Data mining with big data

Cited by (1,002)

Items 201–300 of 1,002

1. Fuzzy Rough Set Based Feature Selection for Large-Scale Hierarchical Classification
   Hong Zhao, Ping Wang, Qinghua Hu, Pengfei Zhu · 2019 · IEEE Transactions on Fuzzy Systems
2. EdgeCare: Leveraging Edge Computing for Collaborative Data Management in Mobile Healthcare Systems
   Xiaohuan Li, Xumin Huang, Chunhai Li, Rong Yu, Lei Shu · 2019 · IEEE Access
3. AI lifecycle models need to be revised
   Mark Haakman, Luís Cruz, Hennie Huijgens, Arie Van Deursen A · 2021 · Empirical Software Engineering
4. Quantifying Product Favorability and Extracting Notable Product Features Using Large Scale Social Media Data
   Suppawong Tuarob, Conrad S. Tucker · 2015 · Journal of Computing and Information Science in Engineering
5. Pythagorean fuzzy Bonferroni mean aggregation operator and its accelerative calculating algorithm with the multithreading
   Decui Liang, Yinrunjie Zhang, Zeshui Xu, Adjei Peter Darko · 2018 · International Journal of Intelligent Systems
6. Big Data Analytics for Emergency Communication Networks: A Survey
   Junbo Wang, Yilang Wu, Neil Yuwen Yen, Song Guo, Zixue Cheng · 2016 · IEEE Communications Surveys & Tutorials
7. Industrial Cyberphysical Systems: Realizing Cloud-Based Big Data Infrastructures
   Bo Cheng, Jingyi Zhang, Gerhard Petrus Hancke, Stamatis Karnouskos, Armando Walter Colombo · 2018 · IEEE Industrial Electronics Magazine
8. Online ensemble learning with abstaining classifiers for drifting and noisy data streams
   Bartosz Krawczyk, Alberto Cano · 2017 · Applied Soft Computing
9. Deep Neuro-Cognitive Co-Evolution for Fuzzy Attribute Reduction by Quantum Leaping PSO With Nearest-Neighbor Memeplexes
   Weiping Ding, Chin‐Teng Lin, Zehong Cao · 2018 · IEEE Transactions on Cybernetics
10. Carbon emissions and environmental management based on Big Data and Streaming Data: A bibliometric analysis
    Yuan Su, Yanni Yu, Ning Zhang · 2020 · The Science of The Total Environment
11. Big data analytics: a literature review
    Dazhi Chong, Hui Shi · 2015 · Journal of Management Analytics
12. A GA-based optimisation model for big data analytics supporting anticipatory shipping in Retail 4.0
    C.K.H. Lee · 2016 · International Journal of Production Research
13. Online Training of LSTM Networks in Distributed Systems for Variable Length Data Sequences
    Tolga Ergen, Süleyman S. Kozat · 2017 · IEEE Transactions on Neural Networks and Learning Systems
14. The role of positive and negative valence factors on the impact of bigness of data on big data analytics usage
    Maryam Ghasemaghaei · 2018 · International Journal of Information Management
15. Machine Learning Applied to Diagnosis of Human Diseases: A Systematic Review
    Nuria Caballé, José L. Castillo, Juan Antonio Gomez-Pulido, Jose Manuel Gomez-Pulido, María-Luz Polo-Luque · 2020 · Applied Sciences
16. Modelling urban change with cellular automata: Contemporary issues and future research directions
    Yan Liu, Michael Batty, Siqin Wang, Jonathan Corcoran · 2019 · Progress in Human Geography
17. A review on the self and dual interactions between machine learning and optimisation
    Song, Heda, Triguero, Isaac, Özcan, Ender · 2019 · Progress in Artificial Intelligence
18. Online Active Learning in Data Stream Regression Using Uncertainty Sampling Based on Evolving Generalized Fuzzy Models
    Edwin David Lughofer, Mahardhika Pratama · 2017 · IEEE Transactions on Fuzzy Systems
19. IoT Based information and communication system for enhancing underground mines safety and productivity: Genesis, taxonomy and open issues
    Ankit Singh, Dheeraj Kumar, Jürgen Hötzel · 2018 · Ad Hoc Networks
20. MaaS surveillance: Privacy considerations in mobility as a service
    Caitlin Cottrill · 2019 · Transportation Research Part A Policy and Practice
21. TCARS: Time- and Community-Aware Recommendation System
