Data mining with big data

Xindong Wu, Xingquan Zhu, Gong-Qing Wu, Wei Ding·2014·IEEE Transactions on Knowledge and Data Engineering
DOI 10.1109/tkde.2013.109

Cited by (1,002)

Items 501–600 of 1,002

  1. Artificial intelligence credit risk prediction: An empirical study of analytical artificial intelligence tools for credit risk prediction in a digital era
    Diederick Van Thiel, Willem Frederik Van Raaij · 2019 · Journal of risk management in financial institutions
  2. Risk assessment of agricultural supermarket supply chain in big data environment
    Minghui Dai, Libo Liu · 2020 · Sustainable Computing Informatics and Systems
  3. How big data drives green economic development: Evidence from China
    Li Wang, Yuhan Wu, Zeyu Huang, Yanan Wang · 2022 · Frontiers in Environmental Science
  4. Hyperspectral Monitoring Driven by Machine Learning Methods for Grassland Above-Ground Biomass
    Weiye Huang, Wenlong Li, Jing Mang Xu, Xuanlong Ma, Changhui Li, Chenli Liu · 2022 · Remote Sensing
  5. Big Data Analytics Framework for System Health Monitoring
    Brian Xu, Sathish Kumar · 2015 · IEEE International Congress on Big Data (BigData Congress)
  6. A Distributed Weighted Possibilistic c-Means Algorithm for Clustering Incomplete Big Sensor Data
    Qingchen Zhang, Zhikui Chen · 2014 · International Journal of Distributed Sensor Networks
  7. Access Point Reselection and Adaptive Cluster Splitting-Based Indoor Localization in Wireless Local Area Networks
    Dong Liang, Zhaojing Zhang, Mugen Peng · 2015 · IEEE Internet of Things Journal
  8. A survey on time series data mining
    Amin Fakhrazari, Hamid Vakilzadian · 2017 · IEEE International Conference on Electro Information Technology
  9. Big data in modern higher education. Benefits and criticism
    Maxim A. Nazarenko, Tatiana V. Khronusova · 2017 · International Conference "Quality Management, Transport and Information Security, Information Technologies" (IT&QM&IS)
  10. Big Data and Digital Aesthetic, Arts, and Cultural Education: Hot Spots of Current Quantitative Research
    Alexander Christ, Marcus Penthin, Stephan Kröner · 2019 · Social Science Computer Review
  11. Evaluation of Criteria for the Implementation of High-Performance Computing (HPC) in Danube Region Countries Using Fuzzy PIPRECIA Method
    Milovan Tomašević, Lucija Lapuh, Željko Stević, Dragiša Stanujkić, Darjan Karabašević · 2020 · Sustainability
  12. Sampling for Big Data Profiling: A Survey
    Zhicheng Liu, Aoqian Zhang · 2020 · IEEE Access
  13. Failure pressure prediction of pipeline with single corrosion defect using artificial neural network
    Kiu Toh Chin, Thibankumar Arumugam, Saravanan Karuppanan, Mark Ovinis · 2020 · Pipeline Science and Technology
  14. Data-Driven Risk Preference Analysis in Day-Ahead Electricity Market
    Huan Qi Zhao, Junhua Zhao, Jing Qiu, Gaoqi Liang, Fushuan Wen, Yusheng Xue, Zhao Yang Dong · 2020 · IEEE Transactions on Smart Grid
  15. A Survey of Classification Techniques in the Area of Big Data
    Koturwar, Praful, Girase, Sheetal, Mukhopadhyay, Debajyoti · 2015 · arXiv
  16. Big Data: Concepts, Challenges and Applications
    Imen Chebbi, Wadii Boulila, Imed Riadh Farah · 2015 · Lecture notes in computer science
  17. Big data emerging technologies: A CaseStudy with analyzing twitter data using apache hive
    Aditya Bhardwaj, Vanraj, Ankit Kumar, Yogendra Narayan, Pawan Kumar · 2015 · International Conference on Recent Advances in Engineering & Computational Sciences
  18. Privacy preserving big data mining: association rule hiding using fuzzy logic approach
    Golnar Assadat Afzali, Shahriar Mohammadi · 2017 · IET Information Security
  19. Event-Driven Online Machine State Decision for Energy-Efficient Manufacturing System Based on Digital Twin Using Max-Plus Algebra
    Junfeng Wang, Yaqin Huang, Q. Chang, Shiqi Li · 2019 · Sustainability
  20. MapReduce framework based big data clustering using fractional integrated sparse fuzzy C means algorithm
