Search results for "DBSCAN"

Hits ?▲	Authors	Title	Venue	Year	Link
17	Yiqun Xie, Shashi Shekhar	Significant DBSCAN towards Statistically Robust Clustering.	SSTD	2019	DBLP DOI BibTeX RDF
17	Jennifer Jang, Heinrich Jiang	DBSCAN++: Towards fast and scalable density clustering.	ICML	2019	DBLP BibTeX RDF
17	Aditya Sarma, Poonam Goyal, Sonal Kumari, Anand Wani, Jagat Sesh Challa, Saiyedul Islam, Navneet Goyal	μDBSCAN: An Exact Scalable DBSCAN Algorithm for Big Data Exploiting Spatial Locality.	CLUSTER	2019	DBLP DOI BibTeX RDF
17	Xiaoling Li, Juntao Li, Tao Mu	A Local Map Construction Method for SLAM Problem Based on DBSCAN Clustering Algorithm.	BIC-TA (2)	2019	DBLP DOI BibTeX RDF
17	Yewang Chen, Shengyu Tang, Nizar Bouguila, Cheng Wang 0020, Ji-Xiang Du, Hailin Li	A fast clustering algorithm based on pruning unnecessary distance computations in DBSCAN for high-dimensional data.	Pattern Recognit.	2018	DBLP DOI BibTeX RDF
17	Lina Ni, Chao Li, Xiao Wang, Honglu Jiang, Jiguo Yu	DP-MCDBSCAN: Differential Privacy Preserving Multi-Core DBSCAN Clustering for Network User Data.	IEEE Access	2018	DBLP DOI BibTeX RDF
17	Xianfu Cheng, Jing Li, Chong Wan, Haoyang Qiu, Yongsheng Wan	DBSCAN-based modular design for the crane grab.	Int. J. Wirel. Mob. Comput.	2018	DBLP DOI BibTeX RDF
17	Hossein Saeedi Emadi, Sayyed Majid Mazinani	A Novel Anomaly Detection Algorithm Using DBSCAN and SVM in Wireless Sensor Networks.	Wirel. Pers. Commun.	2018	DBLP DOI BibTeX RDF
17	Avory Bryant, Krzysztof J. Cios	RNN-DBSCAN: A Density-Based Clustering Algorithm Using Reverse Nearest Neighbor Density Estimates.	IEEE Trans. Knowl. Data Eng.	2018	DBLP DOI BibTeX RDF
17	Kamil Bujel, Feiko Lai, Michal Szczecinski, Winnie So, Miguel Fernandez	Solving High Volume Capacitated Vehicle Routing Problem with Time Windows using Recursive-DBSCAN clustering algorithm.	CoRR	2018	DBLP BibTeX RDF
17	Jennifer Jang, Heinrich Jiang	DBSCAN++: Towards fast and scalable density clustering.	CoRR	2018	DBLP BibTeX RDF
17	Dino Ienco, Gloria Bordogna	Fuzzy extensions of the DBScan clustering algorithm.	Soft Comput.	2018	DBLP DOI BibTeX RDF
17	Chao Deng, Jinwei Song, Saihua Cai, Ruizhi Sun, Yinxue Shi, Shangbo Hao	K-DBSCAN: an efficient density-based clustering algorithm supports parallel computing.	Int. J. Simul. Process. Model.	2018	DBLP DOI BibTeX RDF
17	Lu Zhu, Jiang Zhu, Chongming Bao, Lihua Zhou, Chongyun Wang, Bing Kong	Improvement of DBSCAN Algorithm Based on Adaptive Eps Parameter Estimation.	ACAI	2018	DBLP DOI BibTeX RDF
17	Rami Ibrahim, M. Omair Shafiq	Towards a New Approach for Empowering the MR-DBSCAN Clustering for Massive Data Using Quadtree.	HPCC/SmartCity/DSS	2018	DBLP DOI BibTeX RDF
17	Jin-Yu Song, Yiping Guo, Bin Wang	The Parameter Configuration Method of DBSCAN Clustering Algorithm.	ICSAI	2018	DBLP DOI BibTeX RDF