    Fatemeh Rezaimehr, Parham Moradi, Sajad Ahmadian, Nooruldeen Nasih Qader, Mahdi Jalili · 2017 · Future Generation Computer Systems
22. A MapReduce Approach to Address Big Data Classification Problems Based on the Fusion of Linguistic Fuzzy Rules
    Sara del Río, Victoria López, José M. Benítez, Francisco Herrera · 2015 · International Journal of Computational Intelligence Systems
23. The Semantic Brand Score
    Andrea Fronzetti Colladon · 2018 · Journal of Business Research
24. Green development of the maritime industry: Overview, perspectives, and future research opportunities
    Tingsong Wang, Peiyue Cheng, Lu Zhen · 2023 · Transportation Research Part E Logistics and Transportation Review
25. An Efficient and Scalable Framework for Processing Remotely Sensed Big Data in Cloud Computing Environments
    Jin Yuan Sun, Yi Zhang, Zebin Wu, Yaoqin Zhu, Xianliang Yin, Zhongzheng Ding, Zhihui Wei, Javier Plaza, Antonio Plaza · 2019 · IEEE Transactions on Geoscience and Remote Sensing
26. A Review of Digital Transformation in Mining
    Aaron Young, W. Pratt Rogers · 2019 · Mining Metallurgy & Exploration
27. A Novel Sparrow Search Algorithm for the Traveling Salesman Problem
    Changyou Wu, Xisong Fu, Junke Pei, Zhigui Dong · 2021 · IEEE Access
28. Management science in the era of smart consumer products: challenges and research perspectives
    Herbert Dawid, Reinhold Decker, Thomas M. Hermann, Hermann Jahnke, Wilhelm Klat, Rolf König, Christian Stummer · 2016 · Central European Journal of Operations Research
29. Data-driven design: the new challenges of digitalization on product design and development
    Marco Cantamessa, Francesca Montagna, Stefania Altavilla, Alessandro Casagrande-Seretti · 2020 · Design Science
30. Implementation of Data Mining on Rice Imports by Major Country of Origin Using Algorithm Using K-Means Clustering Method
    Agus Perdana Windarto · 2017 · International Journal of Artificial Intelligence Research
31. Survey on Improving Data Utility in Differentially Private Sequential Data Publishing
    Xinyu Yang, Teng Wang, Xuebin Ren, Wei Yu · 2017 · IEEE Transactions on Big Data
32. Perspectives of the use of smartphones in travel behaviour studies: Findings from a literature review and a pilot study
    Jędrzej Gadziński · 2018 · Transportation Research Part C Emerging Technologies
33. Bibliometric analysis of support vector machines research trend: a case study in China
    Dejian Yu, Zeshui Xu, Xizhao Wang · 2019 · International Journal of Machine Learning and Cybernetics
34. Orchestrating big data analytics capability for sustainability: A study of air pollution management in China
    Dan Zhang, Shan Ling Pan, Jiaxin Yu, Wenyuan Liu · 2019 · Information & Management
35. LSHiForest: A Generic Framework for Fast Tree Isolation Based Ensemble Anomaly Analysis
    Xuyun Zhang, Wanchun Dou, Qiang He, Rui Hong Zhou, Christopher A. Leckie, Kotagiri Ramamohanarao, Zoran A. Salcic · 2017 · IEEE International Conference on Data Engineering (ICDE)
36. Theme Mapping and Bibliometrics Analysis of One Decade of Big Data Research in the Scopus Database
    Anne Parlina, Kalamullah Ramli, Hendri Murfi · 2020 · Information
37. Multidisciplinary Pattern Recognition applications: A review
    Marina Paolanti, Emanuele Frontoni · 2020 · Computer Science Review
38. Big data analytics for security and privacy challenges
    Aditya Dev Mishra, Youddha Beer Singh · 2016 · International Conference on Computing, Communication and Automation
39. Exploring spatial–temporal relations via deep convolutional neural networks for traffic flow prediction with incomplete data
    Shaojiang Deng, Shuyuan Jia, Jing Chen · 2018 · Applied Soft Computing
40. Communication-Aware Container Placement and Reassignment in Large-Scale Internet Data Centers
    Liang Lv, Yuchao Zhang, Yusen Li, Ke Xu, Dan Wang, Wendong Wang, Minghui Li, Xuan Cao, Qingqing Liang · 2019 · IEEE Journal on Selected Areas in Communications