    Omkaresh S. Kulkarni, Sudarson Jena, V. Ravi Sankar · 2020 · IET Image Processing
  21. The big picture of cities: Analysing Flickr photos of 222 cities worldwide
    Viriya Taecharungroj, Boonyanit Mathayomchan · 2020 · Cities
  22. A novel adaptive density-based spatial clustering of application with noise based on bird swarm optimization algorithm
    Limin Wang, Honghuan Wang, Xuming Han, Wei Zhou · 2021 · Computer Communications
  23. From data mining to wisdom mining
    Salma Khan, Muhammad Shaheen · 2021 · Journal of Information Science
  24. On a Certain Research Gap in Big Data Mining for Customer Insights
    Maria Mach‐Król, Bartłomiej Hadasik · 2021 · Applied Sciences
  25. Evolution of knowledge mining from data in power systems: The Big Data Analytics breakthrough
    Xavier Domínguez, Alvaro Prado, Pablo Arboleyá, Vladimir V. Terzija · 2023 · Electric Power Systems Research
  26. An Efficient Morris Method-Based Framework for Simulation Factor Screening
    Wen Shi, Xi Chen, Jennifer S. Shang · 2019 · INFORMS journal on computing
  27. Modeling and Simulation in Performance Optimization of Big Data Processing Frameworks
    Rajiv Kumar Ranjan · 2014 · IEEE Cloud Computing
  28. Analysis of Data Preprocessing Increasing the Oversampling Ratio for Extremely Imbalanced Big Data Classification
    Sara del Río, José M. Benítez, Francisco Herrera · 2015 · IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)
  29. High Class-Imbalance in pre-miRNA Prediction: A Novel Approach Based on deepSOM
    Georgina S. Stegmayer, Cristian Yones, Laura Kamenetzky, Diego Humberto Milone · 2016 · IEEE Transactions on Computational Biology and Bioinformatics
  30. Massive-Scale Automation in Cyber-Physical Systems: Vision & Challenges
    David Wesley McKee, Stephen Clement, Jaber Almutairi, Jie Xu · 2017 · International Symposium on Autonomous Decentralized Systems
  31. Minutiae-based fingerprint matching decomposition: Methodology for big data frameworks
    Daniel Peralta, Salvador García, José M. Benítez, Francisco Herrera · 2017 · Information Sciences
  32. Prediction of the cause of accident and accident prone location on roads using data mining techniques
    Gagandeep Kaur, Harpreet Kaur · 2017 · International Conference on Computing, Communication and Networking Technologies (ICCCNT)
  33. Investigating Random Undersampling and Feature Selection on Bioinformatics Big Data
    Tawfiq Hasanin, Taghi M. Khoshgoftaar, Joffrey L. Leevy, Naeem Seliya · 2019 · IEEE International Conference on Big Data Computing Service and Applications (BigDataService)
  34. A Synthesis of Big Data Definition and Characteristics
    Monerah Al-Mekhlal, Amir Ali Khwaja · 2019 · IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC)
  35. An IoT-Based Hedge System for Solar Power Generation
    Jia-Hao Syu, Mu‐En Wu, Gautam Srivastava, Chi-Fang Chao, Jerry Chun‐Wei Lin · 2021 · IEEE Internet of Things Journal
  36. Q-Meter: Quality Monitoring System for Telecommunication Services Based on Sentiment Analysis Using Deep Learning
    Samuel Terra Vieira, Renata Lopes Rosa, Demóstenes Zegarra Rodríguez, Miguel Arjona Ramírez, Muhammad Saadi, Lunchakorn Wuttisittikulkij · 2021 · Sensors
  37. An improved deep forest model for prediction of e-commerce consumers’ repurchase behavior
    Weiwei Zhang, Mingyan Wang · 2021 · PLoS ONE
  38. Modeling behavior dynamics using computational psychometrics within virtual worlds
    Pietro Cipresso · 2015 · Frontiers in Psychology
  39. Big Data Analytics for Behavior Monitoring of Students
    Abdul Rauf Baig, Hajira Jabeen · 2016 · Procedia Computer Science
  40. MR-DIS: democratic instance selection for big data by MapReduce
    Álvar Arnaiz González, Alejandro González-Rogel, José-Francisco Díez-Pastor, Carlos López Nozal · 2017 · Progress in Artificial Intelligence
  41. An Efficient Multidimensional Big Data Fusion Approach in Machine-to-Machine Communication
