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 401–500 of 1,002

  1. Image-Based Structural Health Monitoring: A Systematic Review
    John Mark G. Payawal, Dong Keon Kim · 2023 · Applied Sciences
  2. Increasing the veracity of event detection on social media networks through user trust modeling
    Todd J. Bodnar, Conrad S. Tucker, Kenneth Mark Hopkinson, Sven G. Bilén · 2014 · IEEE International Conference on Big Data (BigData)
  3. Framework for Virtual Cognitive Experiment in Virtual Geographic Environments
    Fan Zhang, Mingyuan Hu, Weitao Che, Hui Zhi Lin, Chaoyang Fang · 2018 · ISPRS International Journal of Geo-Information
  4. Evolving rule-based classifiers with genetic programming on GPUs for drifting data streams
    Alberto Cano, Bartosz Krawczyk · 2018 · Pattern Recognition
  5. Big data security challenges and strategies
    Sitalakshmi Venkatraman, Ramanathan Venkatraman · 2019 · AIMS Mathematics
  6. Time and Energy Optimization Algorithms for the Static Scheduling of Multiple Workflows in Heterogeneous Computing System
    Junqiang Jiang, Yaping Lin, Guoqi Xie, Li Fu, Junfeng Yang · 2017 · Journal of Grid Computing
  7. An Efficient Industrial Big-Data Engine
    Pablo Basanta Val · 2017 · IEEE Transactions on Industrial Informatics
  8. Developing a modern data workflow for regularly updated data
    Glenda M. Yenni, Erica M. Christensen, Ellen K. Bledsoe, Sarah R. Supp, Renata M. Diaz, Ethan P. White, S. K. Morgan Ernest · 2019 · PLoS Biology
  9. HDCluster: An Accurate Clustering Using Brain-Inspired High-Dimensional Computing
    Mohsen Imani, Yeseong Kim, Thomas Worley, Saransh Gupta, Tajana Rosing · 2019 · Design, Automation, and Test in Europe
  10. A weighted kernel possibilisticc‐means algorithm based on cloud computing for clustering big data
    Qingchen Zhang, Zhikui Chen · 2014 · International Journal of Communication Systems
  11. CogBoost: Boosting for Fast Cost-Sensitive Graph Classification
    Shirui Pan, Jia Xin Wu, Xingquan Zhu A · 2015 · IEEE Transactions on Knowledge and Data Engineering
  12. Security-Aware Information Classifications Using Supervised Learning for Cloud-Based Cyber Risk Management in Financial Big Data
    Keke Gai, Meikang Qiu A, Sam Adam Elnagdy · 2016 · IEEE International Conference on Big Data Security on Cloud, IEEE International Conference on High Performance and Smart Computing, and IEEE International Conference on Intelligent Data and Security (BigDataSecurity/HPSC/IDS)
  13. Identifying buzz in social media: a hybrid approach using artificial bee colony and k-nearest neighbors for outlier detection
    Reema Aswani, Satya Prakash Ghrera, Arpan Kumar Kar, Satish Chandra · 2017 · Social Network Analysis and Mining
  14. A Fair Mechanism for Private Data Publication in Online Social Networks
    Xu Zheng, Guangchun Luo, Zhipeng Cai · 2018 · IEEE Transactions on Network Science and Engineering
  15. Data dimensionality reduction techniques for Industry 4.0: Research results, challenges, and future research directions
    Prateek Chhikara, Nikhil Jain, Rajkumar Tekchandani, Neeraj Kumar · 2020 · Software Practice and Experience
  16. MULFE: Multi-Label Learning via Label-Specific Feature Space Ensemble
    Yaojin Lin, Qinghua Hu, Jinghua Liu, Xingquan Zhu A, Xindong Wu · 2021 · ACM Transactions on Knowledge Discovery from Data
  17. Improving operations through a lean AI paradigm: a view to an AI-aided lean manufacturing via versatile convolutional neural network
