Search results for "kNN"

Hits ?▲	Authors	Title	Venue	Year	Link
13	Zaher Al Aghbari, Tasneem Ismail, Ibrahim Kamel	SparkNN: A Distributed In-Memory Data Partitioning for KNN Queries on Big Spatial Data.	Data Sci. J.	2020	DBLP DOI BibTeX RDF
13	Rubul Kumar Bania, Anindya Halder	R-Ensembler: A greedy rough set based ensemble attribute selection algorithm with kNN imputation for classification of medical data.	Comput. Methods Programs Biomed.	2020	DBLP DOI BibTeX RDF
13	Fuguang Bao, Yongqiang Wu, Zhaogang Li, Yongzhao Li, Lili Liu, Guanyu Chen	Effect Improved for High-Dimensional and Unbalanced Data Anomaly Detection Model Based on KNN-SMOTE-LSTM.	Complex.	2020	DBLP DOI BibTeX RDF
13	Cheng Peng, Qing Chen, Longxin Zhang, Lanjun Wan, Xinpan Yuan	Research on Fault Diagnosis of Wind Power Generator Blade Based on SC-SMOTE and kNN.	J. Inf. Process. Syst.	2020	DBLP DOI BibTeX RDF
13	Shanshan Wang 0008, Lei Zhang 0038	Regularized Deep Transfer Learning: When CNN Meets kNN.	IEEE Trans. Circuits Syst. II Express Briefs	2020	DBLP DOI BibTeX RDF
13	Yong Zhang 0002, Jiacheng Wu, Jin Wang 0007, Chunxiao Xing	A Transformation-based Framework for KNN Set Similarity Search(Extended Abstract).	ICDE	2020	DBLP DOI BibTeX RDF
13	Zineb Bakraouy, Amine Baïna, Mostafa Bellafkih	Agreement-Broker: Performance Analysis Using KNN, SVM, and ANN Classifiers.	SoCPaR	2020	DBLP DOI BibTeX RDF
13	Xinyu Lei, Guan-Hua Tu, Alex X. Liu, Tian Xie	Fast and Secure kNN Query Processing in Cloud Computing.	CNS	2020	DBLP DOI BibTeX RDF
13	Zhou Fang, Chao Ma, Jiaxing Qu, Xue Song, Chi Zhang	A Potential Value Preferences Elicitation Approach Based on SC-VPM and KNN.	ICBDC	2020	DBLP DOI BibTeX RDF
13	Anna Król, Wojciech Rzasa, Piotr Grochowalski	Aggregation of Fuzzy Equivalences in Data Exploration by kNN Classifier.	FUZZ-IEEE	2020	DBLP DOI BibTeX RDF
13	Rachid Guerraoui, Anne-Marie Kermarrec, Olivier Ruas, François Taïani	Smaller, Faster & Lighter KNN Graph Constructions.	WWW	2020	DBLP DOI BibTeX RDF
13	Bin-Bin Jia, Min-Ling Zhang	Md-knn: An Instance-based Approach for Multi-Dimensional Classification.	ICPR	2020	DBLP DOI BibTeX RDF
13	Suhas Athani, Shreesha Joshi, B. Ashwath Rao, Shwetha Rai, N. Gopalakrishna Kini	Parallel Implementation of kNN Algorithm for Breast Cancer Detection.	FICTA (1)	2020	DBLP DOI BibTeX RDF
13	K. Ankitha, D. H. Manjaiah	Comparison of KNN and SVM Algorithms to Detect Clinical Mastitis in Cows Using Internet of Animal Health Things.	FICTA (2)	2020	DBLP DOI BibTeX RDF
13	Thein Yu, Khin Thandar Nwet	Comparing SVM and KNN Algorithms for Myanmar News Sentiment Analysis System.	ICCDE	2020	DBLP DOI BibTeX RDF
13	Mengqi Li, Dan He, Xiaofang Zhou 0001	Efficient kNN Search with Occupation in Large-Scale On-demand Ride-Hailing.	ADC	2020	DBLP DOI BibTeX RDF
13	Clóvis Daniel Souza Silva, Leonardo Ferreira da Costa, Leonardo Sampaio Rocha, Gerardo Valdisio Rodrigues Viana	KNN Applied to PDG for Source Code Similarity Classification.	BRACIS (2)	2020	DBLP DOI BibTeX RDF
