Search Results - "Huai, Jinpeng"

Road Traffic Speed Prediction: A Probabilistic Model Fusing Multi-Source Data by Lin, Lu, Li, Jianxin, Chen, Feng, Ye, Jieping, Huai, Jinpeng

“…Road traffic speed prediction is a challenging problem in intelligent transportation system (ITS) and has gained increasing attentions. Existing works are…”
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An Ensemble Approach to Link Prediction by Liang Duan, Shuai Ma, Aggarwal, Charu, Tiejun Ma, Jinpeng Huai

“…A network with n nodes contains O(n 2 ) possible links. Even for networks of modest size, it is often difficult to evaluate all pairwise possibilities for…”
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A Collective Approach to Scholar Name Disambiguation by Luo, Dongsheng, Ma, Shuai, Yan, Yaowei, Hu, Chunming, Zhang, Xiang, Huai, Jinpeng

“…Scholar name disambiguation remains a hard and unsolved problem, which brings various troubles for bibliography data analytics. Most existing methods handle…”
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An Efficient Approach to Finding Dense Temporal Subgraphs by Ma, Shuai, Hu, Renjun, Wang, Luoshu, Lin, Xuelian, Huai, Jinpeng

“…Dense subgraph discovery has proven useful in various applications of temporal networks. We focus on a special class of temporal networks whose nodes and edges…”
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A Nonparametric Approach to Uncovering Connected Anomalies by Tree Shaped Priors by Wu, Nannan, Chen, Feng, Li, Jianxin, Huai, Jinpeng, Zhou, Baojian, Li, Bo, Ramakrishnan, Naren

“…The area of anomaly detection has recently been expanded in the graph-based data. Anomalous vertices are often exhibited as a connected subgraph. Few works,…”
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Dealing With Hierarchical Types and Label Noise in Fine-Grained Entity Typing by Wu, Junshuang, Zhang, Richong, Mao, Yongyi, Huai, Jinpeng

“…Fine-Grained entity typing is complicated by the fact that type labels form a hierarchical structure, and those training examples usually contain noisy type…”
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An embedding approach to anomaly detection by Renjun Hu, Aggarwal, Charu C., Shuai Ma, Jinpeng Huai

“…Network anomaly detection has become very popular in recent years because of the importance of discovering key regions of structural inconsistency in the…”
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Human mobility semantics analysis: a probabilistic and scalable approach by Guo, Xiaohui, Zhang, Richong, Liu, Xudong, Huai, Jinpeng

“…The popularity of smart mobile devices generated data, e.g., check-ins and geo-tagged status, offers new opportunity for better understanding human mobility…”
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Ring: Real-Time Emerging Anomaly Monitoring System Over Text Streams by Yu, Weiren, Li, Jianxin, Bhuiyan, Zakirul Alam, Zhang, Richong, Huai, Jinpeng

“…Microblog platforms have been extremely popular in the big data era due to its real-time diffusion of information. It's important to know what anomalous events…”
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Proxies for Shortest Path and Distance Queries by Ma, Shuai, Feng, Kaiyu, Li, Jianxin, Wang, Haixun, Cong, Gao, Huai, Jinpeng

“…Computing shortest paths and distances is one of the fundamental problems on graphs, and it remains a challenging task today. This article investigates a…”
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Fast Computation of Dense Temporal Subgraphs by Shuai Ma, Renjun Hu, Luoshu Wang, Xuelian Lin, Jinpeng Huai

“…Dense subgraph discovery has proven useful in various applications of temporal networks. We focus on a special class of temporal networks whose nodes and edges…”
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Big graph search： challenges and techniques by MA, Shuai, LI, Jia, HU, Chunming, LIN, Xuelian, HUAI, Jinpeng

“…On one hand, compared with traditional rela- tional and XML models, graphs have more expressive power and are widely used today. On the other hand, various ap-…”
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QGrid: An Adaptive Trust Aware Resource Management Framework by Li Lin, Li Lin, Jinpeng Huai, Jinpeng Huai

“…Recent years have witnessed the rapid development of Grid computing over the Internet, which promises to empower highly desirable resource sharing and…”
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A probabilistic framework of preference discovery from folksonomy corpus by GUO, Xiaohui, HU, Chunming, ZHANG, Richong, HUAI, Jinpeng

“…The increasing availability of folksonomy data makes them vital for user profiling approaches to precisely detect user preferences and better understand user…”
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Query Independent Scholarly Article Ranking by Shuai Ma, Chen Gong, Renjun Hu, Dongsheng Luo, Chunming Hu, Jinpeng Huai

“…Ranking query independent scholarly articles is a practical and difficult task, due to the heterogeneous, evolving and dynamic nature of entities involved in…”
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Making pattern queries bounded in big graphs by Yang Cao, Wenfei Fan, Jinpeng Huai, Ruizhe Huang

“…It is cost-prohibitive to find matches Q(G) of a pattern query Q in a big graph G. We approach this by fetching a small subgraph G Q of G such that Q(G Q ) =…”
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RCT: A distributed tree for supporting efficient range and multi-attribute queries in grid computing by Sun, Hailong, Huai, Jinpeng, Liu, Yunhao, Buyya, Rajkumar

“…Resource discovery is of great importance in grid environments. Most of existing approaches treat all resources equally without any categorizing mechanism. We…”
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Proxies for Shortest Path and Distance Queries by Shuai Ma, Kaiyu Feng, Jianxin Li, Haixun Wang, Gao Cong, Jinpeng Huai

“…This study investigates a light-weight data reduction technique for speeding-up shortest path and distance queries on large graphs. We propose a notion of…”
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Reliability-aware automatic composition approach for web services by Li, Mu, Li, Bo, Huai, JinPeng

“…In this paper, we study the reliability-aware synthesis problem for composing available services automatically and guaranteeing that the composed result…”
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Complexity of synthesis of composite service with correctness guarantee by Deng, Ting, Huai, JinPeng, Wo, TianYu

“…How to compose existing web services automatically and to guarantee the correctness of the design （e.g. temporal constraints specified by temporal logic LTL,…”
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