    Mohammad Shahin, M. Maghanaki, Aliakbar Hosseinzadeh, F. F. Chen · 2024 · The International Journal of Advanced Manufacturing Technology
  18. A Bibliometrics analysis on big data research (2009–2018)
    Zeshui Xu, Dejian Yu · 2019 · Journal of Data Information and Management
  19. A Review on the Significance of Machine Learning for Data Analysis in Big Data
    Vishnu Vandana Kolisetty, Dharmendra Singh Rajput · 2019 · Jordanian Journal of Computers and Information Technology
  20. Human-Computer Interaction With Big Data Analytics
    Gunasekaran Manogaran, Chandu Thota, Daphne Lopez · 2017 · Advances in human and social aspects of technology book series
  21. A proposed framework in an intelligent recommender system for the college student
    Dede Kurniadi, Edi Abdurachman, Harco Leslie Hendric Spits Warnars, Wayan Suparta · 2019 · Journal of Physics Conference Series
  22. Fuzzy rule based classification systems for big data with MapReduce: granularity analysis
    Alberto Fernández, Sara del Río, Abdullah Bawakid, Francisco Herrera · 2016 · Advances in Data Analysis and Classification
  23. Streaming Data Fusion for the Internet of Things
    Klemen Kenda, Blaž Kažič, Erik Novak, Dunja Mladenić · 2019 · Sensors
  24. Semantic data mining in the information age: A systematic review
    Sirichanya Chanmee, Kraisak Kesorn · 2021 · International Journal of Intelligent Systems
  25. Data Analysis in the Cloud: Models, Techniques and Applications
    Domenico Talia, Paolo Trunfio A, Fabrizio Marozzo · 2015
  26. Recommender Systems Based on Graph Embedding Techniques: A Review
    Yue Deng · 2022 · IEEE Access
  27. Secure weighted possibilistic c-means algorithm on cloud for clustering big data
    Qingchen Zhang, Laurence Tianruo Yang, Arcangelo Castiglione, Zhikui Chen, Peng Li · 2018 · Information Sciences
  28. Regularized Gaussian Mixture Model for High-Dimensional Clustering
    Yang Zhao, Abhishek K. Shrivastava, Kwok‐Leung Tsui · 2018 · IEEE Transactions on Cybernetics
  29. Urban Observation: Integration of Remote Sensing and Social Media Data
    Lin Qi, Jie Li, Ying Wang, Xinbo Gao · 2019 · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  30. Probabilistic Regularized Extreme Learning for Robust Modeling of Traffic Flow Forecasting
    Jungang Lou, Yunliang Jiang, Qing Shen, Ruiqin Wang, Zechao Li · 2020 · IEEE Transactions on Neural Networks and Learning Systems
  31. Big data from customers and non-customers through crowdsourcing, citizen science and crowdfunding
    Francesco Cappa · 2022 · Journal of Knowledge Management
  32. Density peaks clustering based on balance density and connectivity
    Qinghua Zhang, Yongyang Dai, Guoyin Wang · 2022 · Pattern Recognition
  33. Prediction of Crop Yield Using Big Data
    Wu Fan, Chong Chen, Xiaoling Guo, Yu Hua, Wang Juyun · 2015 · International Symposium on Computational Intelligence and Design
  34. Incremental fuzzy probabilistic rough sets over two universes
    Jie Hu, Tianrui Li, Chuan Luo, Hamido Fujita, Shaoyong Li · 2016 · International Journal of Approximate Reasoning
  35. Big data challenges in ocean observation: a survey
    Yingjian Liu, Meng Qiu, Chao Liu, Zhongwen Guo · 2016 · Personal and Ubiquitous Computing
  36. Cloud computing in a distributed e‐infrastructure using the web processing service standard
    Gianpaolo Coro, Giancarlo Panichi, Paolo Scarponi, Pasquale Pagano · 2017 · Concurrency and Computation Practice and Experience
  37. MRMondrian: Scalable Multidimensional Anonymisation for Big Data Privacy Preservation
