Optimization of identifiability for efficient community detection
نویسندگان
چکیده
منابع مشابه
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امروزه استفاده از منابع انرژی پراکنده کاربرد وسیعی یافته است . اگر چه این منابع بسیاری از مشکلات شبکه را حل می کنند اما زیاد شدن آنها مسائل فراوانی برای سیستم قدرت به همراه دارد . استفاده از میکروشبکه راه حلی است که علاوه بر استفاده از مزایای منابع انرژی پراکنده برخی از مشکلات ایجاد شده توسط آنها را نیز منتفی می کند . همچنین میکروشبکه ها کیفیت برق و قابلیت اطمینان تامین انرژی مشترکان را افزایش ...
15 صفحه اولA Constrained Optimization Method for Community Detection
Abstract Community detection is one of the most important problems in complex network research. In recent years, great efforts have been devoted to this problem in term of evaluating the resulting community structure. Our previous work has shown that in addition to the resolution limit of Q, both Q and D suffer from a more serious limitation, termed as extra weak community phenomenon, i.e. some...
متن کاملMulti-Objective Optimization for Overlapping Community Detection
Recently, community detection in complex networks has attracted more and more attentions. However, real networks usually have number of overlapping communities. Many overlapping community detection algorithms have been developed. These methods usually consider the overlapping community detection as a single-objective optimization problem. This paper regards it as a multi-objective optimization ...
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چکیده ندارد.
Optimization analysis of modularity measures for network community detection
Complex networks have always been a hot research topic in recent years. In addition to some statistic properties such as scale-free nature, small-world property, modularity is another characteristic common to many types of complex networks. Detecting modular (or community) structure of complex networks is an important but challenging task, where quantitative measures for evaluating the modulari...
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ژورنال
عنوان ژورنال: New Journal of Physics
سال: 2020
ISSN: 1367-2630
DOI: 10.1088/1367-2630/ab8e5e