17	Weipeng Jing, Chuanyu Zhao, Chao Jiang	An improvement method of DBSCAN algorithm on cloud computing.	IIKI	2018	DBLP DOI BibTeX RDF
17	Fan Zhang 0028, Zhenzhen Li, Xingxing Qu, Xinhong Zhang	Inverse Halftoning Algorithm Based on SLIC Superpixels and DBSCAN Clustering.	ICIC (3)	2018	DBLP DOI BibTeX RDF
17	Yiping Zeng, Hui Zhang 0016, Zhiming Fang, Xiaodong Liu, Luca Crociani, Giuseppe Vizzari	Lane-formation in counter-flow based on DBSCAN.	EM-GIS@SIGSPATIAL	2018	DBLP DOI BibTeX RDF
17	Sudeep Basnet, Leen-Kiat Soh, Ashok Samal, Deepti Joshi	Analysis of Multifactorial Social Unrest Events with Spatio-Temporal k-Dimensional Tree-based DBSCAN.	LENS@SIGSPATIAL	2018	DBLP DOI BibTeX RDF
17	Erich Schubert, Sibylle Hess, Katharina Morik	The Relationship of DBSCAN to Matrix Factorization and Spectral Clustering.	LWDA	2018	DBLP BibTeX RDF
17	Yikai Gong, Richard O. Sinnott, Paul Rimba	RT-DBSCAN: Real-Time Parallel Clustering of Spatio-Temporal Data Using Spark-Streaming.	ICCS (1)	2018	DBLP DOI BibTeX RDF
17	Dianwei Han, Ankit Agrawal 0001, Wei-keng Liao, Alok N. Choudhary	Parallel DBSCAN Algorithm Using a Data Partitioning Strategy with Spark Implementation.	IEEE BigData	2018	DBLP DOI BibTeX RDF
17	Michal Maliszewski, Steffen Pristerjahn, Urszula Boryczka	DBSCAN Algorithm as a means to protect the ATM Systems.	INISTA	2018	DBLP DOI BibTeX RDF
17	Wei Nie, Hui Yuan, Mu Zhou, Liangbo Xie, Zengshan Tian	DBSCAN-Based Mobile AP Detection for Indoor WLAN Localization.	CSPS (2)	2018	DBLP DOI BibTeX RDF
17	Ankita, Manish K. Thakur	Modified DBSCAN Using Particle Swarm Optimization for Spatial Hotspot Identification.	IC3	2018	DBLP DOI BibTeX RDF
17	Zhihe Wang, Mengying Huang, Hui Du, Hongwu Qin	A Clustering Algorithm Based on FDP and DBSCAN.	CIS	2018	DBLP DOI BibTeX RDF
17	Ilias K. Savvas, Alekos Stogiannos, Ioannis Th. Mazis	A study of comparative clustering of EU countries using the DBSCAN and k-means techniques within the theoretical framework of systemic geopolitical analysis.	Int. J. Grid Util. Comput.	2017	DBLP DOI BibTeX RDF
17	Ting Luo, Xinwei Zheng, Guangluan Xu, Kun Fu 0001, Wenjuan Ren	An Improved DBSCAN Algorithm to Detect Stops in Individual Trajectories.	ISPRS Int. J. Geo Inf.	2017	DBLP DOI BibTeX RDF
17	Fang Huang 0001, Qiang Zhu, Ji Zhou, Jian Tao, Xiaocheng Zhou, Du Jin, Xicheng Tan, Lizhe Wang 0001	Research on the Parallelization of the DBSCAN Clustering Algorithm for Spatial Data Mining Based on the Spark Platform.	Remote. Sens.	2017	DBLP DOI BibTeX RDF
17	Qing He, Hai Xia Gu, Qin Wei, Xu Wang	A Novel DBSCAN Based on Binary Local Sensitive Hashing and Binary-KNN Representation.	Adv. Multim.	2017	DBLP DOI BibTeX RDF
17	Fangyuan Wei, Decai Huang	基于区间数的多维不确定性数据UID-DBSCAN聚类算法 (UID-DBSCAN Clustering Algorithm of Multi-dimensional Uncertain Data Based on Interval Number).	计算机科学	2017	DBLP DOI BibTeX RDF