    Xuyun Zhang, Lianyong Qi, Wanchun Dou, Qiang He, Christopher A. Leckie, Kotagiri Ramamohanarao, Zoran A. Salcic · 2017 · IEEE Transactions on Big Data
  38. Principal Components Analysis Random Discretization Ensemble for Big Data
    Diego García‐Gil, Sergio Ramírez‐Gallego, Salvador García, Francisco Herrera · 2018 · Knowledge-Based Systems
  39. Big Data Challenges and Opportunities in Agriculture
    M S, Renta Chintala Bhargavi · 2019 · International Journal of Agricultural and Environmental Information Systems
  40. A review of machine learning for big data analytics: bibliometric approach
    El-Sayed M. El-Alfy, Salahadin A. Mohammed · 2020 · Technology Analysis and Strategic Management
  41. Distributed Signal Processing and Optimization Based on In-Network Subspace Projections
    Paolo Di Lorenzo, Sergio Barbarossa, Stefania Sardellitti · 2020 · IEEE Transactions on Signal Processing
  42. Exploring the road to 6G: ABC — foundation for intelligent mobile networks
    Jinkang Zhu, Ming Zhao, Sihai Zhang, Wuyang Zhou · 2020 · China Communications
  43. Project management maturity in the age of big data
    Nigel Williams, Nicole Ferdinand, Robin Croft · 2014 · International Journal of Managing Projects in Business
  44. Towards scalable rough set based attribute subset selection for intrusion detection using parallel genetic algorithm in MapReduce
    El-Sayed M. El-Alfy, Mashaan A. Alshammari · 2016 · Simulation Modelling Practice and Theory
  45. Fuzzy clustering of probability density functions
    Thao Nguyen Trang, Tai Vovan · 2016 · Journal of Applied Statistics
  46. Efficient clustering of large uncertain graphs using neighborhood information
    Zahid Halim, Muhammad Mohsin Waqas, Abdul Rauf Baig, Ahmar Rashid · 2017 · International Journal of Approximate Reasoning
  47. Spatial Technology and Social Media in Remote Sensing: A Survey
    Jun Li, Jón Atli Benediktsson, Bing Zhang, Tao Yang, Antonio Plaza · 2017 · Proceedings of the IEEE
  48. Topic Modeling The Red Pill
    J. Mountford · 2018 · Social Sciences
  49. Multi-Objective Application-Driven Approximate Design Method
    Salvatore Barone, Marcello Traiola, Mario Barbareschi, Alberto Bosio · 2021 · IEEE Access
  50. A robust multiobjective Harris’ Hawks Optimization algorithm for the binary classification problem
    Tansel Dökeroğlu, Ayça Deniz, Hakan Ezgi Kızılöz · 2021 · Knowledge-Based Systems
  51. Contemporary Recommendation Systems on Big Data and Their Applications: A Survey
    Ziyuan Xia, Anchen Sun, Jingyi Xu, Yuanzhe Peng, Rui Ma, Minghui Cheng · 2024 · IEEE Access
  52. An approach for evaluating cleaner production performance in iron and steel enterprises involving competitive relationships
    Bengang Gong, Dandan Guo, Xiaoqi Zhang, Jinshi Cheng · 2016 · Journal of Cleaner Production
  53. Time series evaluation of landscape dynamics using annual Landsat imagery and spatial statistical modeling: Evidence from the Phoenix metropolitan region
    Chao Fan, Soe Win Myint, Sergio Joseph Rey, Wenwen Li · 2017 · International Journal of Applied Earth Observation and Geoinformation
  54. An Experiential Study of the Big Data
    Yusuf Perwej · 2017
  55. Big Data: Issues, Challenges, and Techniques in Business Intelligence
    Mudasir Ahmad Wani, Suraiya Jabin · 2017 · Advances in intelligent systems and computing
  56. Platforms for big data analytics: Trend towards hybrid era
    Alka Londhe, Pvrd Prasada Rao · 2017 · International Conference on Energy, Communication, Data Analytics and Soft Computing (ICECDS)