13	Georgina Mirceva, Andreja Naumoski, Andrea Kulakov	Classifying Protein Structures by Using Protein Ray Based Descriptor, KNN and FuzzyKNN Classification Methods.	MIPRO	2020	DBLP DOI BibTeX RDF
13	Jingchuan Zhao, Hongwei Zhuang, Ling Lu	Heart Rate Variability Analysis Method Based on KNN Classification.	CSIA (1)	2020	DBLP DOI BibTeX RDF
13	Rong Yang, Baoning Niu	Optimizing Continuous kNN Queries over Large-Scale Spatial-Textual Data Streams.	SIGSPATIAL/GIS	2020	DBLP DOI BibTeX RDF
13	Shohei Tsuruoka, Daichi Amagata, Shunya Nishio, Takahiro Hara	Distributed Spatial-Keyword kNN Monitoring for Location-aware Pub/Sub.	SIGSPATIAL/GIS	2020	DBLP DOI BibTeX RDF
13	Fabio Valerio Massoli, Fabrizio Falchi, Giuseppe Amato 0001	kNN-guided Adversarial Attacks.	SEBD	2020	DBLP BibTeX RDF
13	Xiaoyan Wang, Jingjing Yang, Tengye Yu, Rui Li, Ming Huang 0003	Performance Evaluation of Energy Detection, Matched Filtering and KNN Under Different Noise Models.	BDTA/WiCON	2020	DBLP DOI BibTeX RDF
13	Jong-Shin Chen, Huai-Yi Huang, Chi-Yueh Hsu	A kNN Based Position Prediction Method for SNS Places.	ACIIDS (2)	2020	DBLP DOI BibTeX RDF
13	Maciej Kinal, Michal Wozniak 0001	Data Preprocessing for des-knn and Its Application to Imbalanced Medical Data Classification.	ACIIDS (1)	2020	DBLP DOI BibTeX RDF
13	Bartosz Minch, Mateusz Nowak, Rafal Wcislo, Witold Dzwinel	GPU-Embedding of kNN-Graph Representing Large and High-Dimensional Data.	ICCS (2)	2020	DBLP DOI BibTeX RDF
13	Youting Liu, Shu Li, Chengwei Zhang, Chao Zheng, Yong Sun, Qingyun Liu	ITP-KNN: Encrypted Video Flow Identification Based on the Intermittent Traffic Pattern of Video and K-Nearest Neighbors Classification.	ICCS (2)	2020	DBLP DOI BibTeX RDF
13	Yuqing Zhu 0005, Xiang Yu 0002, Manmohan Chandraker, Yu-Xiang Wang 0003	Private-kNN: Practical Differential Privacy for Computer Vision.	CVPR	2020	DBLP BibTeX RDF
13	Tevar Durgadevi Murugan, Mahendra G. Kanojia	Breast Cancer Detection Using Texture Features and KNN Algorithm.	HIS	2020	DBLP DOI BibTeX RDF
13	Panagiotis Anagnostou, Petros T. Barbas, Aristidis G. Vrahatis, Sotiris K. Tasoulis	Approximate kNN Classification for Biomedical Data.	IEEE BigData	2020	DBLP DOI BibTeX RDF
13	Suqun Cao, Lingao Wang, Rendong Ji, Chao Wang, Liu Yao, Lin Kai, Ahmed N. Abdalla, Sujatha k.	Clinical Decision Support System Based on KNN/Ontology Extraction Method.	SPML	2020	DBLP DOI BibTeX RDF
13	Kirk P. Gardner, Donald R. Sheehy	A Simple Algorithm for kNN Sampling in General Metrics.	CCCG	2020	DBLP BibTeX RDF
13	Askhat Temir, Kamalkhan Artykbayev, M. Fatih Demirci	Image classification by Distortion-Free Graph Embedding and KNN-Random forest.	CRV	2020	DBLP DOI BibTeX RDF
13	Md. Monirul Islam, Jia Uddin, Mohammod Abul Kashem, Fazly Rabbi, Md. Waliul Hasnat	Design and Implementation of an IoT System for Predicting Aqua Fisheries Using Arduino and KNN.	IHCI (2)	2020	DBLP DOI BibTeX RDF
