Pasi Fränti

Susanto Rahardja

Pattern Recognit., 2021

Averaging GPS segments competition 2019.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Fast travel-distance estimation using overhead graph.

[BibT_eX]

[DOI]

J. Locat. Based Serv., 2021

k-Means image segmentation using Mumford-Shah model.

[BibT_eX]

[DOI]

Nilima Shah

Dhanesh Patel

J. Electronic Imaging, 2021

Fast Mumford-Shah Two-Phase Image Segmentation Using Proximal Splitting Scheme.

[BibT_eX]

[DOI]

Nilima Shah

Dhanesh Patel

J. Appl. Math., 2021

Solving the Large-Scale TSP Problem in 1 h: Santa Claus Challenge 2020.

[BibT_eX]

[DOI]

Frontiers Robotics AI, 2021

An advantage actor-critic algorithm for robotic motion planning in dense and dynamic scenarios.

[BibT_eX]

[DOI]

Chengmin Zhou

Bingding Huang

CoRR, 2021

A review of motion planning algorithms for intelligent robotics.

[BibT_eX]

[DOI]

Chengmin Zhou

Bingding Huang

CoRR, 2021

Using Open Street Map for Content Creation in Location-Based Games.

[BibT_eX]

[DOI]

Nancy Fazal

Proceedings of the 29th Conference of Open Innovations Association, 2021

Image Segmentation by Pairwise Nearest Neighbor Using Mumford-Shah Model.

[BibT_eX]

[DOI]

Nilima Shah

Dhanesh Patel

Proceedings of CECNet 2021, 2021

2020

Context-aware similarity of GPS trajectories.

[BibT_eX]

[DOI]

J. Locat. Based Serv., 2020

Detection of time irreversibility in interbeat interval time series by visible and nonvisible motifs from horizontal visibility graph.

[BibT_eX]

[DOI]

Gulraiz Iqbal Choudhary

Wajid Aziz

Biomed. Signal Process. Control., 2020

Can the Number of Clusters Be Determined by External Indices?

[BibT_eX]

[DOI]

IEEE Access, 2020

2019

Efficiency of Web Crawling for Geotagged Image Retrieval.

[BibT_eX]

[DOI]

Nancy Fazal

Khue Nguyen

Webology, 2019

Fast and general density peaks clustering.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2019

How much can k-means be improved by using better initialization and repeats?

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Activity event recommendation and attendance prediction.

[BibT_eX]

[DOI]

Abu Sadat Md. Sayem

J. Locat. Based Serv., 2019

Framework for syntactic string similarity measures.

[BibT_eX]

[DOI]

Damien Hostettler

Muhammad Usman Shahid Khan

Expert Syst. Appl., 2019

Analysing the Dynamics of Interbeat Interval Time Series Using Grouped Horizontal Visibility Graph.

[BibT_eX]

[DOI]

Gulraiz Iqbal Choudhary

IEEE Access, 2019

H-Rank: A keywords extraction method from web pages using POS tags.

[BibT_eX]

[DOI]

Himat Shah

Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Predicting the difficulty of TSP instances using MST.

[BibT_eX]

[DOI]

Lahari Sengupta

Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Outlier detection: how to threshold outlier scores?

[BibT_eX]

[DOI]

Susanto Rahardja

Proceedings of the International Conference on Artificial Intelligence, 2019

DOM-based keyword extraction from web pages.

[BibT_eX]

[DOI]

Himat Shah

Proceedings of the International Conference on Artificial Intelligence, 2019

2018

CellNet: Inferring Road Networks from GPS Trajectories.

[BibT_eX]

[DOI]

ACM Trans. Spatial Algorithms Syst., 2018

Constructing a High-Dimensional kNN-Graph Using a Z-Order Curve.

[BibT_eX]

[DOI]

ACM J. Exp. Algorithmics, 2018

Efficiency of random swap clustering.

[BibT_eX]

[DOI]

J. Big Data, 2018

K-means properties on six clustering benchmark datasets.

[BibT_eX]

[DOI]

Appl. Intell., 2018

Multi-Agent Approach Traffic Forecast for Planning Urban Road Infrastructure.