  57. Text and Data Mining in the Proposed Copyright Reform: Making the EU Ready for an Age of Big Data?
    Christophe Geiger, Giancarlo F. Frosio, Oleksandr Bulayenko · 2018 · GRURRR. Gewerblicher Rechtsschutz und Urheberrecht, Rechtsprechungs-Report/GRUR-DVD/GRUR-CD/IIC/Gewerblicher Rechtsschutz und Urheberrecht/Gewerblicher Rechtsschutz und Urheberrecht. Internationaler Teil
  58. Information-Centric Virtualization for Software-Defined Statistical QoS Provisioning Over 5G Multimedia Big Data Wireless Networks
    Xi Zhang, Qixuan Zhu · 2019 · IEEE Journal on Selected Areas in Communications
  59. Sentiment Analysis of Twitter Data Through Machine Learning Techniques
    Asdrúbal López‐Chau, David Valle-Cruz, Rodrigo Sandoval‐Almazán · 2020 · Computer communications and networks
  60. Lowering Data Dimensionality in Big Data for the Benefit of Precision Agriculture
    K. Sabarina, N. Priya · 2015 · Procedia Computer Science
  61. Data Placement for Privacy-Aware Applications over Big Data in Hybrid Clouds
    Xiaolong Xu, Xuan Zhao, Feng Ruan, Jie Zhang, Wei Tian, Wanchun Dou, Alex X. Liu · 2017 · Security and Communication Networks
  62. Spatial Data Mining
    Shuliang Wang, Hanning Yuan · 2014 · International Journal of Data Warehousing and Mining
  63. Optimization of Complex Dataflows with User-Defined Functions
    Astrid Rheinländer, Ulf Leser, Goetz Graefe · 2017 · ACM Computing Surveys
  64. Towards a unified multi-source-based optimization framework for multi-label learning
    Jia Zhang, Candong Li, Zhenqiang Sun, Zhiming Luo, Changèn Zhou, Shaozi Li · 2018 · Applied Soft Computing
  65. Privacy preserving big data analytics: A critical analysis of state‐of‐the‐art
    Md Ileas Pramanik, Raymond Y.K. Lau, Md. Sakir Hossain, Md Mizanur Rahoman, Sumon Kumar Debnath, Md. Golam Rashed, Md. Zasim Uddin · 2020 · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery
  66. Deep-SAGA: a deep-learning-based system for automatic gaze annotation from eye-tracking data
    Oliver Deane, Eszter Toth, Sang-Hoon Yeo · 2022 · Behavior Research Methods
  67. Different clustering algorithms for Big Data analytics: A review
    Meenu Dave, Hemant Kumar Gianey · 2016 · International Conference on System Modeling & Advancement in Research Trends (SMART)
  68. Industrial Applications of Big Data: State of the Art Survey
    Amir Hosein Mosavi, Alvaro Lopez, Annamária R. Várkonyi-Kóczy · 2017 · Advances in intelligent systems and computing
  69. Exploiting GPU parallelism in improving bees swarm optimization for mining big transactional databases
    Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Philippe Fournier‐Viger, Jerry Chun‐Wei Lin, Ahcène Bendjoudi · 2018 · Information Sciences
  70. 2D Atomic Crystals: A Promising Solution for Next‐Generation Data Storage
    Xianghui Hou, Huawei Chen, Zhenhan Zhang, Shuiyuan Wang, Peng Zhou · 2019 · Advanced Electronic Materials
  71. Divide and conquer local average regression
    Xiangyu Chang, Shao-Bo Lin, Yao Wang · 2017 · Electronic Journal of Statistics
  72. Value creation through big data application process management: the case of the oil and gas industry
    Muhammad Saleem Sumbal, Eric Tsui, Irfan Irfan, Muhammad Shujahat, Elaine Paiva Mosconi, Murad Ali · 2019 · Journal of Knowledge Management
  73. Detecting Weak Signals of the Future: A System Implementation Based on Text Mining and Natural Language Processing
    Israel Griol-Barres, Sergio Milla, Antonio Cebrián, Huaan Fan, José Millet · 2020 · Sustainability
  74. Optimizing Quality Inspection and Control in Powder Bed Metal Additive Manufacturing: Challenges and Research Directions
    Santa Di Cataldo, Sara Vinco, Gianvito Urgese, Flaviana Calignano, Elisa Ficarra, Alberto Macii, Enrico Macii · 2021 · Proceedings of the IEEE
  75. The application of industry 4.0 technologies in pandemic management: Literature review and case study
    Javid Moosavi, Javad Bakhshi, Igor Martek · 2021 · Healthcare Analytics
  76. Data Quality in Big Data: A Review
    Noraini Abdullah, Saiful Azmi Ismail, Siti Sophiayati Yuhaniz, Suriani Mohd Sam · 2015
  77. Online Credit Card Fraud Detection: A Hybrid Framework with Big Data Technologies
    You Dai, Yan Jin, Xiaoxin Tang, Han Zhao, Minyi Guo · 2016 · IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)
  78. Social media analytics for business-to-business marketing
