Search Results - "Ge, Hancheng"
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DisTenC: A Distributed Algorithm for Scalable Tensor Completion on Spark
Published in 2018 IEEE 34th International Conference on Data Engineering (ICDE) (01-04-2018)“…How can we efficiently recover missing values for very large-scale real-world datasets that are multi-dimensional even when the auxiliary information is…”
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Characterizing and automatically detecting crowdturfing in Fiverr and Twitter
Published in Social network analysis and mining (01-12-2015)“…As human computation on crowdsourcing systems has become popular and powerful for performing tasks, malicious users have started misusing these systems by…”
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Freeway Travel Time Prediction Using Takagi-Sugeno-Kang Fuzzy Neural Network
Published in Computer-aided civil and infrastructure engineering (01-09-2013)“…This article presents a Takagi–Sugeno–Kang Fuzzy Neural Network (TSKFNN) approach to predict freeway corridor travel time with an online computing algorithm…”
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Low-rank decomposition meets kernel learning: A generalized Nyström method
Published in Artificial intelligence (01-09-2017)“…Low-rank matrix decomposition and kernel learning are two useful techniques in building advanced learning systems. Low-rank decomposition can greatly reduce…”
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Assessment of Presence Conditions of Pavement Markings with Image Processing
Published in Transportation research record (01-01-2012)“…This paper presents a systematic approach that can automatically determine the presence conditions of pavement markings from marking images developed with…”
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Assessment of Background Complexity of Overhead Guide Signs: Image Processing of Digital Images of Nighttime Roadway Scenes
Published in Transportation research record (01-01-2013)“…Researchers have developed a systematic method of using image-processing techniques to assess the complexity of the background of overhead guide and street…”
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Comparison of Designs of Field Test Decks for Pavement Marking Materials
Published in Transportation research record (01-01-2011)“…Historically, pavement marking materials (PMMs) have been prequalified or selected mainly on the basis of product specifications and lab testing, which do not…”
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Cross-Lingual Approaches to Reference Resolution in Dialogue Systems
Published 27-11-2018“…In the slot-filling paradigm, where a user can refer back to slots in the context during the conversation, the goal of the contextual understanding system is…”
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Tensor Completion Algorithms in Big Data Analytics
Published 27-11-2017“…Tensor completion is a problem of filling the missing or unobserved entries of partially observed tensors. Due to the multidimensional character of tensors in…”
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Contextual Slot Carryover for Disparate Schemas
Published 05-06-2018“…In the slot-filling paradigm, where a user can refer back to slots in the context during a conversation, the goal of the contextual understanding system is to…”
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The Dark Side of Micro-Task Marketplaces: Characterizing Fiverr and Automatically Detecting Crowdturfing
Published 03-06-2014“…As human computation on crowdsourcing systems has become popular and powerful for performing tasks, malicious users have started misusing these systems by…”
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Journal Article