[BibT_eX]

[DOI]

Thomas Chee Tat Ho

Proceedings of the TENCON 2018, 2018

Real-time Electric Vehicle Load Forecast to Meet Timely Energy Dispatch.

[BibT_eX]

[DOI]

Thomas Ho Chee Tat

Proceedings of the 2018 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), Singpapore, Singapore, July 31, 2018

Fast random pair divisive construction of kNN graph using generic distance measures.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Big Data and Computing, 2018

Random Projection for k-means Clustering.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Medoid-Shift for Noise Removal to Improve Clustering.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Dimensionally Distributed Density Estimation.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Similarity of Mobile Users Based on Sparse Location History.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Mean-Shift Outlier Detection.

[BibT_eX]

[DOI]

Susanto Rahardja

Proceedings of the Fuzzy Systems and Data Mining IV, 2018

2017

Grid-Based Method for GPS Route Analysis for Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Spatial Algorithms Syst., 2017

O-Mopsi: Mobile Orienteering Game for Sightseeing, Exercising, and Education.

[BibT_eX]

[DOI]

Lahari Sengupta

ACM Trans. Multim. Comput. Commun. Appl., 2017

Framework for location-aware search engine.

[BibT_eX]

[DOI]

J. Locat. Based Serv., 2017

Using linguistic features to automatically extract web page title.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

Functional Classification of Websites.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Symposium on Information and Communication Technology, 2017

2016

Set Matching Measures for External Cluster Validity.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Content-based Title Extraction from Web Page.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Web Information Systems and Technologies, 2016

GPS Trajectory Biometrics: From Where You Were to How You Move.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Gesture Input for GPS Route Search.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Generalizing Centroid Index to Different Clustering Models.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

XNN Graph.

[BibT_eX]

[DOI]

Caiming Zhong

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Similarity measures for title matching.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

A grid-growing clustering algorithm for geo-spatial data.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2015

A fast minimum spanning tree algorithm based on K-means.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Extracting Representative Image from Web Page.

[BibT_eX]

[DOI]

Proceedings of the WEBIST 2015, 2015

Can Social Network Be Used for Location-aware Recommendation?.

[BibT_eX]

[DOI]

Chaitanya Khurana

Proceedings of the WEBIST 2015, 2015

ClRank: A Method for Keyword Extraction from Web Pages Using Clustering and Distribution of Nouns.

[BibT_eX]

[DOI]

Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Noise reduced high dynamic range tone mapping using information content weights.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Centroid Ratio for a Pairwise Random Swap Clustering Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

K-means⁎: Clustering by gradual data transformation.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Centroid index: Cluster level similarity measure.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

WB-index: A sum-of-squares based index for cluster validity.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2014

Low Complexity Spatial Similarity Measure of GPS Trajectories.

[BibT_eX]

[DOI]

Proceedings of the WEBIST 2014, 2014

Matching Similarity for Keyword-Based Clustering.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

Balanced K-Means for Clustering.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

A Comparison of Categorical Attribute Data Clustering Methods.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

Modelling implications & impacts of going green with EV in Singapore with multi-agent systems.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014

2013

Real Time Access to Multiple GPS Tracks.

[BibT_eX]

Proceedings of the WEBIST 2013, 2013

O-Mopsi: Mobile Orienteering Game using Geotagged Photos.

[BibT_eX]

Proceedings of the WEBIST 2013, 2013

Fast Approximate Minimum Spanning Tree Algorithm Based on K-Means.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2013

2012

A Fast $O(N)$ Multiresolution Polygonal Approximation Algorithm for GPS Trajectory Simplification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

A Joint Approach for Single-Channel Speaker Identification and Speech Separation.

[BibT_eX]

[DOI]

Pejman Mowlaee

IEEE Trans. Speech Audio Process., 2012

Random swap EM algorithm for Gaussian mixture models.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2012

Clustering by analytic functions.

[BibT_eX]

[DOI]

Inf. Sci., 2012

2D denoising factor for high dynamic range imaging.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2012

Keyword clustering for automatic categorization.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Compression of GPS trajectories using optimized approximation.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Compression of GPS Trajectories.

