Data mining with big data

Xindong Wu, Xingquan Zhu, Gong-Qing Wu, Wei Ding·2014·IEEE Transactions on Knowledge and Data Engineering

Cited by (1,002)

Items 601–700 of 1,002

  1. A learning analytics approach towards understanding collaborative inquiry in a problem‐based learning environment
    Asmalina Saleh, Tanner M. Phillips, Cindy E. Hmelo‐Silver, Krista D. Glazewski, Bradford Mott, James C. Lester · 2022 · British Journal of Educational Technology
  2. Offline data‐driven evolutionary optimization based on model selection
    Huixiang Zhen, Wenyin Gong, Ling Wang · 2022 · Swarm and Evolutionary Computation
  3. Estimating the Statistical Characteristics of Remote Sensing Big Data in the Wavelet Transform Domain
    Lizhe Wang, Hui Zhong, Rajiv Kumar Ranjan, Albert Y. Zomaya, Peng Liu · 2014 · IEEE Transactions on Emerging Topics in Computing
  4. Trust and Big Data: A Roadmap for Research
    Johannes Sänger, Christian Richthammer, Sabri Hassan, Günther Pernul · 2014 · International Workshop on Database and Expert Systems Applications (DEXA)
  5. Military Simulation Big Data: Background, State of the Art, and Challenges
    Xiao Song, Yulin Wu, Yaofei Ma, Yong Jun Cui, Guanghong Gong · 2015 · Mathematical Problems in Engineering
  6. Scalable Local-Recoding Anonymization using Locality Sensitive Hashing for Big Data Privacy Preservation
    Xuyun Zhang, Christopher A. Leckie, Wanchun Dou, Jinjun Chen, Kotagiri Ramamohanarao, Zoran A. Salcic · 2016 · ACM International Conference on Information and Knowledge Management (CIKM)
  7. Bridge the Gap Between ADMM and Stackelberg Game: Incentive Mechanism Design for Big Data Networks
    Zijie Zheng, Lingyang Song, Zhu Han · 2017 · IEEE Signal Processing Letters
  8. We Know Who You Are: Discovering Similar Groups Across Multiple Social Networks
    Xiaoming Liu, Chao Qun Shen, Xiaohong Guan, Yadong Zhou · 2018 · IEEE Transactions on Systems Man and Cybernetics Systems
  9. Uncertain data classification with additive kernel support vector machine
    Zongxia Xie, Yong Dong Xu, Qinghua Hu · 2018 · Data & Knowledge Engineering
  10. A Perspective on the Challenges and Opportunities for Privacy-Aware Big Transportation Data
    Godwin Badu-Marfo, Bilal Farooq, Zachary Patterson · 2019 · Journal of Big Data Analytics in Transportation
  11. A high utility itemset mining algorithm based on subsume index
    Wei Guo Song, Zihan Zhang, Jinhong Li · 2015 · Knowledge and Information Systems
  12. Game Theory for Big Data Processing: Multileader Multifollower Game-Based ADMM
    Zijie Zheng, Lingyang Song, Zhu Han, Geoffrey Ye Li, H. Vincent Poor · 2018 · IEEE Transactions on Signal Processing
  13. Asynchronous Blockchain-based Privacy-preserving Training Framework for Disease Diagnosis
    Xuhui Chen, Xufei Wang, Kun Yang · 2019 · IEEE International Conference on Big Data (BigData)
  14. Encoding Time Series as Multi-Scale Signed Recurrence Plots for Classification Using Fully Convolutional Networks
    Ye Zhang, Yi Hou, Shilin Zhou, Kewei Ouyang · 2020 · Sensors
  15. On-chip silicon photonic controllable 2 × 2 four-mode waveguide switch
    Cao Dung Truong, Duy Nguyen Thi Hang, Hengky Chandrahalim, Minh Tuan Trinh · 2021 · Scientific Reports
  16. An Ensemble Deep Belief Network Model Based on Random Subspace for NO x Concentration Prediction
    Yingnan Wang, Guotian Yang, Ruibiao Xie, Han Liu, Kai Liu, Xinli Li · 2021 · ACS Omega
  17. Machine Learning-based Mist Computing Enabled Internet of Battlefield Things
    Huniya Shahid, Munam Ali Shah, Ahmad Almogren, Hasan Ali Khattak, Ikram Ud Din, Neeraj Kumar, Carsten R. Maple · 2021 · ACM Transactions on Internet Technology
  18. Review of machine learning technologies and artificial intelligence in modern manufacturing systems
    Aydin Nassehi, Ray Y. Zhong, Xingyu Li, Bogdan I. Epureanu · 2022 · Elsevier eBooks
  19. Ontology-Based Workflow Generation for Intelligent Big Data Analytics