17	Mingji Huang, Qian Zhang	基于Spark的并行DBSCAN算法的设计与实现 (Design and Implementation of Parallel DBSCAN Algorithm Based on Spark).	计算机科学	2017	DBLP DOI BibTeX RDF
17	Fangxun Yang	DBSCAN算法在电子邮件网络社团发现中的应用 (Application of DBSCAN Algorithm in Electronic Mail Network Community Detection).	计算机科学	2017	DBLP DOI BibTeX RDF
17	Xingxing Liu, Qing Yang 0013, Ling He	A novel DBSCAN with entropy and probability for mixed data.	Clust. Comput.	2017	DBLP DOI BibTeX RDF
17	Junhao Gan, Yufei Tao 0001	On the Hardness and Approximation of Euclidean DBSCAN.	ACM Trans. Database Syst.	2017	DBLP DOI BibTeX RDF
17	Philipp Egert	EFM-DBSCAN: Ein baumbasierter Clusteringalgorithmus unter Ausnutzung erweiterter Leader-Umgebungen.	BTW	2017	DBLP BibTeX RDF
17	Mark de Berg, Ade Gunawan, Marcel Roeloffzen	Faster DBScan and HDBScan in Low-Dimensional Euclidean Spaces.	ISAAC	2017	DBLP DOI BibTeX RDF
17	Xu Hu, Jun Huang 0007, Minghui Qiu	A Communication Efficient Parallel DBSCAN Algorithm based on Parameter Server.	CIKM	2017	DBLP DOI BibTeX RDF
17	Yating Hou, Feng Xu, Ruilin Ding	Low-Energy Security-Enhanced Routing Protocol Based on DBSCAN Partition.	ICCCS (1)	2017	DBLP DOI BibTeX RDF
17	Yang Li, Guowei Wang, Yu Chen, Yang Jiao, Haijiao Yu, Guogang Zhao	Application of DBSCAN Algorithm in Precision Fertilization Decision of Maize.	CCTA (2)	2017	DBLP DOI BibTeX RDF
17	Sonal Kumari, Poonam Goyal, Ankit Sood, Dhruv Kumar 0001, Sundar Balasubramaniam, Navneet Goyal	Exact, Fast and Scalable Parallel DBSCAN for Commodity Platforms.	ICDCN	2017	DBLP BibTeX RDF
17	Lina Ni, Chao Li, Haoran Liu, Anu G. Bourgeois, Jiguo Yu	Differential Private Preservation Multi-core DBScan Clustering for Network User Data.	IIKI	2017	DBLP DOI BibTeX RDF
17	Tang Cheng	An Improved DBSCAN Clustering Algorithm for Multi-density Datasets.	ICIIP	2017	DBLP DOI BibTeX RDF
17	Pingping Han, Yu Xia, Yan Zhang, Kui Luo	Equivalent model of wind farm based on DBSCAN.	ISGT Asia	2017	DBLP DOI BibTeX RDF
17	Tatsuhiro Sakai, Keiichi Tamura, Hajime Kitakami	Cell-Based DBSCAN Algorithm Using Minimum Bounding Rectangle Criteria.	DASFAA Workshops	2017	DBLP DOI BibTeX RDF
17	Adam Merk, Piotr Cal, Michal Wozniak 0001	Distributed DBSCAN Algorithm - Concept and Experimental Evaluation.	CORES	2017	DBLP DOI BibTeX RDF
17	Mohammad Shahriar Rahman, Anirban Basu 0001, Shinsaku Kiyomoto	Towards Outsourced Privacy-Preserving Multiparty DBSCAN.	PRDC	2017	DBLP DOI BibTeX RDF
17	Hao Hu, Bin Liu, Weiwei Guo, Zenghui Zhang, Wenxian Yu	Superpixel generation for SAR images based on DBSCAN clustering and probabilistic patch-based similarity.	IGARSS	2017	DBLP DOI BibTeX RDF
17	Sergii Babichev, Volodymyr Lytvynenko, Volodymyr Osypenko	Implementation of the objective clustering inductive technology based on DBSCAN clustering algorithm.	CSIT (1)	2017	DBLP DOI BibTeX RDF
