Search Results - 1166- Advances of machine learning in data analytics and visual information processing

Advances of machine learning in data analytics and visual information processing

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Visual Analytics For Machine Learning: A Data Perspective Survey by Wang, Junpeng, Liu, Shixia, Zhang, Wei

“…) to interpret machine learning (ML) models. The corresponding research topic, VIS4ML, keeps growing at a fast pace…”
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Visual Analytics for Machine Learning: A Data Perspective Survey by Wang, Junpeng, Liu, Shixia, Zhang, Wei

“…) to interpret machine learning (ML) models. The corresponding research topic, VIS4ML, keeps growing at a fast pace…”
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Visual Analytics and Interactive Machine Learning for Human Brain Data by Li, Huang

“… It mainly consists of two parts: multi-modal data visualization and interactive machine learning.For multi-modal data visualization, a major challenge is how to…”
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SAS Visual Data Mining, Machine Learning Propels Powerful Self-Learning Analytics

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Chapter 1 - Advances in Machine Learning and Data Analytics by Hasmat Malik, Nuzhat Fatema, Atif Iqbal

“… Data statistics and computational analysis are the subset of ML. The data analytics is a process of analyzing, cleaning, transforming, and modeling the data with respect to the useful information…”
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Advances and opportunities in machine learning for process data analytics by Qin, S. Joe, Chiang, Leo H.

“… We give three attributes for process data analytics to make machine learning techniques applicable in the process industries…”
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Using MDS preference plot as visual analytics of data: A machine learning approach by Zhang, Yan, Ding, Cody

“… MDS preference plot is not a new visual technique; nevertheless, its application to visualize individual differences in variables for high-dimensional data is rare, particularly in education and social sciences…”
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Data-driven Analysis of Product State Propagation in Manufacturing Systems Using Visual Analytics and Machine Learning by Filz, Marc-André, Gellrich, Sebastian, Herrmann, Christoph, Thiede, Sebastian

“… cause-effect relationships. Based on their intermediate product features, machine learning algorithms assign products to classes of similar characteristics…”
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ESI Group: Acquisition of Mineset Inc., a Big Data Visual Analytics and Machine-Learning Specialist

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ESI Group: Acquisition of Mineset Inc., a Big Data Visual Analytics and Machine-Learning Specialist

“…Significantly improving decision-making processes, big data analytics, pattern recognition and machine-learning technology will enhance ESI Group's solutions with new capabilities in terms…”
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ESI Group: Acquisition of Mineset Inc., a Big Data Visual Analytics and Machine-Learning Specialist

“…Source: NYSE Euronext ACTIVITIES ESI Group specializes in the design, development and marketing of software packages designed for performing virtual testing…”
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United States : SAS Visual Data Mining and Machine Learning propels powerful self-learning analytics to produce insight that matters

“…SAS Data Mining and Machine Learning is built on the companys solid expertise and reputation of delivering scalable and adaptable analytics that solve real business problems and yield measurable…”
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SAS® Visual Data Mining and Machine Learning propels powerful self-learning analytics to produce insight that matters

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How Can We Improve Data Quality for Machine Learning? A Visual Analytics System using Data and Process-driven Strategies by Hong, Hyein, Yoo, Sangbong, Jin, Yejin, Jang, Yun

“…ML (Machine learning) models are used to mine inconspicuous information in big data…”
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Visual Analytics System of Comprehensive Data Quality Improvement for Machine Learning using Data- and Process-driven Strategies by Hong, Hyein, Yoo, Sangbong, Jin, Yejin, Yoon, Chanyoung, Yim, Soobin, Choi, Seokhwan, Jang, Yun

“… In this paper, we propose a novel visual analytics system for managing data quality used in machine learning models…”
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Press Release: ESI Group: Acquisition of Mineset Inc., a Big Data Visual Analytics and Machine-Learning Specialist

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A Visual Interactive Analytics Interface for Complex Event Processing and Machine Learning Processing of Financial Market Data by Tri Luong, Nhan Nathan, Milosevic, Zoran, Berry, Andrew, Rabhi, Fethi

“…Applying machine learning techniques over streaming data is notoriously difficult as it involves the interplay of several technologies that need to be judiciously put together by IT experts…”
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Advances in power consumption model for data centers: Analytical formulas vs. machine learning models by Racedo, Sebastian, Jaumard, Brigitte, Glatard, Tristan, Delgado, Oscar, Masoudi, Meysam

“… The costs of building data centers with the required energy capacity can rival their ongoing energy expenditures, creating strong economic incentives to operate these facilities at or near full capacity…”
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Recent advances in Big Data Analytics, Internet of Things and Machine Learning by Martis, Roshan Joy, Gurupur, Varadraj Prabhu, Lin, Hong, Islam, Aminul, Fernandes, Steven Lawrence

“…Big data analytics, Internet of Things, and machine learning are some of the rising areas of science and technology forming the next generation of artificial intelligence-based computing systems…”
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