    Awais Ahmad, Anand Paul, Rathore M. Mazhar, Hangbae Chang · 2016 · ACM Transactions on Embedded Computing Systems
  42. Privacy Prevention of Big Data Applications: A Systematic Literature Review
    Fatima Rafiq, Mazhar Javed Awan, Awais Yasin, Haitham Nobanee, Azlan Mohd Zain, Saeed Ali Bahaj · 2022 · SAGE Open
  43. Analyzing big time series data in solar engineering using features and PCA
    Dazhi Yang, Zibo Dong, Li Hong Idris Lim, Licheng Liu · 2017 · Solar Energy
  44. Mining Twitter Data on COVID-19 for Sentiment analysis and frequent patterns Discovery
    Habiba Drias, Yassine Drias · 2020 · medRxiv
  45. New Spark solutions for distributed frequent itemset and association rule mining algorithms
    Carlos Fernandez‐Basso, Maria Dolores Ruiz, María José Martín-Bautista · 2023 · Cluster Computing
  46. RETRACTED: Challenges and opportunities of big data analytics in healthcare
    Priyanshi Goyal, Rishabha Malviya · 2023 · Health care science · Retracted
  47. QuadCDD: A Quadruple-based Approach for Understanding Concept Drift in Data Streams
    Pingfan Wang, Hang Yu, Nanlin Jin, Duncan Davies, Wai Lok Woo · 2023 · Expert Systems with Applications
  48. Three-way decisions in generalized intuitionistic fuzzy environments: survey and challenges
    Juanjuan Ding, Chao Zhang, Deyu Li, Jianming Zhan, Wentao Li, Yiyu Y. Yao · 2024 · Artificial Intelligence Review
  49. An Efficient Authentication Scheme to Protect User Privacy in Seamless Big Data Services
    Yoon-Su Jeong, Seung-Soo Shin · 2015 · Wireless Personal Communications
  50. On Big Data Analytics for Greener and Softer RAN
    I Chih‐Lin, Yunlu Liu, Shuangfeng Han, Sihai Wang, Guangyi Liu · 2015 · IEEE Access
  51. Scalable privacy-preserving big data aggregation mechanism
    Dapeng Wu, Boran Yang, Ruyan Wang · 2016 · Digital Communications and Networks
  52. An effective handling of secure data stream in IoT
    Jaejin Jang, Im Young Jung, Jong Hyuk Park · 2017 · Applied Soft Computing
  53. Fast search local extremum for maximal information coefficient (MIC)
    Shuliang Wang, Yiping Zhao, Yue Shu, Hanning Yuan, Jing Geng, Shaopeng Wang · 2017 · Journal of Computational and Applied Mathematics
  54. IFHDS: Intelligent Framework for Securing Healthcare BigData
    Youssef M. Essa, Ezz El‐Din Hemdan, Ahmed Elmahalawy, Gamal Attiya, Ayman El‐Sayed · 2019 · Journal of Medical Systems
  55. Data Preprocessing: A preliminary step for web data mining
    Huma Jamshed, Muhammad Sadiq Ali Khan, Muhammad Khurram, Syed Inayatullah, Sameen Athar · 2019 · 3C Tecnología_Glosas de innovación aplicadas a la pyme
  56. Application of information theoretic feature selection and machine learning methods for the development of genetic risk prediction models
    Farideh Jalalinajafabadi, Michael A. Stadler, Nick Dand, Deepak Rohit Jadon, Mehreen Soomro, Pauline Ho, Helena Marzo‐Ortega, Philip Helliwell, Eleanor Korendowych, Michael A. Simpson et al. · 2021 · Scientific Reports
  57. On the Feasibility of Distributed Kernel Regression for Big Data
    Chen Xu, Yongquan Zhang, Runze Li, Xindong Wu · 2016 · IEEE Transactions on Knowledge and Data Engineering
  58. A flexible architecture for data mining from heterogeneous data sources in automated production systems
    Emanuel Trunzer, Iris Kirchen, Jens Folmer, Gennadiy Koltun, Birgit Vogel‐Heuser · 2017 · IEEE International Conference on Industrial Technology (ICIT)
  59. The Effectiveness of Big Data in Health Care: A Systematic Review
    Panorea Gaitanou, Emmanouel Garoufallou, Panos Balatsoukas · 2014 · Communications in computer and information science
  60. An Agile Confidential Transmission Strategy Combining Big Data Driven Cluster and OBF
    Shuai Han, Sai Xu, Weixiao Meng, Cheng Li · 2017 · IEEE Transactions on Vehicular Technology
  61. Online Learning for Data Streams With Incomplete Features and Labels