17	Rahul Kumar Vijay, Satyasai Jagannath Nanda	A Variable \varepsilon -DBSCAN Algorithm for Declustering Earthquake Catalogs.	SocProS (1)	2017	DBLP DOI BibTeX RDF
17	Heinrich Jiang	Density Level Set Estimation on Manifolds with DBSCAN.	ICML	2017	DBLP BibTeX RDF
17	K. Mahesh Kumar, A. Rama Mohan Reddy	A fast DBSCAN clustering algorithm by accelerating neighbor searching using Groups method.	Pattern Recognit.	2016	DBLP DOI BibTeX RDF
17	Octavio Navarro-Hinojosa, Moises Alencastre-Miranda	DBSCAN modificado con Octrees para agrupar nubes de puntos en tiempo real.	Res. Comput. Sci.	2016	DBLP BibTeX RDF
17	Kunho Kim, Madian Khabsa, C. Lee Giles	Random Forest DBSCAN for USPTO Inventor Name Disambiguation.	CoRR	2016	DBLP BibTeX RDF
17	Alessandro Lulli, Matteo Dell'Amico, Pietro Michiardi, Laura Ricci	NG-DBSCAN: Scalable Density-Based Clustering for Arbitrary Data. (PDF / PS)	Proc. VLDB Endow.	2016	DBLP DOI BibTeX RDF
17	Jian Hou 0001, Huijun Gao, Xuelong Li 0001	DSets-DBSCAN: A Parameter-Free Clustering Algorithm.	IEEE Trans. Image Process.	2016	DBLP DOI BibTeX RDF
17	Jianbing Shen, Xiaopeng Hao, Zhiyuan Liang, Yu Liu, Wenguan Wang, Ling Shao 0001	Real-Time Superpixel Segmentation by DBSCAN Clustering Algorithm.	IEEE Trans. Image Process.	2016	DBLP DOI BibTeX RDF
17	Soomok Lee, Daejin Hyeon, Gikwang Park, Il-joo Baek, Seong-Woo Kim, Seung-Woo Seo	Directional-DBSCAN: Parking-slot detection using a clustering method in around-view monitoring system.	Intelligent Vehicles Symposium	2016	DBLP DOI BibTeX RDF
17	Christian Bodenstein, Markus Götz, Annika Jansen, Henrike Scholz, Morris Riedel	Automatic Object Detection Using DBSCAN for Counting Intoxicated Flies in the FLORIDA Assay.	ICMLA	2016	DBLP DOI BibTeX RDF
17	Kunho Kim, Madian Khabsa, C. Lee Giles	Inventor Name Disambiguation for a Patent Database Using a Random Forest and DBSCAN.	JCDL	2016	DBLP DOI BibTeX RDF
17	Guangchun Luo, Xiaoyu Luo, Thomas Fairley Gooch, Ling Tian, Ke Qin	A Parallel DBSCAN Algorithm Based on Spark.	BDCloud-SocialCom-SustainCom	2016	DBLP DOI BibTeX RDF
17	Chenlu Qiu, Huiying Xu, Yongqiang Bao	Modified-DBSCAN Clustering for Identifying Traffic Accident Prone Locations.	IDEAL	2016	DBLP DOI BibTeX RDF
17	Zohreh Akbari, Rainer Unland	Automated Determination of the Input Parameter of DBSCAN Based on Outlier Detection.	AIAI	2016	DBLP DOI BibTeX RDF
17	Chang Lu, Yueting Shi, Yueyang Chen, Shiqi Bao, Lixing Tang	Data Mining Applied to Oil Well Using K-Means and DBSCAN.	CCBD	2016	DBLP DOI BibTeX RDF
17	Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris	A Hybrid Framework for News Clustering Based on the DBSCAN-Martingale and LDA.	MLDM	2016	DBLP DOI BibTeX RDF