13	Iwo Rózycki, Adam Wolszleger	Comparison of neural network and KNN classifiers, for recognizing hand-written digits.	SYSTEM	2020	DBLP BibTeX RDF
13	Jiaxin Zhuang, Jiabin Cai, Ruixuan Wang, Jianguo Zhang 0001, Wei-Shi Zheng 0001	Deep kNN for Medical Image Classification.	MICCAI (1)	2020	DBLP DOI BibTeX RDF
13	Ahmed Zaoui, Christophe Denis, Mohamed Hebiri	Regression with reject option and application to kNN.	NeurIPS	2020	DBLP BibTeX RDF
13	José Luis Seixas Junior, Tomás Horváth	KNN Algorithm with DTW Distance for Signature Classification of Wine Leaves.	ITAT	2020	DBLP BibTeX RDF
13	Younggyun Cho, Mi Lu	A Reconfigurable Approximate Floating-Point Multiplier with kNN.	ISOCC	2020	DBLP DOI BibTeX RDF
13	Abdul Wahid, Annavarapu Chandra Sekhara Rao	An Outlier Detection Algorithm based on KNN-kernel Density Estimation.	IJCNN	2020	DBLP DOI BibTeX RDF
13	Alec Lu, Zhenman Fang, Nazanin Farahpour, Lesley Shannon	CHIP-KNN: A Configurable and High-Performance K-Nearest Neighbors Accelerator on Cloud FPGAs.	FPT	2020	DBLP DOI BibTeX RDF
13	Yifei Zhou, Lina Liu, Ruichao Li, Jie Shen, Linhuan Li, Yinkang Luo, Shuang Zhou 0019, Jie Xu 0023	Distribution Network Electrical Topology Identification Based on Edge Computing and Improved KNN.	EITCE	2020	DBLP DOI BibTeX RDF
13	Eduardo Ramírez, Patricia Melin, German Prado-Arechiga	Toward Improving the Fuzzy KNN Algorithm Based on Takagi-Sugeno Fuzzy Inference System.	NAFIPS	2020	DBLP DOI BibTeX RDF
13	Fitra Hidiyanto, Abdul Halim	KNN Methods with Varied K, Distance and Training Data to Disaggregate NILM with Similar Load Characteristic.	APCoRISE	2020	DBLP BibTeX RDF
13	Valerie Vaquet, Barbara Hammer	Balanced SAM-kNN: Online Learning with Heterogeneous Drift and Imbalanced Data.	ICANN (2)	2020	DBLP DOI BibTeX RDF
13	Andreea Griparis, Daniela Faur, Mihai Datcu	DR-KNN: A Hybrid Approach for Dimensionality Reduction of EO Image Datasets.	IGARSS	2020	DBLP DOI BibTeX RDF
13	Da Xiao, Meiyi Jiang	Malicious Mail Filtering and Tracing System Based on KNN and Improved LSTM Algorithm.	DASC/PiCom/CBDCom/CyberSciTech	2020	DBLP DOI BibTeX RDF
13	Jie Li, Yaxu Xue, Yadong Xu	Incremental Learning Algorithm of Data Complexity Based on KNN Classifier.	CcS	2020	DBLP DOI BibTeX RDF
13	Yves Bestgen	Boosting a kNN Classifier by improving Feature Extraction for Authorship Identification of Source Code.	FIRE (Working Notes)	2020	DBLP BibTeX RDF
13	Baligh Al-Helali, Qi Chen 0002, Bing Xue 0001, Mengjie Zhang 0001	GP-based Feature Selection and Weighted KNN-based Instance Selection for Symbolic Regression with Incomplete Data.	SSCI	2020	DBLP DOI BibTeX RDF
13	Javier A. Riquelme, Ricardo J. Barrientos, Ruber Hernández-García, Cristóbal A. Navarro	An exhaustive algorithm based on GPU to process a kNN query.	SCCC	2020	DBLP DOI BibTeX RDF
13	Gabriel J. Ferrer	A Preliminary Study of Spatial Bias in Knn Distance Metrics.	FLAIRS	2020	DBLP BibTeX RDF
13	Durmus Özkan Sahin, Sercan Demirci	Spam Filtering with KNN: Investigation of the Effect of k Value on Classification Performance.	SIU	2020	DBLP DOI BibTeX RDF