41. A survey on online feature selection with streaming features
    Hu, Xuegang, Zhou, Peng, Li, Peipei, Wang, Jing, Wu, Xindong · 2018 · Frontiers of Computer Science
42. Efficient k -nearest neighbor search based on clustering and adaptive k values
    Antonio‐Javier Gallego, Juan Ramón Rico-Juan, Jose J. Valero-Mas · 2021 · Pattern Recognition
43. Machine-Learning-Based Feature Selection Techniques for Large-Scale Network Intrusion Detection
    Omar Y. Al-Jarrah, Amna Siddiqui, Malak Y. ElSalamouny, Paul D. Yoo, Sami Muhaidat, Kangsan Kim · 2014 · IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW)
44. Mobile Big Data: The Fuel for Data-Driven Wireless
    Xiang Cheng, Luoyang Fang, Liuqing Yang, Shuguang Robert Cui · 2017 · IEEE Internet of Things Journal
45. Bridging learning analytics and Cognitive Computing for Big Data classification in micro-learning video collections
    Danilo Dessı̀, Gianni Fenu, Mirko Marras, Diego Reforgiato Recupero · 2018 · Computers in Human Behavior
46. Issues, Challenges and Solutions : Big Data Mining
    K U Jaseena, Julie M. David · 2014
47. Online Feature Selection with Group Structure Analysis
    Jing Wang, Meng Wang, Peipei Li, Luoqi Liu, Zhong‐Qiu Zhao, Xuegang Hu, Xindong Wu · 2015 · IEEE Transactions on Knowledge and Data Engineering
48. The Challenges of Diagnostic Imaging in the Era of Big Data
    Marco Aiello, Carlo Cavaliere, Antonio d'Albore, Marco Salvatore · 2019 · Journal of Clinical Medicine
49. Recognizing input space and target concept drifts in data streams with scarcely labeled and unlabelled instances
    Edwin David Lughofer, Eva Weigl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer · 2016 · Information Sciences
50. Machine Learning with Big Data An Efficient Electricity Generation Forecasting System
    Mohammad Naimur Rahman, Amir Esmailpour, Junhui Zhao · 2016 · Big Data Research
51. It is time to apply biclustering: a comprehensive review of biclustering applications in biological and biomedical data
    Juan Xie, Anjun Ma, Anne Y. Fennell, Qin Ma, Jing Zhao · 2018 · Briefings in Bioinformatics
52. Large-scale and Scalable Latent Factor Analysis via Distributed Alternative Stochastic Gradient Descent for Recommender Systems
    Xiaoyu Shi, Qiang He, Xin Luo, Yannai Bai, Mingsheng Shang · 2020 · IEEE Transactions on Big Data
53. Two-Cloud Secure Database for Numeric-Related SQL Range Queries With Privacy Preserving
    Kaiping Xue, Shaohua Li, Jianan Hong, Yingjie Xue, Nenghai Yu, Peilin Hong · 2017 · IEEE Transactions on Information Forensics and Security
54. In Search of Big Medical Data Integration Solutions - A Comprehensive Survey
    Dhayne, Houssein, Haque, Rafiqul, Kilany, Rima, Taher, Yehia · 2019 · IEEE Access
55. Participation in global value chain and green technology progress: evidence from big data of Chinese enterprises
    Malin Song, Shuhong Wang · 2016 · Environmental Science and Pollution Research
56. An Imbalanced Big Data Mining Framework for Improving Optimization Algorithms Performance
    Eslam Mohsen Hassib, Ali Ibrahim El-Desouky, El‐Sayed M. El‐kenawy, Sally M. Elghamrawy · 2019 · IEEE Access
57. 360-degree video in education: An overview and a comparative social media data analysis of the last decade
    Γεώργιος Λαμπρόπουλος, Vassilis Barkoukis, Kevin John Burden, Theofylaktos Anastasiadis · 2021 · Smart Learning Environments
58. Machine Learning for Predicting Cognitive Diseases: Methods, Data Sources and Risk Factors
    Brankica Bratić, Vladimir Kurbalija, Mirjana Drenovak Ivanović, Iztok Oder, Zoran Bosnić · 2018 · Journal of Medical Systems
59. Nearest Neighbor Classification for High-Speed Big Data Streams Using Spark
    Sergio Ramírez‐Gallego, Bartosz Krawczyk, Salvador García, Michał Woźniak, José M. Benítez, Francisco Herrera · 2017 · IEEE Transactions on Systems Man and Cybernetics Systems