17	Dianwei Han, Ankit Agrawal 0001, Wei-keng Liao, Alok N. Choudhary	A Novel Scalable DBSCAN Algorithm with Spark.	IPDPS Workshops	2016	DBLP DOI BibTeX RDF
17	Ilias Gialampoukidis, Theodora Tsikrika, Stefanos Vrochidis, Ioannis Kompatsiaris	Community detection in complex networks based on DBSCAN* and a Martingale process.	SMAP	2016	DBLP DOI BibTeX RDF
17	Philipp Egert	FM-DBSCAN: Ein effizienter, dichte-basierter Clustering-Algorithmus.	GvD	2016	DBLP BibTeX RDF
17	Joan Capdevila, Gonzalo Pericacho, Jordi Torres, Jesús Cerquides	Scaling DBSCAN-like Algorithms for Event Detection Systems in Twitter.	ICA3PP	2016	DBLP DOI BibTeX RDF
17	Tianrun Li, Thomas Heinis, Wayne Luk	Hashing-Based Approximate DBSCAN.	ADBIS	2016	DBLP DOI BibTeX RDF
17	Muawya Habib Sarnoub Eldaw, Mark Levene, George Roussos	Social-DBSCAN: A Presence Analytics Approach for Mobile Users' Social Clustering.	ICETE (Selected Papers)	2016	DBLP DOI BibTeX RDF
17	Abir Smiti, Zied Elouedi	Fuzzy density based clustering method: Soft DBSCAN-GM.	IEEE Conf. on Intelligent Systems	2016	DBLP DOI BibTeX RDF
17	Yuxiao Zhang, Xiaorong Wang, Bingyang Li, Wei Chen 0021, Tengjiao Wang 0003, Kai Lei	Dboost: A Fast Algorithm for DBSCAN-based Clustering on High Dimensional Data.	PAKDD (2)	2016	DBLP DOI BibTeX RDF
17	Ilias K. Savvas, Dimitrios C. Tselios	Parallelizing DBSCaN Algorithm Using MPI.	WETICE	2016	DBLP DOI BibTeX RDF
17	Beibin Li, Quan Wang 0003, Erin Barney, Logan Hart, Carla A. Wall, Katarzyna Chawarska, Irati Saez de Urabain, Timothy J. Smith, Frederick Shic	Modified DBSCAN algorithm on oculomotor fixation identification.	ETRA	2016	DBLP DOI BibTeX RDF
17	Cheng-Fa Tsai, Yao Chiang	Enhancement of data clustering using TSS-DBSCAN approach for data mining.	ICMLC	2016	DBLP DOI BibTeX RDF
17	Neil Scicluna, Christos-Savvas Bouganis	ARC 2014: A Multidimensional FPGA-Based Parallel DBSCAN Architecture.	ACM Trans. Reconfigurable Technol. Syst.	2015	DBLP DOI BibTeX RDF
17	Bingchen Wang, Chenglong Zhang, Lei Song, Lianhe Zhao, Yu Dou, Zihao Yu	Design and optimization of DBSCAN Algorithm based on CUDA.	CoRR	2015	DBLP BibTeX RDF
17	Joshua M. Dudik, Atsuko Kurosu, James L. Coyle, Ervin Sejdic	A comparative analysis of DBSCAN, K-means, and quadratic variation algorithms for automatic identification of swallows from swallowing accelerometry signals.	Comput. Biol. Medicine	2015	DBLP DOI BibTeX RDF
17	Liping Lai, Ruihua Nie, Jiangping Wang, Jiahong Huang	基于MapReduce的改进DBSCAN算法 (Improved DBSCAN Algorithm Based on MapReduce).	计算机科学	2015	DBLP BibTeX RDF
17	Ch. Bala Koteshwariah, N. Raghu Kisore, V. Ravi	A fuzzy version of generalized DBSCAN clustering algorithm.	CODS	2015	DBLP DOI BibTeX RDF
17	Urszula Kuzelewska, Krzysztof Wichowski	A Modified Clustering Algorithm DBSCAN Used in a Collaborative Filtering Recommender System for Music Recommendation.	DepCoS-RELCOMEX	2015	DBLP DOI BibTeX RDF
