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Editorial: Cancer Informatics Toward Precision Medicine

Fan Zhang, Xiaogang Wu, Wencong Chen, Youping Deng
2020 Frontiers in Medicine  
Lastly they selected panels of miRNA ratios combined with age which could yield high performance for comparison between breast cancer and normal/non-cancer groups.  ...  Editorial on the Research Topic Cancer Informatics Toward Precision Medicine This Research Topic focuses on cancer informatics and is intended to present and discuss innovative reports, methodologies,  ...  Then, they performed Cox regression analysis by incorporating network information associated with the selected subset of genes.  ... 
doi:10.3389/fmed.2020.576611 pmid:33330533 pmcid:PMC7732532 fatcat:7b4x2ps4j5h6vbixbd3d3l2wt4

Call for Papers: Traffic Management in Wired Packet Networks

2021 IEEE Communications Magazine  
maximize network efficiency and end-to-end performance in wired networks.  ...  Prospective authors are invited to submit original high-quality contributions in all areas related to this topic including, but not limited to, the following: • Multipath approaches: design, path selection  ... 
doi:10.1109/mcom.2021.9422349 fatcat:4blv7qfuova6rdkbgvajb75hdy

An Integrated Model for User Attribute Discovery: A Case Study on Political Affiliation Identification [chapter]

Swapna Gottipati, Minghui Qiu, Liu Yang, Feida Zhu, Jing Jiang
2014 Lecture Notes in Computer Science  
The problem setting can be generalized to include three components -users, topics and behaviors.  ...  In recent studies on this problem, however, the behavior between users and topics are not effectively incorporated.  ...  In Figure 2c ), a feedback network, we observe that within parties, the support on topics (green edges) is high compared to inter-parties.  ... 
doi:10.1007/978-3-319-06608-0_36 fatcat:o6xkausj3fg5ngwq2mkimbjpna

Automatic detection of influential actors in disinformation networks

Steven T. Smith, Edward K. Kao, Erika D. Mackin, Danelle C. Shah, Olga Simek, Donald B. Rubin
2021 Proceedings of the National Academy of Sciences of the United States of America  
Our system detects IO accounts with 96% precision, 79% recall, and 96% area-under-the precision-recall (P-R) curve; maps out salient network communities; and discovers high-impact accounts that escape  ...  the lens of traditional impact statistics based on activity counts and network centrality.  ...  Our system discovers salient network communities and high-impact accounts in spreading propaganda.  ... 
doi:10.1073/pnas.2011216118 pmid:33414276 pmcid:PMC7848582 fatcat:fwx6gxl5nfbizklgz3wb32m5zi

Crime Busting Model Based on Dynamic Ranking Algorithms

Yang Cao, Xiaotian Xu, Zhijing Ye
2013 Abstract and Applied Analysis  
Test results are given to verify the theoretical results, which show the great performance for either small or large datasets.  ...  This paper proposed a crime busting model with two dynamic ranking algorithms to detect the likelihood of a suspect and the possibility of a leader in a complex social network.  ...  * , 11 * , 13 * 7 * , 9 13 * 2, 7 * Harvey 13 * Suspicious topics are in bold with * .  ... 
doi:10.1155/2013/308675 fatcat:zurobmwdlngodlhz3xkotjiqnq

Exploiting Synchronicity Networks for Finding Valuables in Heterogeneous Networks [chapter]

Zhen Wen, Ching-Yung Lin
2013 Proceedings of the 2013 SIAM International Conference on Data Mining  
Successful enterprises depend on high performing teams consisting of productive individuals, who can effective find valuable information.  ...  Account team CS Sociology SNA EE Sensor Team level network Person level network Delivery team Engineering team Design team Healthcare Information topic level network 1 We use the terms "entity" and "object  ...  [13] .  ... 
doi:10.1137/1.9781611972832.41 dblp:conf/sdm/LinW13 fatcat:zwe45dxqlbfgvickuvqhueoxoq

Identification of the Knowledge Structure of Cancer Survivors' Return to Work and Quality of Life: A Text Network Analysis

Kisook Kim, Ki-Seong Lee
2020 International Journal of Environmental Research and Public Health  
Clustering results by grouping nodes with high relevance in the network led to four clusters: "participants and method", "type of research and variables", "RTW and education in adolescent and young adult  ...  This study aimed to understand the trends in research on the quality of life of returning to work (RTW) cancer survivors using text network analysis.  ...  Besides these numerical measurements, network analysis was performed using a clustering technique for grouping nodes with high relevance on a network.  ... 
doi:10.3390/ijerph17249368 pmid:33327622 pmcid:PMC7765104 fatcat:yzsgl3tokbdh3ebug65fnv556a

High performance cluster computing [Book Reviews]

L.M. Patnaik
2000 IEEE Concurrency  
Because high-performance cluster computing is a relatively new area, few books successfully cover the topic.  ...  Both volumes stem from Ius interaction with leading researchers, offering in-depth coverage for scientists and engineers engaged in the research, development, and application of high-performance computing  ...  Chapter 13 presents the bot topic of Web-based parallel computing with Java, along with a case for the J E T platforin.  ... 
doi:10.1109/mcc.2000.824332 fatcat:pjnuuiksobgobnvljgtszs5pwy