[BibT_eX]

[DOI]

Proceedings of the 2012 Data Compression Conference, Snowbird, UT, USA, April 10-12, 2012, 2012

Recommendation of points of interest from user generated data collection.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Collaborative Computing: Networking, 2012

Detecting movement type by route segmentation and classification.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Collaborative Computing: Networking, 2012

2011

Adaptive Context-Tree-Based Statistical Filtering for Raster Map Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2011

Comparison of clustering methods: A case study of text-independent speaker modeling.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2011

Minimum spanning tree based split-and-merge: A hierarchical clustering method.

[BibT_eX]

[DOI]

Caiming Zhong

Duoqian Miao

Inf. Sci., 2011

Four Aspects of Relevance in Sharing Location-based Media: Content, Time, Location and Network.

[BibT_eX]

Jinhua Chen

Proceedings of the WEBIST 2011, 2011

Extending external validity measures for determining the number of clusters.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Sinusoidal Approach for the Single-Channel Speech Separation and Recognition Challenge.

[BibT_eX]

[DOI]

Pejman Mowlaee

Zheng-Hua Tan

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

De-ghosting of HDR images with double-credit intensity mapping.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Adaptive filtering of raster map images using optimal context selection.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

RSEM: An Accelerated Algorithm on Repeated EM.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Image and Graphics, 2011

K-means: Clustering by Gradual Data Transformation.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Image and Graphics, 2011

Multi-site heterogeneous system fusions for the Albayzin 2010 Language Recognition Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

2010

Ad-Hoc Georeferencing of Web-Pages Using Street-Name Prefix Trees.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems and Technologies - 6th International Conference, 2010

MOPSI location-based search engine: concept, architecture and prototype.

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Improving monaural speaker identification by double-talk detection.

[BibT_eX]

[DOI]

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Signal-to-Signal Ratio Independent Speaker Identification for Co-channel Speech Signals.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Optimized Entropy-constrained Vector Quantization of lossy Vector Map Compression.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Location-based search engine for multimedia phones.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Statistical filtering of raster map images.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Detecting and composing near-identical HDR images without exposure information.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Fast dynamic quantization algorithm for vector map compression.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Joint frame and Gaussian selection for text independent speaker verification.

[BibT_eX]

[DOI]

Hamid Reza Sadegh Mohammadi

Robert D. Rodman

Proceedings of the IEEE International Conference on Acoustics, 2010

Joint single-channel speech separation and speaker identification.

[BibT_eX]

[DOI]

Pejman Mowlaee

Zheng-Hua Tan

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Comparative evaluation of maximum a Posteriori vector quantization and gaussian mixture models in speaker verification.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2009

Random swap EM algorithm for finite mixture models in image segmentation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

Multi-layer filtering approach for map images.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

Comparing maximum a posteriori vector quantization and Gaussian mixture models in speaker verification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Sum-of-Squares Based Cluster Validity Index and Significance Analysis.

[BibT_eX]

[DOI]

Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

On the Efficiency of Swap-Based Clustering.

[BibT_eX]

[DOI]

Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

Developing Speaker Recognition System: From Prototype to Practical Application.

[BibT_eX]

[DOI]

Proceedings of the Forensics in Telecommunications, 2009

2008

Cascaded RLS-LMS Prediction in MPEG-4 Lossless Audio Coding.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2008

Maximum a Posteriori Adaptation of the Centroid Model for Speaker Verification.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2008

Text-independent speaker recognition using graph matching.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2008

Knee Point Detection on Bayesian Information Criterion.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Time-series clustering by approximate prototypes.

[BibT_eX]

[DOI]

Pekka Nykänen

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Probabilistic clustering by random swap algorithm.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Deterministic and randomized local search algorithms for clustering.

[BibT_eX]

[DOI]

Marko Tuononen

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Automatic voice activity detection in different speech applications.

[BibT_eX]

[DOI]

Marko Tuononen

Rosa González Hautamäki

Proceedings of the 1st International ICST Conference on Forensic Applications and Techniques in Telecommunications, 2008

Knee Point Detection in BIC for Detecting the Number of Clusters.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007

Lossless Compression of Color Map Images by Context Tree Modeling.