13	Atoshum Cahsai	Scaling kNN queries using statistical learning.		2020	RDF
13	Jianzhong Qi 0001, Rui Zhang 0003	Query Processing - kNN.	Encyclopedia of Big Data Technologies	2019	DBLP DOI BibTeX RDF
13	Eleonora Maria Aiello, Chiara Toffanin, Mirko Messori, Claudio Cobelli, Lalo Magni	Postprandial Glucose Regulation via KNN Meal Classification in Type 1 Diabetes.	IEEE Control. Syst. Lett.	2019	DBLP DOI BibTeX RDF
13	Onur Dogan 0001, Basar Öztaysi	Genders prediction from indoor customer paths by Levenshtein-based fuzzy kNN.	Expert Syst. Appl.	2019	DBLP DOI BibTeX RDF
13	Fengfei Wang, Zhen Liu, Chundong Wang 0002	An improved kNN text classification method.	Int. J. Comput. Sci. Eng.	2019	DBLP DOI BibTeX RDF
13	Sushil Kumar Trisal, Ajay Kaul	K-RCC: A novel approach to reduce the computational complexity of KNN algorithm for detecting human behavior on social networks.	J. Intell. Fuzzy Syst.	2019	DBLP DOI BibTeX RDF
13	I-Fang Su, Ding-Li Chen, Chiang Lee, Yu-Chi Chung	Finding Visible kNN Objects in the Presence of Obstacles within the User's View Field †.	ISPRS Int. J. Geo Inf.	2019	DBLP DOI BibTeX RDF
13	Yuanyuan Fu, Hong S. He, Todd J. Hawbaker, Paul D. Henne, Zhiliang Zhu 0002, David R. Larsen	Evaluating k-Nearest Neighbor (kNN) Imputation Models for Species-Level Aboveground Forest Biomass Mapping in Northeast China.	Remote. Sens.	2019	DBLP DOI BibTeX RDF
13	Yingbo An, Meiling Xu, Chen Shen	Classification Method of Teaching Resources Based on Improved KNN Algorithm.	Int. J. Emerg. Technol. Learn.	2019	DBLP DOI BibTeX RDF
13	Francisco Martínez, María Pilar Frías, Francisco Charte, Antonio J. Rivera	Time Series Forecasting with KNN in R: the tsfknn Package.	R J.	2019	DBLP DOI BibTeX RDF
13	Martha Roseberry, Bartosz Krawczyk, Alberto Cano 0001	Multi-Label Punitive kNN with Self-Adjusting Memory for Drifting Data Streams.	ACM Trans. Knowl. Discov. Data	2019	DBLP DOI BibTeX RDF
13	Tianyang Dong, Yuan Lulu, Qiang Cheng, Bin Cao 0004, Jing Fan	Direction-aware KNN queries for moving objects in a road network.	World Wide Web	2019	DBLP DOI BibTeX RDF
13	Wanneng Shu, Ken Cai	A SVM Multi-Class Image Classification Method Based on DE and KNN in Smart City Management.	IEEE Access	2019	DBLP DOI BibTeX RDF
13	Hengyi Gan, M. Haris Bin Md Khir, Gunawan Witjaksono Bin Djaswadi, Nordin Bin Ramli	A Hybrid Model Based on Constraint OSELM, Adaptive Weighted SRC and KNN for Large-Scale Indoor Localization.	IEEE Access	2019	DBLP DOI BibTeX RDF
13	Min Yang, Yixuan Zuo, Meng Chen 0003, Xiaohui Yu 0001	Scalable Distributed kNN Processing on Clustered Data Streams.	IEEE Access	2019	DBLP DOI BibTeX RDF
13	Shuai Huang, Yuejun Lyu, Yanju Peng, Mingming Huang	Analysis of Factors Influencing Rockfall Runout Distance and Prediction Model Based on an Improved KNN Algorithm.	IEEE Access	2019	DBLP DOI BibTeX RDF
13	Minghua Zhao, Dan Li 0022, Zhenghao Shi, Shuangli Du, Peng Li 0036, Jing Hu 0005	Blur Feature Extraction Plus Automatic KNN Matting: A Novel Two Stage Blur Region Detection Method for Local Motion Blurred Images.	IEEE Access	2019	DBLP DOI BibTeX RDF