60. Multi-scale signed recurrence plot based time series classification using inception architectural networks
    Ye Zhang, Yi Hou, Kewei Ouyang, Shilin Zhou · 2021 · Pattern Recognition
61. Analytics, challenges and applications in big data environment: a survey
    Mininath Raosaheb Bendre, Vijaya R. Thool · 2016 · Journal of Management Analytics
62. Big data mining with parallel computing: A comparison of distributed and MapReduce methodologies
    Chih‐Fong Tsai, Wei‐Chao Lin, Shih‐Wen Ke · 2016 · Journal of Systems and Software
63. Towards Industry 4.0 Utilizing Data-Mining Techniques: A Case Study on Quality Improvement
    Harley Oliff, Ying Liu · 2017 · Procedia CIRP
64. Use of artificial intelligence to enhance phenotypic drug discovery
    Sophia Malandraki-Miller, Paul Richard Riley · 2021 · Drug Discovery Today
65. Cloud-based storage and computing for remote sensing big data: a technical review
    Chen Xu, Xiaoping Du, Xiangtao Fan, Grégory Giuliani, Zhongyang Hu, Wei Wang, Jie Liu, Teng Wang, Zhenzhen Yan, Junjie Zhu et al. · 2022 · International Journal of Digital Earth
66. A Survey of Emerging M2M Systems: Context, Task, and Objective
    Yang Cao, Tao Jiang, Zhu Han · 2016 · IEEE Internet of Things Journal
67. Knowledge Engineering with Big Data
    Xindong Wu, Huanhuan Chen, Gongqing Wu, Jun Liu, Qinghua Zheng, Xiaofeng He, Aoying Zhou, Zhong‐Qiu Zhao, Bifan Wei, Yang Li et al. · 2015 · IEEE Intelligent Systems
68. Enhancing robustness of coupled networks under targeted recoveries
    Maoguo Gong, Lijia Ma, Qing Cai, Licheng Jiao · 2015 · Scientific Reports
69. Mining High Utility Itemsets Using Bio-Inspired Algorithms: A Diverse Optimal Value Framework
    Wei Guo Song, Chaomin Huang · 2018 · IEEE Access
70. Design of an Intelligent Management System for Agricultural Greenhouses Based on the Internet of Things
    Zhaochan Li, Jinlong Wang, Russell John Higgs, Li Zhou, Wenbin Yuan · 2017 · IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC)
71. Distributed ReliefF-based feature selection in Spark
    Raul-Jose Palma-Mendoza, Daniel Rodriguez, Luis de‐Marcos · 2018 · Knowledge and Information Systems
72. Teaching Creative and Practical Data Science at Scale
    Thomas Donoghue, Bradley Voytek, Shannon Ellis · 2020 · Journal of Statistics and Data Science Education
73. The influence of the practices of big data analytics applications on bank performance: filed study
    Hani Hamed Al-Dmour, Nour Saad, Eatedal Basheer Amin, Rand Al-Dmour, Ahmed Al-Dmour · 2021 · VINE Journal of Information and Knowledge Management Systems
74. Research on opinion polarization by big data analytics capabilities in online social networks
    Yunfei Xing, Xiwei Wang, Chengcheng Qiu, Yueqi Li, Wu He · 2022 · Technology in Society
75. Towards Differentiating Business Intelligence, Big Data, Data Analytics and Knowledge Discovery
    Nedim Dedić, Clare F. Stanier · 2017 · Lecture notes in business information processing
76. Automated Discovery of Lead Users and Latent Product Features by Mining Large Scale Social Media Networks
    Suppawong Tuarob, Conrad S. Tucker · 2015 · Journal of Mechanical Design
77. Data Mining Techniques and Applications
    Nayem Rahman · 2018 · International Journal of Strategic Information Technology and Applications
78. A review on big data based parallel and distributed approaches of pattern mining
    Sunil Kumar, Krishna Kumar Mohbey · 2019 · Journal of King Saud University - Computer and Information Sciences
79. Ontologies-Based Domain Knowledge Modeling and Heterogeneous Sensor Data Integration for Bridge Health Monitoring Systems
    Ren Li, Tianjin Mo, Jianxi Yang, Shixin Jiang, Tong Li, Yiming Liu · 2020 · IEEE Transactions on Industrial Informatics
80. NetNCSP: Nonoverlapping closed sequential pattern mining
    Youxi Wu, Changrui Zhu, Yan Li, Lei Guo, Xindong Wu · 2020 · Knowledge-Based Systems