[BibT_eX]

[DOI]

Alexander Akimov

IEEE Trans. Image Process., 2007

Polygonal approximation of closed discrete curves.

[BibT_eX]

[DOI]

Pattern Recognit., 2007

Gradual model generator for single-pass clustering.

[BibT_eX]

[DOI]

Ismo Kärkkäinen

Pattern Recognit., 2007

Lossless compression of map contours by context tree modeling of chain codes.

[BibT_eX]

[DOI]

Alexander Akimov

Pattern Recognit., 2007

Statistical Filtering of Raster Map Images Using a Context Tree Model.

[BibT_eX]

[DOI]

Pavel Kopylov

Proceedings of the Third International IEEE Conference on Signal-Image Technologies and Internet-Based System, 2007

2006

Context quantization by kernel Fisher discriminant.

[BibT_eX]

[DOI]

Xiaolin Wu

IEEE Trans. Image Process., 2006

Real-time speaker identification and verification.

[BibT_eX]

[DOI]

Evgeny Karpov

IEEE Trans. Speech Audio Process., 2006

Iterative shrinking method for clustering problems.

[BibT_eX]

[DOI]

Pattern Recognit., 2006

Fast Agglomerative Clustering Using a k-Nearest Neighbor Graph.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2006

Lossless image compression via bit-plane separation and multilayer context tree modeling.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2006

Morphological reconstruction of semantic layers in map images.

[BibT_eX]

[DOI]

Eugene I. Ageenko

J. Electronic Imaging, 2006

Speaker, Vocabulary and Context Independent Word Spotting System for Continuous Speech.

[BibT_eX]

[DOI]

Radu Timofte

Proceedings of the 5th International Symposium on Chinese Spoken Language Processing, 2006

On the Use of Long-Term Average Spectrum in Automatic Speaker Recognition.

[BibT_eX]

[DOI]

Proceedings of the 5th International Symposium on Chinese Spoken Language Processing, 2006

Merge-Based Color Quantization and Context Tree Modeling for Compression of Color Quantized Images.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2006

Cascaded RLS-LMS Prediction in MPEG-4 Lossless Audio Coding.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

Compression of map images by multilayer context tree modeling.

[BibT_eX]

[DOI]

Pavel Kopylov

IEEE Trans. Image Process., 2005

Data reduction of large vector graphics.

[BibT_eX]

[DOI]

Pattern Recognit., 2005

Accuracy of MFCC-Based Speaker Recognition in Series 60 Device.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2005

Improving K-Means by Outlier Removal.

[BibT_eX]

[DOI]

Svetlana Cherednichenko

Ismo Kärkkäinen

Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Clustering Based on Principal Curve.

[BibT_eX]

[DOI]

Ioan Cleju

Xiaolin Wu

Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Eye-Movements as a Biometric.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Min-polygonal approximation of closed curves.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Image Processing, 2005

Optimal algorithm for convexity measure calculation.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Image Processing, 2005

2004

Compression of map images for real-time applications.

[BibT_eX]

[DOI]

Image Vis. Comput., 2004

Symbol representation in map image compression.

[BibT_eX]

[DOI]

Alexander Akimov

Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Efficient online cohort selection method for speaker verification.

[BibT_eX]

[DOI]

Evgeny Karpov

Proceedings of the 8th International Conference on Spoken Language Processing, 2004

Real-time speaker identification.

[BibT_eX]

[DOI]

Evgeny Karpov

Proceedings of the 8th International Conference on Spoken Language Processing, 2004

Delta-MSE Dissimilarity in Suboptimal K-Means Clustering.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Divide-and-Conquer Algorithm for Creating Neighborhood Graph for Clustering.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Multiresolution Polygonal Approximation of Digital Curves.

[BibT_eX]

[DOI]

Xiaolin Wu

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Outlier Detection Using k-Nearest Neighbour Graph.

[BibT_eX]

[DOI]

Ismo Kärkkäinen

Proceedings of the 17th International Conference on Pattern Recognition, 2004

A heuristic k-means clustering algorithm by kernel pca.

[BibT_eX]

[DOI]