💡 Network science has found many applications in natural language processing (NLP) and text mining. In this recent work, we present a brief introduction to text networks, from their respective construction to applications:
https://t.co/aX34NOhan8
https://t.co/aX34NOhan8
ResearchGate
(PDF) Text Networks (CDT-4)
PDF | On Sep 2, 2018, Henrique Ferraz de Arruda and others published Text Networks (CDT-4)
💡 لیست اساتیدی که در ایران به روی سیستمهای پیچیده کار میکنند:
https://ccnsd.ir/people/icss/
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این لیست در حال کامل شدن است.
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https://ccnsd.ir/people/icss/
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این لیست در حال کامل شدن است.
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Lecture Notes in Social Networks comprises volumes covering the theory, foundations and applications of the new emerging multidisciplinary field of social networks analysis and mining.
See more…
https://t.co/I95yzngObH
See more…
https://t.co/I95yzngObH
Micro, Meso, Macro: the effect of triangles on communities in networks
“communities can emerge spontaneously from simple processes of motiff generation happening at a micro-level”
https://t.co/plew3LOnrg
“communities can emerge spontaneously from simple processes of motiff generation happening at a micro-level”
https://t.co/plew3LOnrg
Markovian approach to tackle the interaction of simultaneous diseases
“transition point between the full-dominance phase, in which only one pathogen propagates, and the coexistence regime”
https://t.co/7xnh1cG81p
“transition point between the full-dominance phase, in which only one pathogen propagates, and the coexistence regime”
https://t.co/7xnh1cG81p
💡 "Introduction to a renormalisation group method" (by Roland Bauerschmidt, David C. Brydges, Gordon Slade): https://t.co/kYLg2P6bIn
"This book provides an introduction to a renormalisation group method in the spirit of that of Wilson."
(Note: This book looks really useful!)
"This book provides an introduction to a renormalisation group method in the spirit of that of Wilson."
(Note: This book looks really useful!)
arXiv.org
Introduction to a renormalisation group method
This book provides an introduction to a renormalisation group method in the
spirit of that of Wilson. It starts with a concise overview of the theory of
critical phenomena and the introduction of...
spirit of that of Wilson. It starts with a concise overview of the theory of
critical phenomena and the introduction of...
تبریک به مهدی یوسفزاده به خاطر کسب بهترین رتبه در رقابت CheXpert دانشگاه استنفورد در زمینه شناسایی ناهنجاریهای ریه بر اساس تصاویر پرتو اکس با استفاده از یادگیری ماشین (CNN).
https://stanfordmlgroup.github.io/competitions/chexpert/
با آرزوی موفقیتهای بیشتر برای مهدی :)
دانشکده فیزیک، دانشگاه شهید بهشتی
https://stanfordmlgroup.github.io/competitions/chexpert/
با آرزوی موفقیتهای بیشتر برای مهدی :)
دانشکده فیزیک، دانشگاه شهید بهشتی
Hubs and authorities of the scientific migration network
“presence of a set of countries acting both as hubs and authorities, occupying a privileged position in the scientific migration network, and having similar local characteristics”
https://t.co/rjCxcG7vKR
“presence of a set of countries acting both as hubs and authorities, occupying a privileged position in the scientific migration network, and having similar local characteristics”
https://t.co/rjCxcG7vKR
🚼 Who Is the Most Important Character in Frozen? This article is a fantastic way for #kids to learn about #networks. Big ideas, yet readily understandable by young people. All they need is arithmetic and curiosity.
https://t.co/Qbi4pvnqj6
https://t.co/Qbi4pvnqj6
🗞 Phase transition in a network model of social balance with Glauber dynamics
Rana Shojaei, Pouya Manshour, Afshin Montakhab
🔗 https://arxiv.org/pdf/1907.07389
We study the evolution of a social network with friendly/enmity connections into a balanced state by introducing a dynamical model with an intrinsic randomness, similar to Glauber dynamics in statistical mechanics. We include the possibility of the tension promotion as well as the tension reduction in our model. Such a more realistic situation enables the system to escape from local minima in its energy landscape and thus to exit out of frozen imbalanced states, which are unwanted outcomes observed in previous models. On the other hand, in finite networks the dynamics takes the system into a balanced phase, if the randomness is lower than a critical value. For large networks, we also find a sharp phase transition at the initial positive link density of ρ∗0=1/2, where the system transitions from a bipolar state into a paradise. This modifies the gradual phase transition at a nontrivial value of ρ∗0=0.65, observed in recent studies.