13	Lin Liu 0018, Jinshu Su, Ximeng Liu, Rongmao Chen, Kai Huang, Robert H. Deng, Xiaofeng Wang 0002	Toward Highly Secure Yet Efficient KNN Classification Scheme on Outsourced Cloud Data.	IEEE Internet Things J.	2019	DBLP DOI BibTeX RDF
13	Qihua Huang, Qilv Li, Guoheng Huang	Color Classification of Vehicles Based on Two-Layer Salincy, Illumination-Invariant Transformation, and Adaptive KNN.	J. Softw.	2019	DBLP BibTeX RDF
13	Sikha Bagui, Arup Kumar Mondal, Subhash C. Bagui	Improving the Performance of kNN in the MapReduce Framework Using Locality Sensitive Hashing.	Int. J. Distributed Syst. Technol.	2019	DBLP DOI BibTeX RDF
13	Fan Liu 0003, Sai Yang, Yuhua Ding, Feng Xu 0008	Single sample face recognition via BoF using multistage KNN collaborative coding.	Multim. Tools Appl.	2019	DBLP DOI BibTeX RDF
13	Dalia M. Atallah, Mohammed Badawy, Ayman El-Sayed, Mohamed A. Ghoneim	Predicting kidney transplantation outcome based on hybrid feature selection and KNN classifier.	Multim. Tools Appl.	2019	DBLP DOI BibTeX RDF
13	Qian Ji, Liyan Zhang 0001, Xiangbo Shu, Jinhui Tang 0001	Image annotation refinement via 2P-KNN based group sparse reconstruction.	Multim. Tools Appl.	2019	DBLP DOI BibTeX RDF
13	Wiktor Kusmirek, Agnieszka Szmurlo, Marek S. Wiewiórka, Robert M. Nowak, Tomasz Gambin	Comparison of kNN and k-means optimization methods of reference set selection for improved CNV callers performance.	BMC Bioinform.	2019	DBLP DOI BibTeX RDF
13	Xianlun Tang, Ting Wang, Yiming Du, Yuyan Dai	Motor imagery EEG recognition with KNN-based smooth auto-encoder.	Artif. Intell. Medicine	2019	DBLP DOI BibTeX RDF
13	Peng Dai, Yuan Yang, Manyi Wang, Ruqiang Yan 0001	Combination of DNN and Improved KNN for Indoor Location Fingerprinting.	Wirel. Commun. Mob. Comput.	2019	DBLP DOI BibTeX RDF
13	Balakrishna K., Mahesh Rao	Tomato Plant Leaves Disease Classification Using KNN and PNN.	Int. J. Comput. Vis. Image Process.	2019	DBLP DOI BibTeX RDF
13	Weiying Guo, Yong Ji, Yong Luo, Yan Zhou	Substation Equipment 3D Identification Based on KNN Classification of Subspace Feature Vector.	J. Intell. Syst.	2019	DBLP DOI BibTeX RDF
13	Daniel Carlos Guimarães Pedronette, Ying Weng, Alexandro Baldassin, Chaohuan Hou	Semi-supervised and active learning through Manifold Reciprocal kNN Graph for image retrieval.	Neurocomputing	2019	DBLP DOI BibTeX RDF
13	Jinfei Liu, Li Xiong 0001, Qiuchen Zhang, Jian Pei, Jun Luo 0007	Eclipse: Generalizing kNN and Skyline.	CoRR	2019	DBLP BibTeX RDF
13	Henry W. J. Reeve, Ata Kabán	Fast Rates for a kNN Classifier Robust to Unknown Asymmetric Label Noise.	CoRR	2019	DBLP BibTeX RDF
13	Federico Magliani, Kevin McGuinness, Eva Mohedano, Andrea Prati 0001	An Efficient Approximate kNN Graph Method for Diffusion on Image Retrieval.	CoRR	2019	DBLP BibTeX RDF
