algorithms for clustering sets. Pattern Recognit. 139 (2023)
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) (2023)
Libero Nigro, Franco Cicirelli, Pasi Fränti
Parallel random swap: An efficient and reliable clustering algorithm in Java. Simul. Model. Pract. Theory 124 (2023)
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 (2023)
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 (2023)
Pasi Fränti, Nancy Fazal
Design Principles for Content Creation in Location-Based Games. ACM Trans. Multim. Comput. Commun. Appl. 19 (5s) (2023)
Libero Nigro, Pasi Fränti
Two Medoid-Based Algorithms for Clustering Sets. Algorithms 16 (7) (2023)
Nancy Fazal, Pasi Fränti
Relevant Tag Extraction Based on Image Visual Content. ICAI (2) (2023)
Libero Nigro, Franco Cicirelli, Pasi Fränti
Efficient and Reliable Clustering by Parallel Random Swap Algorithm. DS-RT (2022)
Sylwan Rahardja, Mou Wang, Binh P. Nguyen, Pasi Fränti, Susanto Rahardja
A lightweight classification of adaptor proteins using transformer networks. BMC Bioinform. 23 (1) (2022)
Biliaminu Jimoh, Radu Mariescu-Istodor, Pasi Fränti
Is Medoid Suitable for Averaging GPS Trajectories? ISPRS Int. J. Geo Inf. 11 (2) (2022)
Sami Sieranoja, Pasi Fränti
Adapting k-means for graph clustering. Knowl. Inf. Syst. 64 (1) (2022)
Chengmin Zhou, Bingding Huang, Pasi Fränti
A review of motion planning algorithms for intelligent robots. J. Intell. Manuf. 33 (2) (2022)
Pasi Fränti, Radu Mariescu-Istodor, Awais Akram
Web-tool for optimizing locations of health centers. CENTERIS/ProjMAN/HCist (2022)
Chengmin Zhou, Bingding Huang, Pasi Fränti
A review of motion planning algorithms for intelligent robotics. CoRR (2021)
Nancy Fazal, Radu Mariescu-Istodor, Pasi Fränti
Using Open Street Map for Content Creation in Location-Based Games. FRUCT (2021)
Nilima Shah, Dhanesh Patel, Pasi Fränti
Fast Mumford-Shah Two-Phase Image Segmentation Using Proximal Splitting Scheme. J. Appl. Math. 2021 (2021)
Radu Mariescu-Istodor, Pasi Fränti
Fast travel-distance estimation using overhead graph. J. Locat. Based Serv. 15 (4) (2021)
Nilima Shah, Dhanesh Patel, Pasi Fränti
k-Means image segmentation using Mumford-Shah model. J. Electronic Imaging 30 (6) (2021)
Jiawei Yang, Susanto Rahardja, Pasi Fränti
Mean-shift outlier detection and filtering. Pattern Recognit. 115 (2021)
Pasi Fränti, Radu Mariescu-Istodor
Averaging GPS segments competition 2019. Pattern Recognit. 112 (2021)
Chengmin Zhou, Bingding Huang, Pasi Fränti
An advantage actor-critic algorithm for robotic motion planning in dense and dynamic scenarios. CoRR (2021)
Nilima Shah, Dhanesh Patel, Pasi Fränti
Image Segmentation by Pairwise Nearest Neighbor Using Mumford-Shah Model. CECNet (2021)
Radu Mariescu-Istodor, Pasi Fränti
Solving the Large-Scale TSP Problem in 1 h: Santa Claus Challenge 2020. Frontiers Robotics AI 8 (2021)
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 (2020)
Mohammad Rezaei, Pasi Fränti
Can the Number of Clusters Be Determined by External Indices? IEEE Access 8 (2020)
Radu Mariescu-Istodor, Pasi Fränti
Context-aware similarity of GPS trajectories. J. Locat. Based Serv. 14 (4) (2020)
Pasi Fränti, Sami Sieranoja
How much can k-means be improved by using better initialization and repeats? Pattern Recognit. 93 (2019)
Sami Sieranoja, Pasi Fränti
Fast and general density peaks clustering. Pattern Recognit. Lett. 128 (2019)
Himat Shah, Mohammad Rezaei, Pasi Fränti
DOM-based keyword extraction from web pages. AIIPCC (2019)