    Banage T. G. S. Kumara, Incheon Paik, Jia Zhang, T. H. A. S. Siriweera, Koswatte R. C. Koswatte · 2015 · IEEE International Conference on Web Services (ICWS)
  20. Big Data representation for grade analysis through Hadoop framework
    Chitresh Verma, Rajiv Pandey · 2016 · International Conference on Cloud Computing, Data Science & Engineering (Confluence)
  21. Diabetic data analysis in big data with predictive method
    S. Thanga Prasad, S. Sangavi, A. J. Deepa, F. Sairabanu, R. Ragasudha · 2017 · International Conference on Algorithms, Methodology, Models and Applications in Emerging Technologies (ICAMMAET)
  22. Chain-based big data access control infrastructure
    Emmanuel Boateng Sifah, Qi Xia, Kwame Opuni-Boachie Obour Agyekum, Sandro Kwame Amofa, Jianbin Gao, Ruidong Chen, Hu Xia, James C. Gee, Xiaojiang Du, Mohsen Guizani · 2018 · The Journal of Supercomputing
  23. Large Scale Product Recommendation of Supermarket Ware Based on Customer Behaviour Analysis
    Andreas Kanavos, Stavros Anastasios Iakovou, Spyros Sioutas, Vassilis Tampakas · 2018 · Big Data and Cognitive Computing
  24. Big Data Opportunities: System Health Monitoring and Management
    Kwok‐Leung Tsui, Yang Zhao, Dong Wang · 2019 · IEEE Access
  25. An adaptive big data weather system for surface transportation
    Amanda R. Siems-Anderson, Curtis Louis Walker, Gerry M. Wiener, William P. Mahoney, Sue Ellen Haupt · 2019 · Transportation Research Interdisciplinary Perspectives
  26. Integrating the Principles of Green Marketing by Using Big Data. Good Practices
    Mihai Andronie, Daniel Adrian Gârdan, Ionel Dumitru, Iuliana Petronela Gârdan, Irina Elena Andronie, Cristian Uţă · 2019 · Amfiteatru Economic
  27. Software and applications of spatial data mining
    Deren Li, Shuliang Wang, Hanning Yuan, Deyi Li · 2016 · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery
  28. An enhanced Graph Analytics Platform (GAP) providing insight in Big Network Data
    Anastasios Drosou, Ilias Kalamaras, Stavros Papadopoulos, Dimitrios K. Tzovaras · 2016 · Journal of Innovation in Digital Ecosystems
  29. An energy-efficient system on a programmable chip platform for cloud applications
    Xu Wang, Yongxin Zhu, Yajun Ha, Meikang Qiu A, Tian Huang, Xueming Si, Jiangxing Wu · 2016 · Journal of Systems Architecture
  30. Deep Bayesian network architecture for Big Data mining
    Hasna Njah, Salma Jamoussi, Walid Mahdi · 2018 · Concurrency and Computation Practice and Experience
  31. The Impact of Big Data Analytics and Challenges to Cyber Security
    Anandakumar Haldorai, Arulmurugan Ramu · 2018 · Advances in information security, privacy, and ethics book series
  32. Rule pruning techniques in the ant-miner classification algorithm and its variants: A review
    Hayder Naser Khraibet Al-Behadili, Ku Ruhana Ku‐Mahamud, Rafid Sagban · 2018 · IEEE Symposium on Computer Applications & Industrial Electronics (ISCAIE)
  33. Wineinformatics: A Quantitative Analysis of Wine Reviewers
    Bernard K. Chen, Valentin Velchev, James Palmer, Travis Atkison · 2018 · Fermentation
  34. Big Data Analysis Approach for Real-Time Carbon Efficiency Evaluation of Discrete Manufacturing Workshops
    Chaoyang Zhang, Weixi Ji · 2019 · IEEE Access
  35. Structural damage detection and localization using a hybrid method and artificial intelligence techniques
    Azadeh Noori Hoshyar, Bijan Samali, Ranjith Liyanapathirana, Afsaneh Nouri Houshyar, Yang Yu · 2019 · Structural Health Monitoring
  36. A Review of Big Data Challenges and Preserving Privacy in Big Data
    Anil Sharma, Gurwinder Singh, Shabnum Rehman · 2020 · Lecture notes in networks and systems
  37. Two new collaborative filtering approaches to solve the sparsity problem
    Hamidreza Koohi, Kourosh Kiani · 2020 · Cluster Computing
  38. Cyber-Physical-Social Systems: An Overview
    Regina Reine, Filbert H. Juwono, Zee Ang Sim, Wei Kitt Wong · 2021 · Springer eBooks
  39. A fast and resource efficient mining algorithm for discovering frequent patterns in distributed computing environments