Towards Finding Valuable Topics [chapter]

Zhen Wen, Ching-Yung Lin
2010 Proceedings of the 2010 SIAM International Conference on Data Mining  
and (2) how to find valuable topics with potentially high impact on employee performance?  ...  In particular, the social network factors are better in filtering out low-value topics, while content factors are more effective in selecting a few top high-value topics.  ...  How to find valuable topics with potentially high impact on employee performance when the performance data are not available yet?  ... 
doi:10.1137/1.9781611972801.63 dblp:conf/sdm/WenL10 fatcat:erq5266xczb4hekhjmclmkub5q

Robust Detection of Communities with Multi-semantics in Large Attributed Networks [chapter]

Di Jin, Ziyang Liu, Dongxiao He, Bogdan Gabrys, Katarzyna Musial
2018 Lecture Notes in Computer Science  
This new transition probability matrix with a suitable prior which plays the role of depicting the relationship between communities and topics can perform well in this task.  ...  In this paper, we are interested in how to explore and utilize the relationship between network communities and semantic topics in order to find the strong explanatory communities robustly.  ...  This community contains three dominant topics, in which (a) denotes topic 13, (b) denotes topic 24 and (c) denotes topic 36. NMI values under them.  ... 
doi:10.1007/978-3-319-99365-2_32 fatcat:d7emv6a4irf5hkkteio4rvesca

Big data and smart computing in network systems

Jiming Chen, Kaoru Ota, Lu Wang, Jianping He
2019 Peer-to-Peer Networking and Applications  
Network systems have become data-driven, which call for big data, smart computing methods and solutions (e.g., predictive data mining, robust data analytics, artificial intelligence, distributed and high-performance  ...  awareness, dynamic data management, efficiency optimization and control, robust network performance, etc.  ...  Network systems have become data-driven, which call for big data, smart computing methods and solutions (e.g., predictive data mining, robust data analytics, artificial intelligence, distributed and high-performance  ... 
doi:10.1007/s12083-019-00784-6 fatcat:s4lqf6ngjzd7fkshiff5jzxu2i

Flexible and dynamic network coding for adaptive data transmission in DTNs

Milena Radenkovic, Sameh Zakhary
2012 2012 8th International Wireless Communications and Mobile Computing Conference (IWCMC)  
Existing network coding approaches for Delay-Tolerant Networks (DTNs) do not detect and adapt to congestion in the network.  ...  In this paper we describe CafNC (Congestion aware forwarding with Network Coding) that combines adaptive network coding and adaptive forwarding in DTNs.  ...  Our results show that as congestion increases, without an adaptive amount of network coding, the performance of network coding in DTNs deteriorates quickly because of the high level of contention in the  ... 
doi:10.1109/iwcmc.2012.6314266 dblp:conf/iwcmc/RadenkovicZ12 fatcat:njknictcevdfpis66jzcp6pwxi

High Performance Cluster Computing vol. I & II; Rajkumar Buyya ed. Prentice Hall PTR, Upper Saddle River, NJ 07458, 1999, Hardcover, vol. I. p. 849, $55.50, vol. II, p. 664, $55.50, ISBN: 0-13-013784-7 for vol. I, 0-13-013785-5 for vol. II

M Stojcev
2000 Microelectronics and reliability  
The unprecedented rate of change and progress during the last three decades in the ®eld of low-cost high-performance microprocessors, high-speed networks and standard tools for high performance distributed  ...  II, p. 664, $55.50, ISBN: 0-13-013784-7 for vol. I, 0-13-013785-5 for vol. II  ... 
doi:10.1016/s0026-2714(00)00016-0 fatcat:2gexba4ucbblxa5fnsinv4dfee

A Bibliometric Model to Analyze Country Research Performance: SciVal Topic Prominence Approach in Tourism, Leisure and Hospitality

Lucília Cardoso, Rui Silva, Giovana Goretti Feijó de Almeida, Luís Lima Santos
2020 Sustainability  
The results indicated that Portugal has a significant TLHM research production, with an outstanding performance in terms of topic prominence percentile.  ...  This study presents a new bibliometric contribution by bringing the SciVal topic prominence and prominence percentile to the TLHM field and presenting a new country research performance model, indicating  ...  This academic excellence is normally called performance and this term is associated with many programs and departments of institutions recognized as possessing high-quality research outputs [13] .  ... 
doi:10.3390/su12239897 fatcat:pkclnwzyobbidfn2m2x3bakw44

Cluster Computing in the Classroom and Integration With Computing Curricula 2001

A. Apon, J. Mache, R. Buyya, H. Jin
2004 IEEE Transactions on Education  
Instructors can select units in each of the topical areas and develop their own syllabi to meet course objectives.  ...  The authors share their experiences in teaching cluster computing and the topics chosen, depending on course objectives.  ...  As cluster-based systems are developed with standard, COTS 13 hardware and software components, an excellent course exercise is to build one's own cluster-based high-performance and/or high-availability  ... 
doi:10.1109/te.2004.824842 fatcat:jl5wbr7zlzddvfr54jlxylhst4
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