Najlah Gali, Radu Mariescu-Istodor, Damien Hostettler, Pasi Fränti
Framework for syntactic string similarity measures. Expert Syst. Appl. 129 (2019)
Nancy Fazal, Khue Nguyen, Pasi Fränti
Efficiency of Web Crawling for Geotagged Image Retrieval. Webology 16 (1) (2019)
Radu Mariescu-Istodor, Abu Sadat Md. Sayem, Pasi Fränti
Activity event recommendation and attendance prediction. J. Locat. Based Serv. 13 (4) (2019)
Jiawei Yang, Susanto Rahardja, Pasi Fränti
Outlier detection: how to threshold outlier scores? AIIPCC (2019)
Himat Shah, Muhammad U. S. Khan, Pasi Fränti
H-Rank: A keywords extraction method from web pages using POS tags. INDIN (2019)
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 (2019)
Lahari Sengupta, Pasi Fränti
Predicting the difficulty of TSP instances using MST. INDIN (2019)
Pasi Fränti, Jiawei Yang
Medoid-Shift for Noise Removal to Improve Clustering. ICAISC (1) (2018)
Thomas Chee Tat Ho, Pasi Fränti
Multi-Agent Approach Traffic Forecast for Planning Urban Road Infrastructure. TENCON (2018)
Pasi Fränti, Sami Sieranoja
Dimensionally Distributed Density Estimation. ICAISC (2) (2018)
Radu Mariescu-Istodor, Pasi Fränti
CellNet: Inferring Road Networks from GPS Trajectories. ACM Trans. Spatial Algorithms Syst. 4 (3) (2018)
Sami Sieranoja, Pasi Fränti
Random Projection for k-means Clustering. ICAISC (1) (2018)
Pasi Fränti, Radu Mariescu-Istodor, Karol Waga
Similarity of Mobile Users Based on Sparse Location History. ICAISC (1) (2018)
Thomas Ho Chee Tat, Pasi Fränti
Real-time Electric Vehicle Load Forecast to Meet Timely Energy Dispatch. SOLI (2018)
Sami Sieranoja, Pasi Fränti
Fast random pair divisive construction of kNN graph using generic distance measures. ICBDC (2018)
Jiawei Yang, Susanto Rahardja, Pasi Fränti
Mean-Shift Outlier Detection. FSDM (2018)
Sami Sieranoja, Pasi Fränti
NN-Graph Using a Z-Order Curve. ACM J. Exp. Algorithmics 23 (2018)
Pasi Fränti, Sami Sieranoja
K-means properties on six clustering benchmark datasets. Appl. Intell. 48 (12) (2018)
Pasi Fränti
Efficiency of random swap clustering. J. Big Data 5 (2018)
Andrei Tabarcea, Najlah Gali, Pasi Fränti
Framework for location-aware search engine. J. Locat. Based Serv. 11 (1) (2017)
Radu Mariescu-Istodor, Pasi Fränti
Grid-Based Method for GPS Route Analysis for Retrieval. ACM Trans. Spatial Algorithms Syst. 3 (3) (2017)
Najlah Gali, Radu Mariescu-Istodor, Pasi Fränti
Functional Classification of Websites. SoICT (2017)
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) (2017)
Najlah Gali, Radu Mariescu-Istodor, Pasi Fränti
Using linguistic features to automatically extract web page title. Expert Syst. Appl. 79 (2017)
Sami Sieranoja, Tomi Kinnunen, Pasi Fränti
GPS Trajectory Biometrics: From Where You Were to How You Move. S+SSPR (2016)
Najlah Gali, Radu Mariescu-Istodor, Pasi Fränti
Similarity measures for title matching. ICPR (2016)
Pasi Fränti, Mohammad Rezaei
Generalizing Centroid Index to Different Clustering Models. S+SSPR (2016)
Radu Mariescu-Istodor, Pasi Fränti
Gesture Input for GPS Route Search. S+SSPR (2016)
Najlah Gali, Pasi Fränti
Content-based Title Extraction from Web Page. WEBIST (2) (2016)
Mohammad Rezaei, Pasi Fränti
Set Matching Measures for External Cluster Validity. IEEE Trans. Knowl. Data Eng. 28 (8) (2016)
Pasi Fränti, Radu Mariescu-Istodor, Caiming Zhong
XNN Graph. S+SSPR (2016)
Zijian Zhu, Zhengguo Li, Shiqian Wu, Pasi Fränti
Noise reduced high dynamic range tone mapping using information content weights. ICASSP (2015)
Pasi Fränti, Karol Waga, Chaitanya Khurana