    Kawuu W. Lin, Sheng-Hao Chung · 2015 · Future Generation Computer Systems
  40. Data mining tools
    Andreas Bartschat, Markus Reischl, Ralf Mikut · 2019 · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery
  41. Granular computing with multiple granular layers for brain big data processing
    Guoyin Wang, Ji Hui Xu · 2014 · Brain Informatics
  42. A Review on Big Data Analysis and Internet of Things
    Umar Ahsan, Abdul Bais · 2016 · IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS)
  43. A Sequential Learning Approach for Scaling Up Filter-Based Feature Subset Selection
    Gregory Ditzler, Robi Polikar A, GAIL L. ROSEN · 2017 · IEEE Transactions on Neural Networks and Learning Systems
  44. Smart heart disease prediction system using Improved K-means and ID3 on big data
    Tejaswini U. Mane · 2017 · International Conference on Data Management, Analytics and Innovation (ICDMAI)
  45. A graph-based model to improve social trust and influence for social recommendation
    Gourav Bathla, Himanshu Aggarwal, Rinkle Rani · 2017 · The Journal of Supercomputing
  46. Integration of artificial intelligence in an injection molding process for on-line process parameter adjustment
    Meaghan Charest-Finn, Ryan Finn, Rickey Dubay · 2018 · IEEE International Systems Conference (SysCon)
  47. Cost-sensitive feature selection via the ℓ2,1-norm
    Hong Zhao, Shenglong Yu · 2018 · International Journal of Approximate Reasoning
  48. Curious Feature Selection
    Michal Moran, Goren Gordon · 2019 · Information Sciences
  49. Efficient classification of multi-labeled text streams by clashing
    Ricardo Ñanculef, Ilias Flaounas, Nello Cristianini · 2014 · Expert Systems with Applications
  50. Paving the way to environmental sustainability: A systematic review to integrate big data analytics into high-stake decision forecasting
    Rohit Agrawal, Nazrul Islam, Ashutosh Samadhiya, Vinaya Shukla, Anil Kumar V, Arvind Upadhyay · 2025 · Technological Forecasting and Social Change
  51. Visual Data Mining: Effective Exploration of the Biological Universe
    David Otasek, Chiara Pastrello, Andreas Holzinger, Igor Jurišica · 2014 · Lecture notes in computer science
  52. A sufficient and necessary temporal violation handling point selection strategy in cloud workflow
    Rongbin Xu, Yeguo Wang, Haoyu Luo, Futian Wang, Ying Xie, Xiao Liu, Yun Jin Yang · 2018 · Future Generation Computer Systems
  53. Optimal Privacy Preserving Technique Over Big Data Analytics Using Oppositional Fruit Fly Algorithm
    Ajmeera Kiran, Vasumathi Devara · 2018 · Recent Advances in Computer Science and Communications
  54. Fast Anomaly Detection in Multiple Multi-Dimensional Data Streams
    Hongyu Sun, Qiang He, Kewen Liao, Timos Sellis, Longkun Guo, Xuyun Zhang, Jun Shen, Feifei Chen · 2019 · IEEE International Conference on Big Data (BigData)
  55. A Review of Supervised Classification based on Contrast Patterns: Applications, Trends, and Challenges
    Octavio Loyola‐González, Miguel Angel Medina‐Pérez, Kim‐Kwang Raymond Choo · 2020 · Journal of Grid Computing
  56. Analysis of Bayesian optimization algorithms for big data classification based on Map Reduce framework
    Chitrakant B. Banchhor, N. Srinivasu · 2021 · Journal Of Big Data
  57. Online early terminated streaming feature selection based on Rough Set theory
    Peng Zhou, Peipei Li, Shu Guo Zhao, Yanping Zhang · 2021 · Applied Soft Computing
  58. Technological solutions in Logistics 4.0
    Mladen Dragan Krstić, Snežana Radoman Tadić, Slobodan Zečević · 2021 · Ekonomika preduzeca
  59. Extravaganza Tutorial on Hot Ideas for Interactive Knowledge Discovery and Data Mining in Biomedical Informatics
    Andreas Holzinger · 2014 · Lecture notes in computer science
  60. Big Data, Big Noise
    Annie Waldherr, Daniel Maier, Peter Miltner, Enrico Günther · 2016 · Social Science Computer Review
  61. Handling Big Data in the Era of Internet of Things (IoT)
    Koralia Papadokostaki, George N. Mastorakis, Spyros Panagiotakis, Constandinos X. Mavromoustakis, Ciprian Dobre, Jordi Mongay Batalla · 2016 · Studies in big data