81. Intelligent bridge management via big data knowledge engineering
    Jianxi Yang, Fangyue Xiang, Ren Li, Luyi Zhang, Xiaoxia Yang, Shixin Jiang, Hongyi Zhang, Di Wang, Xinlong Liu · 2022 · Automation in Construction
82. Carbon emissions index decomposition and carbon emissions prediction in Xinjiang from the perspective of population-related factors, based on the combination of STIRPAT model and neural network
    Chai Ziyuan, Yan Yibo, Zibibula Simayi, Yang Shengtian, Maliyamuguli Abulimiti, Wang Yu-qing · 2022 · Environmental Science and Pollution Research
83. Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features
    Pantelis Bouboulis, Symeon Chouvardas, Sergios Theodoridis · 2017 · IEEE Transactions on Signal Processing
84. Geospatial sensor web: A cyber-physical infrastructure for geoscience research and application
    Xiang Zhang, Nengcheng Chen, Zeqiang Chen, Lixin Wu, Xia Li, Liangpei Zhang, Liping Di, Jianya Gong, Deren Li · 2018 · Earth-Science Reviews
85. Learning assessment in the age of big data: Learning analytics in higher education
    Sima Caspari-Sadeghi · 2022 · Cogent Education
86. The future of Big Data in facilities management: opportunities and challenges
    Vian Ahmed, Algan Tezel, Zeeshan Aziz, Magda Sibley · 2017 · Facilities
87. Privacy models for big data: a survey
    Nancy Victor, Daphne Lopez, Jemal Abawajy · 2015 · International Journal of Big Data Intelligence
88. National eco-innovation analysis with big data: A common-weights model for dynamic DEA
    Reza Kiani Mavi, Neda Kiani Mavi · 2020 · Technological Forecasting and Social Change
89. Scalable Clustering Algorithms for Big Data: A Review
    Mahmoud A. Mahdi, Khalid Mohamed Hosny, Ibrahim Elhenawy · 2021 · IEEE Access
90. Improved Machine Learning Models by Data Processing for Predicting Life-Cycle Environmental Impacts of Chemicals
    Ye Sun, Xiuheng Wang, Nanqi Ren, Yanbiao Liu, Shijie You · 2022 · Environmental Science & Technology
91. Deep Neural Network Modeling for Big Data Weather Forecasting
    James N. K. Liu, Yanxing Hu, Yulin He, Pak Wai Chan, Lucas K. C. Lai · 2014 · Studies in big data
92. Big data analytics for default prediction using graph theory
    Mustafa Yıldırım, Feyza Yıldırım Okay, Suat Özdemi̇r · 2021 · Expert Systems with Applications
93. Distributed Kernel-Based Gradient Descent Algorithms
    Shao-Bo Lin, Ding‐Xuan Zhou · 2017 · Constructive Approximation
94. A robust correlation analysis framework for imbalanced and dichotomous data with uncertainty
    Chun Sing Lai, Yingshan Tao, Fangyuan Xu, Wing W. Y. Ng, Youwei Jia, Haoliang Yuan, Chao Huang, Loi Lei Lai, Zhao Xu, Giorgio Locatelli · 2018 · Information Sciences
95. Positioning Methods and the Use of Location and Activity Data in Forests
    Robert F. Keefe, Ann M. Wempe, Ryer M. Becker, Eloise G. Zimbelman, Emily S. Nagler, Sophie L. Gilbert, Christopher C. Caudill · 2019 · Forests
96. A modular cluster based collaborative recommender system for cardiac patients
    Anam Mustaqeem, Syed Muhammad Anwar, Muhammad Majid · 2019 · Artificial Intelligence in Medicine
97. Healthcare informatics and analytics in big data
    Md Ileas Pramanik, Raymond Y.K. Lau, Md. Abul Kalam Azad, Md. Sakir Hossain, Kamal Hossain Chowdhury, Bijoy Kumer Karmaker · 2020 · Expert Systems with Applications
98. Efficiency evaluation based on data envelopment analysis in the big data context
    Qingyuan Zhu, Jie Wu, Malin Song · 2017 · Computers & Operations Research
99. Privacy-Preserving Outsourced Calculation Toolkit in the Cloud
    Ximeng Liu, Robert Huijie Deng, Kim‐Kwang Raymond Choo, Yang Yang, HweeHwa Pang · 2018 · IEEE Transactions on Dependable and Secure Computing
100. A survey of clustering techniques for big data analysis
     Saurabh Arora, Inderveer Chana · 2014 · International Conference on Cloud Computing, Data Science & Engineering (Confluence)