Can Social Network Be Used for Location-aware Recommendation?. WEBIST (2015)
Najlah Gali, Andrei Tabarcea, Pasi Fränti
Extracting Representative Image from Web Page. WEBIST (2015)
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)
Caiming Zhong, Mikko I. Malinen, Duoqian Miao, Pasi Fränti
A fast minimum spanning tree algorithm based on K-means. Inf. Sci. 295 (2015)
Qinpei Zhao, Yang Shi, Qin Liu, Pasi Fränti
A grid-growing clustering algorithm for geo-spatial data. Pattern Recognit. Lett. 53 (2015)
Ville Hautamäki, Antti Pöllänen, Tomi Kinnunen, Kong-Aik Lee, Haizhou Li, Pasi Fränti
A Comparison of Categorical Attribute Data Clustering Methods. S+SSPR (2014)
Mikko I. Malinen, Radu Mariescu-Istodor, Pasi Fränti
: Clustering by gradual data transformation. Pattern Recognit. 47 (10) (2014)
Qinpei Zhao, Pasi Fränti
Centroid Ratio for a Pairwise Random Swap Clustering Algorithm. IEEE Trans. Knowl. Data Eng. 26 (5) (2014)
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)
Radu Mariescu-Istodor, Andrei Tabarcea, Rahim Saeidi, Pasi Fränti
Low Complexity Spatial Similarity Measure of GPS Trajectories. WEBIST (1) (2014)
Mohammad Rezaei, Pasi Fränti
Matching Similarity for Keyword-Based Clustering. S+SSPR (2014)
Pasi Fränti, Mohammad Rezaei, Qinpei Zhao
Centroid index: Cluster level similarity measure. Pattern Recognit. 47 (9) (2014)
Mikko I. Malinen, Pasi Fränti
Balanced K-Means for Clustering. S+SSPR (2014)
Qinpei Zhao, Pasi Fränti
WB-index: A sum-of-squares based index for cluster validity. Data Knowl. Eng. 92 (2014)
Caiming Zhong, Mikko I. Malinen, Duoqian Miao, Pasi Fränti
Fast Approximate Minimum Spanning Tree Algorithm Based on K-Means. CAIP (1) (2013)
Karol Waga, Andrei Tabarcea, Radu Mariescu-Istodor, Pasi Fränti
Real Time Access to Multiple GPS Tracks. WEBIST (2013)
Andrei Tabarcea, Zhentian Wan, Karol Waga, Pasi Fränti
O-Mopsi: Mobile Orienteering Game using Geotagged Photos. WEBIST (2013)
Qinpei Zhao, Mohammad Rezaei, Hao Chen, Pasi Fränti
Keyword clustering for automatic categorization. ICPR (2012)
Karol Waga, Andrei Tabarcea, Pasi Fränti
Recommendation of points of interest from user generated data collection. CollaborateCom (2012)
Karol Waga, Andrei Tabarcea, Minjie Chen, Pasi Fränti
Detecting movement type by route segmentation and classification. CollaborateCom (2012)
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) (2012)
Minjie Chen, Mantao Xu, Pasi Fränti
Compression of GPS trajectories using optimized approximation. ICPR (2012)
Minjie Chen, Mantao Xu, Pasi Fränti
Compression of GPS Trajectories. DCC (2012)
Mikko I. Malinen, Pasi Fränti
Clustering by analytic functions. Inf. Sci. 217 (2012)
Minjie Chen, Mantao Xu, Pasi Fränti
A Fast $O(N)$ Multiresolution Polygonal Approximation Algorithm for GPS Trajectory Simplification. IEEE Trans. Image Process. 21 (5) (2012)
Qinpei Zhao, Ville Hautamäki, Ismo Kärkkäinen, Pasi Fränti
Random swap EM algorithm for Gaussian mixture models. Pattern Recognit. Lett. 33 (16) (2012)
Zijian Zhu, Zhengguo Li, Susanto Rahardja, Pasi Fränti
2D denoising factor for high dynamic range imaging. SIGGRAPH Posters (2012)
Minjie Chen, Mantao Xu, Pasi Fränti
Adaptive filtering of raster map images using optimal context selection. ICIP (2011)
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) (2011)
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)

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Publication Activity (10 Years)

Top Topics

Top Venues

Pasi Fränti