A GPS location data clustering approach based on a niche genetic algorithm and hybrid K-means

Fast density clustering strategies based on the k -means algorithm

(2017) Liang Bai et al.   PATTERN RECOGNITION

An Automatic K-Means Clustering Algorithm of GPS Data Combining a Novel Niche Genetic Algorithm with Noise and Density

(2017) Xiangbing Zhou et al.   ISPRS International Journal of Geo-Information

An Improved DBSCAN Algorithm to Detect Stops in Individual Trajectories

(2017) Ting Luo et al.   ISPRS International Journal of Geo-Information

A comprehensive survey of traditional, merge-split and evolutionary approaches proposed for determination of cluster number

(2017) Emrah Hancer et al.   Swarm and Evolutionary Computation

NICGAR: A Niching Genetic Algorithm to mine a diverse set of interesting quantitative association rules

(2016) D. Martín et al.   INFORMATION SCIENCES

Exploring OD patterns of interested region based on taxi trajectories

(2016) Min Lu et al.   JOURNAL OF VISUALIZATION

A novel collaborative optimization algorithm in solving complex optimization problems

(2016) Wu Deng et al.   SOFT COMPUTING

Spatial computing

(2015) Shashi Shekhar et al.   COMMUNICATIONS OF THE ACM

From GPS and virtual globes to spatial computing - 2020

(2015) Shashi Shekhar et al.   GEOINFORMATICA

POI recommendation through cross-region collaborative filtering

(2015) Chenyi Zhang et al.   KNOWLEDGE AND INFORMATION SYSTEMS

A grid-growing clustering algorithm for geo-spatial data

(2015) Qinpei Zhao et al.   PATTERN RECOGNITION LETTERS

A scalable and fast OPTICS for clustering trajectory big data

(2014) Ze Deng et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

IK-SVD: Dictionary Learning for Spatial Big Data via Incremental Atom Update

(2014) Lizhe Wang et al.   COMPUTING IN SCIENCE & ENGINEERING

Detection of dynamic activity patterns at a collective level from large-volume trajectory data

(2014) Ruojing W. Scholz et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

A hybrid clustering technique combining a novel genetic algorithm with K-Means

(2014) Md Anisur Rahman et al.   KNOWLEDGE-BASED SYSTEMS

Urban activity pattern classification using topic models from online geo-location data

(2014) Samiul Hasan et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

A Survey of Clustering Algorithms for Big Data: Taxonomy and Empirical Analysis

(2014) Adil Fahad et al.   IEEE Transactions on Emerging Topics in Computing

Semantic trajectories modeling and analysis

(2013) Christine Parent et al.   ACM COMPUTING SURVEYS

On detection of emerging anomalous traffic patterns using GPS data

(2013) Linsey Xiaolin Pang et al.   DATA & KNOWLEDGE ENGINEERING

A new grouping genetic algorithm for clustering problems

(2012) L.E. Agustı´n-Blas et al.   EXPERT SYSTEMS WITH APPLICATIONS

A comparative study of efficient initialization methods for the k-means clustering algorithm

(2012) M. Emre Celebi et al.   EXPERT SYSTEMS WITH APPLICATIONS

T-Finder: A Recommender System for Finding Passengers and Vacant Taxis

(2012) Nicholas Jing Yuan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Automatic clustering using genetic algorithms

(2011) Yongguo Liu et al.   APPLIED MATHEMATICS AND COMPUTATION

A survey: hybrid evolutionary algorithms for cluster analysis

(2011) Mohamed Jafar Abul Hasan et al.   ARTIFICIAL INTELLIGENCE REVIEW

T-Drive: Enhancing Driving Directions with Taxi Drivers' Intelligence

(2011) Jing Yuan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Clustering and aggregating clues of trajectories for mining trajectory patterns and routes

(2011) Chih-Chieh Hung et al.   VLDB JOURNAL

Clustering uncertain trajectories

(2010) Nikos Pelekis et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Towards improving fuzzy clustering using support vector machine: Application to gene expression data

(2009) Anirban Mukhopadhyay et al.   PATTERN RECOGNITION

A robust dynamic niching genetic algorithm with niche migration for automatic clustering problem

(2009) Dong-Xia Chang et al.   PATTERN RECOGNITION

Data clustering: 50 years beyond K-means

(2009) Anil K. Jain   PATTERN RECOGNITION LETTERS

A genetic algorithm with gene rearrangement for K-means clustering

(2008) Dong-Xia Chang et al.   PATTERN RECOGNITION

A niching genetic k-means algorithm and its applications to gene expression data

(2008) Weiguo Sheng et al.   SOFT COMPUTING

A conceptual view on trajectories

(2007) Stefano Spaccapietra et al.   DATA & KNOWLEDGE ENGINEERING