A Novel K-Means Clustering Algorithm with a Noise Algorithm for Capturing Urban Hotspots

A Probabilistic Estimation of Traffic Congestion Using Bayesian Network

(2021) Tanzina Afrin et al.   MEASUREMENT

A Unified Form of Fuzzy C-Means and K-Means algorithms and its Partitional Implementation

(2021) Ioan-Daniel Borlea et al.   KNOWLEDGE-BASED SYSTEMS

GBK-means clustering algorithm: An improvement to the K-means algorithm based on the bargaining game

(2021) Mustafa Jahangoshai Rezaee et al.   KNOWLEDGE-BASED SYSTEMS

Fuzzy Clustering Method Based on Improved Weighted Distance

(2021) Honghan Bei et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Public Transport GPS Probe and Rail Gate Data for Assessing the Pattern of Human Mobility in the Bangkok Metropolitan Region, Thailand

(2021) Songkorn Siangsuebchart et al.   Sustainability

Quantum differential evolution with cooperative coevolution framework and hybrid mutation strategy for large scale optimization

(2021) Wu Deng et al.   KNOWLEDGE-BASED SYSTEMS

Robust deep k-means: An effective and simple method for data clustering

(2021) Shudong Huang et al.   PATTERN RECOGNITION

Forecasting crude oil prices based on variational mode decomposition and random sparse Bayesian learning

(2021) Taiyong Li et al.   APPLIED SOFT COMPUTING

A novel image-based convolutional neural network approach for traffic congestion estimation

(2021) Ying Gao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Discovering source areas of disease outbreaks based on ring-shaped hotspot detection in road network space

(2021) Yan Shi et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Identifying Tourists and Locals by K-Means Clustering Method from Mobile Phone Signaling Data

(2021) Haodong Sun et al.   Journal of Transportation Engineering Part A-Systems

Identifying spatio-temporal patterns of bus bunching in urban networks

(2020) Christina A. Iliopoulou et al.   Journal of Intelligent Transportation Systems

A Method for Bus OD Matrix Estimation Using Multisource Data

(2020) Di Huang et al.   JOURNAL OF ADVANCED TRANSPORTATION

GPS-based citywide traffic congestion forecasting using CNN-RNN and C3D hybrid model

(2020) Jingqiu Guo et al.   Transportmetrica A-Transport Science

Public Traffic Congestion Estimation Using an Artificial Neural Network

(2020) Yanyan Gu et al.   ISPRS International Journal of Geo-Information

Analysis of road travel behaviour based on big trajectory data

(2020) Wang Yongdong et al.   IET Intelligent Transport Systems

A Novel Gate Resource Allocation Method Using Improved PSO-Based QEA

(2020) Wu Deng et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

An Enhanced MSIQDE Algorithm With Novel Multiple Strategies for Global Optimization Problems

(2020) Wu Deng et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Midlatitude Klobuchar correction model based on the k-means clustering of ionospheric daily variations

(2019) Barbara Pongracic et al.   GPS SOLUTIONS

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

(2019) Hongjiang Ma et al.   Intelligent Data Analysis

Understanding Spatio-Temporal Characteristics of Urban Travel Demand Based on the Combination of GWR and GLM

(2019) Jinjun Tang et al.   Sustainability

Optimization of geochemical anomaly detection using a novel genetic K-means clustering (GKMC) algorithm

(2019) Reza Ghezelbash et al.   COMPUTERS & GEOSCIENCES

Improved K-means algorithm based on density Canopy

(2018) Geng Zhang et al.   KNOWLEDGE-BASED SYSTEMS

Clustering stability-based Evolutionary K-Means

(2018) Zhenfeng He et al.   SOFT COMPUTING

Advantages of fuzzy k-means over k-means clustering in the classification of diffuse reflectance soil spectra: A case study with West African soils

(2018) Jannis Heil et al.   GEODERMA

Detection of traffic congestion and incidents from GPS trace analysis

(2017) Eleonora D'Andrea et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

Time-evolving O-D matrix estimation using high-speed GPS data streams

(2016) Luís Moreira-Matias et al.   EXPERT SYSTEMS WITH APPLICATIONS

Mining urban recurrent congestion evolution patterns from GPS-equipped vehicle mobility data

(2016) Shi An et al.   INFORMATION SCIENCES

Exploring OD patterns of interested region based on taxi trajectories

(2016) Min Lu et al.   JOURNAL OF VISUALIZATION

Efficient reverse spatial and textual k nearest neighbor queries on road networks

(2016) Changyin Luo et al.   KNOWLEDGE-BASED SYSTEMS

Genetic algorithm with healthy population and multiple streams sharing information for clustering

(2016) A.H. Beg et al.   KNOWLEDGE-BASED SYSTEMS

Identifying mismatch between urban travel demand and transport network services using GPS data: A case study in the fast growing Chinese city of Harbin

(2016) JianXun Cui et al.   NEUROCOMPUTING

Road-Network Aware Trajectory Clustering: Integrating Locality, Flow, and Density

(2015) Binh Han et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

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

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

Automatic clustering using genetic algorithms

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

A conceptual view on trajectories

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