  62. Does Implementation of Big Data Analytics Improve Firms’ Market Value? Investors’ Reaction in Stock Market
    Hansol Lee, Eunkyung Kweon, Minkyun Kim, Sangmi Chai · 2017 · Sustainability
  63. POINT CLOUD CLASSIFICATION OF TESSERAE FROM TERRESTRIAL LASER DATA COMBINED WITH DENSE IMAGE MATCHING FOR ARCHAEOLOGICAL INFORMATION EXTRACTION
    Florent Poux, Romain Neuville, Roland Billen · 2017 · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences
  64. Infrequent pattern mining in smart healthcare environment using data summarization
    Mohiuddin Ahmed, Abu Barkat Ullah · 2018 · The Journal of Supercomputing
  65. Big Data Business Intelligence in Bank Risk Analysis
    Nayem Rahman, Shane Iverson · 2015 · International Journal of Business Intelligence Research
  66. Parallel Adaptive Stochastic Gradient Descent Algorithms for Latent Factor Analysis of High-Dimensional and Incomplete Industrial Data
    Wen Qin, Xin Luo, Shuai Li, MengChu Zhou · 2023 · IEEE Transactions on Automation Science and Engineering
  67. Online Feature Selection With Varying Feature Spaces
    Shengda Zhuo, Jinjie Qiu, Chang‐Dong Wang, Shuqiang Huang · 2024 · IEEE Transactions on Knowledge and Data Engineering
  68. A Comprehensive Study of Big Data Machine Learning Approaches and Challenges
    Neelam Singh, Devesh Pratap Singh, Bhasker Pant · 2017 · International Conference on Next Generation Computing and Information Systems (ICNGCIS)
  69. A Low-Complexity Nonlinear Least Mean Squares Filter Based on a Decomposable Volterra Model
    Felipe C. Pinheiro, Cassio Guimaraes Lopes · 2019 · IEEE Transactions on Signal Processing
  70. Unsupervised distance learning for extended self-organizing map and visualization of mixed-type data
    Chung-Chian Hsu, Chien-Hao Kung, Jian-Jhong Jheng, Chuan‐Yu Chang · 2019 · Intelligent Data Analysis
  71. Time is money: Dynamic-model-based time series data-mining for correlation analysis of commodity sales
    Hailin Li, Yenchun Jim Wu, Yewang Chen · 2019 · Journal of Computational and Applied Mathematics
  72. The basics of data, big data, and machine learning in clinical practice
    David Arturo Soriano Valdez, Ingris del Pilar Peláez-Ballestas, Amaranta Manrique de Lara, Alfonso Gastélum Strozzi · 2020 · Clinical Rheumatology
  73. Fifty-Six Big Data V’s Characteristics and Proposed Strategies to Overcome Security and Privacy Challenges (BD2)
    Abou el ela Abdou Hussein · 2020 · Journal of Information Security
  74. Review of Learning-Based Techniques of Sentiment Analysis for Security Purposes
    Mohammed Boukabous, Mostafa Azizi · 2021 · Lecture notes in networks and systems
  75. Automatic Design Space Exploration of Approximate Algorithms for Big Data Applications
    Mario Barbareschi, Federico Iannucci, Antonino Mazzeo · 2016 · International Conference on Advanced Information Networking and Applications Workshops (WAINA)
  76. Temporal Dynamic Matrix Factorization for Missing Data Prediction in Large Scale Coevolving Time Series
    Weiwei Shi, Yongxin Zhu, Philip S. Yu, Tian Huang, Chang Wang, Yishu Mao, Yufeng Chen · 2016 · IEEE Access
  77. Big data analysis for heart disease detection system using map reduce technique
    G. Vaishali, V. Kalaivani · 2016 · International Conference on Computing Technologies and Intelligent Data Engineering (ICCTIDE)
  78. Use Cases of Pervasive Artificial Intelligence for Smart Cities Challenges
    Julien Nigon, Estèle Glize, David Dupas, Fabrice Crasnier, Jérémy Boes · 2016 · IEEE Smart World Congress and International Conferences on Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People (SmartWorld/UIC/ATC/ScalCom/CBDCom/IoP)
  79. Exploiting encrypted and tunneled multimedia calls in high-speed big data environment
    M. Mazhar Rathore, Awais Ahmad, Anand Paul, Seungmin Rho · 2017 · Multimedia Tools and Applications
  80. Modified genetic algorithm-based clustering for probability density functions