    Dianlong You, Huigui Yan, Jiawei Xiao, Zhen Chen, Di Wu, Limin Shen, Xindong Wu · 2024 · IEEE Transactions on Knowledge and Data Engineering
  62. An energy‐aware virtual machine scheduling method for service QoS enhancement in clouds over big data
    Wanchun Dou, Xiaolong Xu, Shunmei Meng, Xuyun Zhang, Chunhua Hu, Shui Yu, Jian Yu Yang · 2016 · Concurrency and Computation Practice and Experience
  63. A New Machine Learning-Based Framework for Mapping Uncertainty Analysis in RNA-Seq Read Alignment and Gene Expression Estimation
    Adam McDermaid, Xin Chen, Yiran Zhang, Cankun Wang, Shaopeng Gu, Juan Xie, Qin Ma · 2018 · Frontiers in Genetics
  64. On big wisdom
    Minghui Wu, Xindong Wu · 2018 · Knowledge and Information Systems
  65. Big Data Analysis as a Source of Companies’ Competitive Advantage: A Review
    Małgorzata Bartosik‐Purgat, Milena Ratajczak‐Mrozek · 2018 · Entrepreneurial Business and Economics Review
  66. Edge-MapReduce-Based Intelligent Information-Centric IoV: Cognitive Route Planning
    Chengcheng Zhao, Mianxiong Dong, Kaoru Ota, Jianhua Li, Jun Wu · 2019 · IEEE Access
  67. OWSP-Miner: Self-adaptive One-off Weak-gap Strong Pattern Mining
    Youxi Wu, Xiaohui Wang, Yan Li, Lei Guo, Zhao Li, Ji Zhang, Xindong Wu · 2022 · ACM Transactions on Management Information Systems
  68. Model-centric transfer learning framework for concept drift detection
    Pingfan Wang, Nanlin Jin, Duncan Davies, Wai Lok Woo · 2023 · Knowledge-Based Systems
  69. Relieving Popularity Bias in Interactive Recommendation: A Diversity-Novelty-Aware Reinforcement Learning Approach
    Xiaoyu Shi, Quanliang Liu, Hong Ling Xie, Di Wu, Bo Peng, Mingsheng Shang, Defu Lian · 2023 · ACM Transactions on Information Systems
  70. Challenges and opportunities for molecule-based management of chemical processes
    Ruben Van de Vijver, Brigitte R. Devocht, Kevin M. Van Geem, Joris W. Thybaut, Guy B Marin · 2016 · Current Opinion in Chemical Engineering
  71. Log-Linear-Based Logic Mining with Multi-Discrete Hopfield Neural Network
    Gaeithry Manoharam, Mohd Shareduwan Mohd Kasihmuddin, Siti Noor Farwina Mohamad Anwar Antony, Nurul Atiqah Romli, Nur ’Afifah Rusdi, Suad Abdeen, Mohd. Asyraf Mansor · 2023 · Mathematics
  72. IoT Big-Data Centred Knowledge Granule Analytic and Cluster Framework for BI Applications: A Case Base Analysis
    Hsien-Tsung Chang, Nilamadhab Mishra, Chung‐Chih Lin · 2015 · PLoS ONE
  73. PPHOCFS
    Qingchen Zhang, Hua Zhong, Laurence Tianruo Yang, Zhikui Chen, Fanyu Bu · 2016 · ACM Transactions on Multimedia Computing Communications and Applications
  74. A survey on semantic Web and big data technologies for social network analysis
    Sercan Kulcu, Erdoğan Doğdu, Ahmet Murat Özbayoğlu · 2016 · IEEE International Conference on Big Data (BigData)
  75. Advancement and applicability of classifiers for variant exponential model to optimize the accuracy for deep learning
    Ritu Chauhan, Harleen Kaur, Victor I. C. Chang · 2017 · Journal of Ambient Intelligence and Humanized Computing
  76. A Bayesian perspective of statistical machine learning for big data
    Rajiv Sambasivan, Sourish Das, Sujit K. Sahu · 2020 · Computational Statistics
  77. Learning Mechanisms in Digital Control of Large-Scale Industrial Systems
    Vladimir Victorovich Tsyganov · 2018 · Global Smart Industry Conference (GloSIC)
  78. Seven Pillars to Achieve Energy Efficiency in High-Performance Computing Data Centers
    Sardar Mehboob Hussain, Abdul Wahid, Munam Ali Shah, Adnan Akhunzada, Faheem Nawaz Khan, Noor Ul Amin, Saba Arshad, Ihsan Ali · 2019 · EAI/Springer Innovations in Communication and Computing
  79. Entropy-aware ambient IoT analytics on humanized music information fusion
    Samarjit Roy, Dhiman Sarkar, Debashis De · 2019 · Journal of Ambient Intelligence and Humanized Computing
  80. Applications of transit smart cards beyond a fare collection tool: a literature review
    Hamed Faroqi, Mahmoud Mesbah, J. Kim · 2018 · Advances in transportation studies