17	Jonathan Crussell, W. Philip Kegelmeyer	Attacking DBSCAN for Fun and Profit.	SDM	2015	DBLP DOI BibTeX RDF
17	Fabio Baselice, Luigi Coppolino, Salvatore D'Antonio, Giampaolo Ferraioli, Luigi Sgaglione	A DBSCAN based approach for jointly segment and classify brain MR images.	EMBC	2015	DBLP DOI BibTeX RDF
17	Antônio Cavalcante Araújo Neto, Ticiana Linhares Coelho da Silva, Victor Aguiar Evangelista de Farias, José Antônio Fernandes de Macêdo, Javam de Castro Machado	G2P: A Partitioning Approach for Processing DBSCAN with MapReduce.	W2GIS	2015	DBLP DOI BibTeX RDF
17	Junhao Gan, Yufei Tao 0001	DBSCAN Revisited: Mis-Claim, Un-Fixability, and Approximation.	SIGMOD Conference	2015	DBLP DOI BibTeX RDF
17	Liang-Sian Lin, Der-Chiang Li, Wei-Hao Yu, Yu-Mei Hsueh	Generating Multi-modality Virtual Samples with Soft DBSCAN for Small Data Set Learning.	ACIT-CSI	2015	DBLP DOI BibTeX RDF
17	Xiaoli Lin, Huayong Yang, Jing Ye	Identification of Hot Regions in Protein-Protein Interactions Based on SVM and DBSCAN.	ICIC (2)	2015	DBLP DOI BibTeX RDF
17	Yin Li, Chuyuan Guo, Ronghua Shi, Xiaoqun Liu, Yan Mei	DBSCAN-M: An Intelligent Clustering Algorithm Based on Mutual Reinforcement.	ICA3PP (2)	2015	DBLP DOI BibTeX RDF
17	Irving Cordova, Teng-Sheng Moh	DBSCAN on Resilient Distributed Datasets.	HPCS	2015	DBLP DOI BibTeX RDF
17	Markus Götz, Christian Bodenstein, Morris Riedel	HPDBSCAN: highly parallel DBSCAN.	MLHPC@SC	2015	DBLP DOI BibTeX RDF
17	Alexander Dockhorn, Christian Braune, Rudolf Kruse	An Alternating Optimization Approach Based on Hierarchical Adaptations of DBSCAN.	SSCI	2015	DBLP DOI BibTeX RDF
17	Wei-Tung Wang, Yi-Leh Wu, Cheng-Yuan Tang, Maw-Kae Hor	Adaptive density-based spatial clustering of applications with noise (DBSCAN) according to data.	ICMLC	2015	DBLP DOI BibTeX RDF
17	Wen Chen 0006, Minhe Ji, Jianmei Wang	T-DBSCAN: A Spatiotemporal Density Clustering for GPS Trajectory Segmentation.	Int. J. Online Eng.	2014	DBLP DOI BibTeX RDF
17	Sanjay Chakraborty, Naresh Kumar Nagwani	Analysis and Study of Incremental DBSCAN Clustering Algorithm.	CoRR	2014	DBLP BibTeX RDF
17	Sanjay Chakraborty, Naresh Kumar Nagwani, Lopamudra Dey	Performance Comparison of Incremental K-means and Incremental DBSCAN Algorithms.	CoRR	2014	DBLP BibTeX RDF
17	Jian Hou 0001, Chunshi Sha, Lei Chi, Qi Xia, Naiming Qi	Merging dominant sets and DBSCAN for robust clustering and image segmentation.	ICIP	2014	DBLP DOI BibTeX RDF
17	Xiaoqing Yu, Yupu Ding, Wanggen Wan, Etienne Thuillier	Explore Hot Spots of City Based on DBSCAN Algorithm.	ICAILP	2014	DBLP DOI BibTeX RDF
17	Jundong Li, Jörg Sander 0001, Ricardo J. G. B. Campello, Arthur Zimek	Active Learning Strategies for Semi-Supervised DBSCAN.	Canadian AI	2014	DBLP DOI BibTeX RDF