    Tai Vovan, Trung Nguyen-Thoi, T. Vo-Duy, Vinh Ho-Huu, Thao Nguyen Trang · 2017 · Journal of Statistical Computation and Simulation
  81. Identification of Energy Hotspots: A Case Study of the Very Fast Decision Tree
    Eva García-Martín, Niklas Lavesson, Håkan Grahn · 2017 · Lecture notes in computer science
  82. Analyzing Big Data through the lens of customer knowledge management
    Pasquale Del Vecchio, Giustina Secundo, Giuseppina Passıante · 2018 · Kybernetes
  83. Big Data, Machine Learning and the BlockChain Technology: An Overview
    Francisca Adoma Acheampong · 2018 · International Journal of Computer Applications
  84. SAE Network: A Deep Learning Method for Traffic Flow Prediction
    Yinli Jin, Wanrong Xu, Ping Wang, Jianqiang Yan · 2018 · International Conference on Information, Cybernetics, and Computational Social Systems (ICCSS)
  85. Balanced Iterative Reducing and Clustering Using Hierarchies with Principal Component Analysis (PBirch) for Intrusion Detection over Big Data in Mobile Cloud Environment
    Kai Peng, Lixin Zheng, Xiaolong Xu, Tao Lin, Victor C. M. Leung · 2018 · Lecture notes in computer science
  86. A Distributed Approach for High-Dimensionality Heterogeneous Data Reduction
    Rania Mkhinini Gahar, Olfa Arfaoui, Minyar Sassi Hidri, Nejib Ben Hadj-Alouane · 2019 · IEEE Access
  87. RETRACTED ARTICLE: High utility itemset mining: a Boolean operators-based modified grey wolf optimization algorithm
    N. Pazhaniraja, S. Sountharrajan, B. Sathis Kumar · 2020 · Soft Computing · Retracted
  88. Big Data in Precision Agriculture Through ICT: Rainfall Prediction Using Neural Network Approach
    Mininath Raosaheb Bendre, Ravindra C. Thool, Vijaya R. Thool · 2016 · Advances in intelligent systems and computing
  89. Personal Model Training under Privacy Constraints.
    Sandra Servia-Rodríguez, Liang Wang, Jianxin Zhao, Richard Mortier, Hamed Haddadi · 2017
  90. Internet of Things and its impact on Business Analytics
    Samir Yerpude, Tarun Kumar Singhal · 2017 · Indian Journal of Science and Technology
  91. Impact of Text Pre-Processing on the Performance of Sentiment Analysis Models for Social Media Data
    V. V. Nhlabano, P. E. N. Lutu · 2018 · 2018 International Conference on Advances in Big Data, Computing and Data Communication Systems (icABCD)
  92. Adaptive Exponential Bat algorithm and deep learning for big data classification
    S Md Mujeeb, R. Praveen Sam, K. Reddy Madhavi · 2021 · Sadhana
  93. Self-adaptive nonoverlapping sequential pattern mining
    Yuehua Wang, Youxi Wu, Yan Li, Fang Yao, Philippe Fournier‐Viger, Xindong Wu · 2021 · Applied Intelligence
  94. Green governance and corporate social responsibility: The role of big data analytics
    Miao Li · 2022 · Sustainable Development
  95. All optical artificial synapses based on long-afterglow material for optical neural network
    Wenjie Lu, Qizhen Chen, Huaan Zeng, Hui Wang, Lujian Liu, Tailiang Guo, Huipeng Chen, Rui Wang · 2023 · Nano Research
  96. Communication Theoretic Data Analytics
    Kwang-Cheng Chen, Shao‐Lun Huang, Lizhong Zheng, H. Vincent Poor · 2015 · IEEE Journal on Selected Areas in Communications
  97. Adaptive pairing of classifier and imputation methods based on the characteristics of missing values in data sets
    Jaemun Sim, Ohbyung Kwon, Kun Chang Lee · 2015 · Expert Systems with Applications
  98. Data Modeling Guidelines for NoSQL Document-Store Databases
    Abdullahi Abubakar Imam, Shuib B. Basri, Rohiza Binti Ahmad, Junzo Watada, Maria T., Malek Ahmad · 2018 · International Journal of Advanced Computer Science and Applications
  99. A Survey on Big Data Pre-processing
    Zhibin Guan, Tongkai Ji, Qian Xu, Yan Ma, Xuehai Hong · 2017 · International Conference on Applied Computing and Information Technology / International Conference on Computational Science and Intelligence (ACIT-CSI)
  100. An Evolve-Then-Correct Reduced Order Model for Hidden Fluid Dynamics
    Suraj A. Pawar, Shady E. Ahmed, Omer San, Adil Rasheed · 2020 · Mathematics