  81. Understanding Big Data Through a Systematic Literature Review: The ITMI Model
    Andrea De Mauro, Marco Greco, M. Grimaldi · 2019 · International Journal of Information Technology and Decision Making
  82. Intelligent maintenance frameworks of large-scale grid using genetic algorithm and K-Mediods clustering methods
    Weifeng Wang, Bing Lou, Xiong Li, Xizhong Lou, Ning Jin, Ke Yan · 2019 · World Wide Web
  83. Exploring the Factors Influencing Big Data Technology Acceptance
    Nayem Rahman, T. Daim, N. Basoglu · 2021 · IEEE transactions on engineering management
  84. Wireless Wearable Electrochemical Sensors: A Review
    Thais Alves, Patrícia Batista Deroco, Dagwin Wachholz, Lourenço Henrique Bittar Vidotto, Lauro T. Kubota · 2021 · Brazilian Journal of Analytical Chemistry
  85. A Hybrid Feature Selection Framework Using Improved Sine Cosine Algorithm with Metaheuristic Techniques
    Lichao Sun, Hang Qin, Кrzysztof Przystupa, Yanrong Cui, Орест Володимирович Кочан, Mikołaj Skowron, Jun Su · 2022 · Energies
  86. Current Challenges with BIGDATA Analytics in Structural Health Monitoring
    Nur Sila Gulgec, Golnaz Shahidi, Thomas J. Matarazzo, Shamim N. Pakzad · 2017 · Conference proceedings of the Society for Experimental Mechanics
  87. Big data analytics—A review of data‐mining models for small and medium enterprises in the transportation sector
    Siti Aishah Mohd Selamat, Simant Prakoonwit, Reza Sahandi, Wajid Khan, Manoharan Ramachandran · 2018 · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery
  88. Distributed Deep Learning Optimized System over the Cloud and Smart Phone Devices
    Haotian Jiang, James Starkman, Yu‐Ju Lee, Huan Chen, Xiaoye Qian, Ming-Chun Huang · 2019 · IEEE Transactions on Mobile Computing
  89. PICKT: A Solution for Big Data Analysis
    Tianrui Li, Chuan Luo, Hongmei Chen, Junbo Zhang · 2015 · Lecture notes in computer science
  90. Defining, Understanding, and Addressing Big Data
    Trevor Bihl, William Young, Gary R. Weckman · 2016 · International Journal of Business Analytics
  91. Super-resolution reconstruction of electrical impedance tomography images
    Ricardo Augusto Borsoi, J.C.C. Aya, Guilherme Holsbach Costa, J.C.M. Bermudez · 2018 · Computers & Electrical Engineering
  92. A reference architecture for big data systems
    Go Muan Sang, Lai Xu, Paul Ton de Vrieze · 2016 · International Conference on Software, Knowledge, Information Management and Applications (SKIMA)
  93. Big data application framework and its feasibility analysis in library
    Jun Li, Ming Lu, Guowei Dou, Shanyong Wang · 2017 · Information Discovery and Delivery
  94. Exploring the Vision Processing Unit as Co-Processor for Inference
    Sergio Rivas-Gomez, Antonio J. Peña, David Moloney, Erwin Laure, Stefano Markidis · 2018 · IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum
  95. Impact of big data on oral health outcomes
    Shanika Nanayakkara, Xiaoyan Zhou, Heiko Spallek · 2018 · Oral Diseases
  96. A Comprehensive Survey on Cloud Data Mining (CDM) Frameworks and Algorithms
    Hrishav Bakul Barua, Kartick Chandra Mondal · 2019 · ACM Computing Surveys
  97. Big spatio‐temporal data mining for emergency management information systems
    Maria Dagaeva, Anastasia A Garaeva, Igor Vyacheslavovich Anikin, Alisa Makhmutova, Rifkat Minnikhanov · 2019 · IET Intelligent Transport Systems
  98. A general-purpose distributed pattern mining system
    Asma Belhadi, Youcef Djenouri, Jerry Chun‐Wei Lin, Alberto Cano · 2020 · Applied Intelligence
  99. Insights Into Efficient k-Nearest Neighbor Classification With Convolutional Neural Codes
    Antonio‐Javier Gallego, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan · 2020 · IEEE Access
  100. A deep residual computation model for heterogeneous data learning in smart Internet of Things
    Hang Yu, Laurence Tianruo Yang, Xiangchao Fan, Qingchen Zhang · 2021 · Applied Soft Computing