Rana Shojaei, Pouya Manshour, Afshin Montakhab
🔗 https://arxiv.org/pdf/1907.07389
We study the evolution of a social network with friendly/enmity connections into a balanced state by introducing a dynamical model with an intrinsic randomness, similar to Glauber dynamics in statistical mechanics. We include the possibility of the tension promotion as well as the tension reduction in our model. Such a more realistic situation enables the system to escape from local minima in its energy landscape and thus to exit out of frozen imbalanced states, which are unwanted outcomes observed in previous models. On the other hand, in finite networks the dynamics takes the system into a balanced phase, if the randomness is lower than a critical value. For large networks, we also find a sharp phase transition at the initial positive link density of ρ∗0=1/2, where the system transitions from a bipolar state into a paradise. This modifies the gradual phase transition at a nontrivial value of ρ∗0=0.65, observed in recent studies.
🎞 Check out our new online course, Natural Language Processing with Deep Learning taught by #chrmanning and #Abigail_e_see. Learn fundamental concepts of NLP and implement them to develop deep learning models for common applications.
#AI #NLProc
https://t.co/Hy9IWlTT0S
#AI #NLProc
https://t.co/Hy9IWlTT0S
online.stanford.edu
Natural Language Processing with Deep Learning | Stanford Online
The field of natural language processing (NLP) is one of the most important and useful application areas of artificial intelligence. NLP is undergoing rapid evolution as new methods and toolsets converge with an ever-expanding availability of data. In this…
Global AI Ethics: A Review of the Social Impacts and Ethical Implications of Artificial Intelligence
https://t.co/EwoA6hbUry
https://t.co/EwoA6hbUry
Forwarded from Complex Networks (SBU)
#سمینارهای_هفتگی
«خوشهیابی در شبکههای پیچیده»
🗣 دانیال پاپی - دانشگاه شهید بهشتی
⏰ دوشنبه، ۳۱ تیر - ساعت ۱۶:۰۰
🏛 محل برگزاری: سالن ابنهیثم
~~~~~~~~~~~~~~~~
⭕️ به امید دیدار
📞 @herman1
—————————————
🕸 مرکز شبکههای پیچیده و علم داده اجتماعی دانشگاه شهید بهشتی
🕸 @CCNSD 🔗 ccnsd.ir
—————————————
«خوشهیابی در شبکههای پیچیده»
🗣 دانیال پاپی - دانشگاه شهید بهشتی
⏰ دوشنبه، ۳۱ تیر - ساعت ۱۶:۰۰
🏛 محل برگزاری: سالن ابنهیثم
~~~~~~~~~~~~~~~~
⭕️ به امید دیدار
📞 @herman1
—————————————
🕸 مرکز شبکههای پیچیده و علم داده اجتماعی دانشگاه شهید بهشتی
🕸 @CCNSD 🔗 ccnsd.ir
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🔹 هاروارد کورسی گذاشته توی edX لینوکس و گیت و ... درس میده:
https://www.edx.org/course/data-science-productivity-tools-harvardx-ph125-5x?utm_source=twitter&utm_medium=social&utm_campaign=pc%2Ccourse%2Charvardx%2Cdata-science-productivity-tools%2Cjune92018
به نظر کورس مهمی هست و جاش خالی بود.
خیلیا کد بلدن بنویسن، ولی همهی پروژهشون شلختهس چون نمیدونن چه ابزارهایی برای مرتب نگه داشتنش هست.
🔺 و البته دوره گیت جادی هم هست:
http://jadi.net/2017/10/git/
https://www.edx.org/course/data-science-productivity-tools-harvardx-ph125-5x?utm_source=twitter&utm_medium=social&utm_campaign=pc%2Ccourse%2Charvardx%2Cdata-science-productivity-tools%2Cjune92018
به نظر کورس مهمی هست و جاش خالی بود.
خیلیا کد بلدن بنویسن، ولی همهی پروژهشون شلختهس چون نمیدونن چه ابزارهایی برای مرتب نگه داشتنش هست.
🔺 و البته دوره گیت جادی هم هست:
http://jadi.net/2017/10/git/
edX
Data Science: Productivity Tools
Keep your projects organized and produce reproducible reports using GitHub, git, Unix/Linux, and RStudio.