13	Dongmin Park, Susik Yoon, Hwanjun Song, Jae-Gil Lee 0001	MLAT: Metric Learning for kNN in Streaming Time Series.	CoRR	2019	DBLP BibTeX RDF
13		Classifying Multi-Gas Spectrums using Monte Carlo KNN and Multi-Resolution CNN.	CoRR	2019	DBLP BibTeX RDF
13	Amir M. Mir, Jalal A. Nasiri	An enhanced KNN-based twin support vector machine with stable learning rules.	CoRR	2019	DBLP BibTeX RDF
13	Md. Abu Bakr Siddique, Shadman Sakib, Md. Abdur Rahman	Performance Analysis of Deep Autoencoder and NCA Dimensionality Reduction Techniques with KNN, ENN and SVM Classifiers.	CoRR	2019	DBLP BibTeX RDF
13	Fan Min 0001, Fu-Lun Liu, Liu-Ying Wen, Zhi-Heng Zhang	Tri-partition cost-sensitive active learning through kNN.	Soft Comput.	2019	DBLP DOI BibTeX RDF
13	Balakrishnan Senthilnayaki, K. Venkatalakshmi 0001, Arputharaj Kannan	Intrusion detection system using fuzzy rough set feature selection and modified KNN classifier.	Int. Arab J. Inf. Technol.	2019	DBLP BibTeX RDF
13	A. Murugan, S. Anu H. Nair, K. P. Sanal Kumar	Detection of Skin Cancer Using SVM, Random Forest and kNN Classifiers.	J. Medical Syst.	2019	DBLP DOI BibTeX RDF
13	Banu Saçli, Cemanur Aydinalp, Gökhan Cansiz, Sulayman Joof, Tuba Yilmaz, Mehmet Çayören, Bülent Önal, Ibrahim Akduman	Microwave dielectric property based classification of renal calculi: Application of a kNN algorithm.	Comput. Biol. Medicine	2019	DBLP DOI BibTeX RDF
13	Logan T. Trujillo	K-th Nearest Neighbor (KNN) Entropy Estimates of Complexity and Integration from Ongoing and Stimulus-Evoked Electroencephalographic (EEG) Recordings of the Human Brain.	Entropy	2019	DBLP DOI BibTeX RDF
13	Jaime Salvador-Meneses, Zoila Ruiz-Chavez, José García Rodríguez 0001	Compressed kNN: K-Nearest Neighbors with Data Compression.	Entropy	2019	DBLP DOI BibTeX RDF
13	Gabriel Martin Bellino, Luciano Schiaffino, Marisa Battisti, Juan Guerrero-Martínez, Alfredo Rosado Muñoz	Optimization of the KNN Supervised Classification Algorithm as a Support Tool for the Implantation of Deep Brain Stimulators in Patients with Parkinson's Disease.	Entropy	2019	DBLP DOI BibTeX RDF
13	Hyeong-Il Kim, Hyeong-Jin Kim, Jae-Woo Chang	A secure kNN query processing algorithm using homomorphic encryption on outsourced database.	Data Knowl. Eng.	2019	DBLP DOI BibTeX RDF
13	Chuanwen Li, Yu Gu 0002, Jianzhong Qi 0001, Rui Zhang 0003, Ge Yu 0001	Moving kNN query processing in metric space based on influential sets.	Inf. Syst.	2019	DBLP DOI BibTeX RDF
13	Dudekula Rafi, Chettiar Bharathi	A Case Study of Medical Data Classification Using Hybrid Adboost KNN along with Krill Herd Algorithm (KHA).	Ingénierie des Systèmes d Inf.	2019	DBLP DOI BibTeX RDF
13	Ruimin Chen, Laiming Jiang, Tianfu Zhang, Takayuki Matsuok, Masato Yamazaki, Xuejun Qian, Gengxi Lu, Ahmad Safari, Jianguo Zhu 0004, K. Kirk Shung, Teng Ma, Qifa Zhou	Eco-Friendly Highly Sensitive Transducers Based on a New KNN-NTK-FM Lead-Free Piezoelectric Ceramic for High-Frequency Biomedical Ultrasonic Imaging Applications.	IEEE Trans. Biomed. Eng.	2019	DBLP DOI BibTeX RDF