    Raj Agnihotri, Khashayar Afshar Bakeshloo, Sudha Mani · 2023 · Industrial Marketing Management
  79. Scalable AI Solutions for IoT-based Healthcare Systems using Cloud Platforms
    Dankan Gowda V, S M Chaithra, Shantanu Sudhir Gujar, Salman Firoz Shaikh, Balaji Shesharao Ingole, N. Sudhakar Reddy · 2024 · International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)
  80. Stochastic Local Interaction (SLI) model: Bridging machine learning and geostatistics
    Dionissios T. Hristopulos · 2015 · Computers & Geosciences
  81. Remote Sensing Image Classification: No Features, No Clustering
    Shiyong Cui, Gottfried Schwarz, Mihai P. Datcu · 2015 · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  82. Challenges and solutions of information security issues in the age of big data
    Yang Mengke, Zhou Xiaoguang, Zeng Jianqiu, XU Jian-jian · 2016 · China Communications
  83. Big Data in Cloud Computing: Features and Issues
    Pedro Caldeira Neves, Bradley R. Schmerl, Javier Cámara, Jorge Bernardino · 2016 · International Conference on Internet of Things, Big Data and Security (IoTBDS)
  84. Approximate normalized cuts without Eigen-decomposition
    Hongjie Jia, Shifei Ding, Mingjing Du, Yu Xue · 2016 · Information Sciences
  85. Mining Big Data with Random Forests
    Alessandro Lulli, Luca Oneto, Davide Anguita · 2019 · Cognitive Computation
  86. Hybrid model based refrigerant charge fault estimation for the data centre air conditioning system
    Xu Zhu, Zhimin Du, Zhijie Chen, Xinqiao Jin, Xiaoqing Huang · 2019 · International Journal of Refrigeration
  87. Online Causal Feature Selection for Streaming Features
    Dianlong You, Ruiqi Li, Shunpan Liang, Miaomiao Sun, Xinju Ou, Fuyong Yuan, Limin Shen, Xindong Wu · 2021 · IEEE Transactions on Neural Networks and Learning Systems
  88. Sequential Nonlinear Learning for Distributed Multiagent Systems via Extreme Learning Machines
    N. Denizcan Vanli, Muhammed O. Sayin, İbrahim Delibalta, Süleyman S. Kozat · 2016 · IEEE Transactions on Neural Networks and Learning Systems
  89. Travel time estimation at intersections based on low-frequency spatial-temporal GPS trajectory big data
    Luliang Tang, Zihan Kan, Xia Zhang, Xue Yang, Fangzhen Huang, Qingquan Li · 2016 · Cartography and Geographic Information Science
  90. Joint Collaborative Ranking with Social Relationships in Top-N Recommendation
    Dimitrios Rafailidis, Fábio Crestani · 2016 · ACM International Conference on Information and Knowledge Management (CIKM)
  91. Enhancing Text Using Emotion Detected from EEG Signals
    Akash Kumar Gupta, Harsh Sahu, Nihal Nanecha, Pradeep Kumar, Partha Pratim Roy, Victor I. C. Chang · 2018 · Journal of Grid Computing
  92. A fuzzy c-means algorithm guided by attribute correlations and its application in the big data analysis of tunnel boring machine
    Maolin Shi, Liyong Zhang, Sun We, Xueguan Song · 2019 · Knowledge-Based Systems
  93. Extremely low-frequency phonon material and its temperature- and photo-induced switching effects
    Takaya Yoshida, Koji Nakabayashi, Hiroko Tokoro, Marie Yoshikiyo, Asuka Namai, Kenta Imoto, Kouji Chiba, Shin‐ichi Ohkoshi · 2020 · Chemical Science
  94. The role of data in sustainability assessment of urban mobility policies
    Xu Liu, Marc Dijk · 2022 · Data & Policy
  95. Data Mining Task Tools Techniques and Applications
    S.D. GHEWARE, A.S. KEJKAR, Tondare S.M · 2014 · IJARCCE
  96. Employing artificial neural networks for constructing metadata-based model to automatically select an appropriate data visualization technique
    Muhammad Tufail, Zahid Halim · 2016 · Applied Soft Computing
  97. A trust-aware recommender algorithm based on users overlapping community structure
    Parham Moradi, Fatemeh Rezaimehr, Sajad Ahmadian, Mahdi Jalili · 2016 · International Conference on Advances in ICT for Emerging Regions
  98. An intelligent approach to Big Data analytics for sustainable retail environment using Apriori-MapReduce framework
    Neha Verma, Jatinder Singh · 2017 · Industrial Management & Data Systems
  99. A Survey of Social Media, Big Data, Data Mining, and Analytics
    Jared Oliverio · 2018 · Journal of Industrial Integration and Management
  100. Parallel and distributed clustering framework for big spatial data mining
    Malika Bendechache, A-Kamel Tari, Tahar Kechadi · 2018 · International Journal of Parallel Emergent and Distributed Systems