کانال اطلاع‌رسانی آزمایشگاه سپهر
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آزمایشگاه سامانه‌های پردازش هوشمند رایانه‌ای دانشگاه تبریز
سرپرست: دکتر محمدرضا فیضی درخشی
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مجله:
ACM Transactions on Asian and Low-Resource Language Information Processing

عنوان:
Recent Advances in Computational Linguistics for Asian Languages

موضوعات:
ML-based computational linguistic for Automatic speech detection of Asian language
• Application of cloud computing and computational linguistic for Asian language
• Big data analysis of Asian linguistic data using computational linguistic
• Deep learning in computational linguistic for Asian language translation
• The human-to-human interaction model for Asian language using natural language processing
• Text-to-speech conversion based on computational linguistic with AI technique.
• Cloud computing-based teaching and learning model using computational linguistic for Asian language
• Contribution of computational linguistic towards tourism for Asian countries
• Design and develop: An interactive communication system with deep analysis of Asian linguistic data
using natural language processing
• Corpus development of Asian language using machine learning and computational linguistic.
• Cognitive and computational models of Asian language processing based on computational linguistic tool
• Big data-enabled Intelligent tourism model for Asian Language using a cloud-integrated computational
linguistic tool
• Challenges and opportunities of natural language processing in the Asian world
• Text analysis of Asian data based on computational linguistic tool
• Towards an understanding of computational linguistic for different Asian language

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مجله:
International Journal on Artificial Intelligence Tools

عنوان:
Fuzzy Natural Language Processing for Social Network Analysis

موضوعات:
• Applications of NLP in social networks for business improvements
• NLP based tools for social network analysis
• Fuzzy NLP for cross media analysis
• Models and developmental tools for Fuzzy NLP
• Language specific and multilingual information retrieval on social web using Fuzzy NLP
• Advancement in technologies of Fuzzy NLP for different fields
• Current issues in Fuzzy NLP for modeling of social network analysis
• NLP information based disaster management using social media
• Computer assisted coding using NLP
• Data collection and analysis of social media using NLP
• Visual and mathematical analysis of social networks using NLP
• Social media based clustering and classification tools
• Recommendations based on content and social information for NLP
• Community-based detections using Fuzzy NLP
• Fuzzy NLP assisted sentimental analysis and opinion mining in social networks

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عنوان:
A Markov chain-based feature extraction method for classification and identification of cancerous DNA sequences

مجله:
BioImpacts

DOI: 10.34172/bi.2021.16
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عنوان:
ExEm: Expert embedding using dominating set theory with deep learning approaches

مجله:
Expert Systems with Applications

DOI: 10.1016/j.eswa.2021.114913

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#دیتاست (مجموعه داده) شایعات شبکه تلگرام

آزمایشگاه سامانه‌های پردازش هوشمند رایانه‌ای (سپهر) دانشگاه تبریز، دیتاست جمع‌آوری شده از شبکه اجتماعی تلگرام که دارای لیبل شایعه و غیر شایعه هستند را به صورت عمومی منتشر کرد.
این مجموعه داده از لینک زیر قابل دسترس میباشد.
https://data.mendeley.com/datasets/jw3zwf8rdp/3

خواهشمند است جهت رفرنس‌دهی از دو مورد زیر استفاده شود.
[1]: Feizi Derakhshi, Ali Reza; Feizi Derakhshi, Mohammad Reza; Ranjbar-Khadivi, Mehrdad; Nikzad Khasmakhi, Narjes; Ramezani, Majid; Rahkar Farshi, Taymaz; Zafarani-Moattar, Elnaz; Asgari-Chenaghlu, Meysam; Jahanbakhsh-Nagadeh, Zoleikha (2020), “Sepehr_RumTel01”, Mendeley Data, doi: 10.17632/jw3zwf8rdp
[2]: Zoleikha Jahanbakhsh-Nagadeh; Mohammad-Reza Feizi-Derakhshi; Arash Sharifi. "A Speech Act Classifier for Persian Texts and its Application in Identifying Rumors". Journal of Soft Computing and Information Technology, 9, 1, 2020, 18-27.

این مجموعه داده در مقالات زیر به عنوان دیتاست استاندارد مورد استفاده قرار گرفته و نتایج آنها قابل استناد میباشد.

Jahanbakhsh-Nagadeh, Z., Feizi-Derakhshi, MR. & Sharifi, A. A semi-supervised model for Persian rumor verification based on content information. Multimed Tools Appl (2020). https://doi.org/10.1007/s11042-020-10077-3

Jahanbakhsh-Nagadeh, Z., Feizi-Derakhshi, M.R., Ramezani, M., Rahkar-Farshi, T., Asgari-Chenaghlu, M., Nikzad-Khasmakhi, N., Feizi-Derakhshi, A.R., Ranjbar-Khadivi, M., Zafarani-Moattar, E. and Balafar, M.A., 2020. A Model to Measure the Spread Power of Rumors. arXiv preprint arXiv:2002.07563.

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عنوان:
Deep learning for COVID-19 diagnosis based feature selection using binary differential evolution algorithm

ArXiv: 2104.07279

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عنوان:
Heat transfer relation-based optimization algorithm (HTOA)

مجله:
Soft Computing

DOI: 10.1007/s00500-021-05734-0

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عنوان:

Deep Learning-based Text Classification: A Comprehensive Review

مجله:
ACM Computing Surveys

DOI: 10.1145/3439726

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jsdp-v18n1p50-fa.pdf
1 MB
#مقاله

عنوان:
A Model for Detecting of Persian Rumors based on the Analysis of Contextual Features in the Content of Social Networks

مجله:
Signal and Data Processing

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عنوان:
Phraseformer: Multimodal Key-phrase Extraction using Transformer and Graph Embedding

مجله: ArXiv

ArXiv: 2106.04939

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@AI_Python
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عنوان:
Topic Detection and Tracking Techniques on Twitter: A Systematic Review

مجله: Complexity

DOI: 10.1155/2021/8833084

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کانال اطلاع‌رسانی آزمایشگاه سپهر
jsdp-v18n1p50-fa.pdf
#مقاله

عنوان:
A Model for Detecting of Persian Rumors based on the Analysis of Contextual Features in the Content of Social Networks

مجله:
Signal and Data Processing

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مجله:
ACM Transactions on Asian and Low-Resource Language Information Processing

عنوان:
Fuzzy Natural Language Processing for Low Resourced Languages on Social Media

موضوعات:
• Models and developmental tools for Fuzzy NLP in low-resource languages
• Computer assisted coding using NLP for Low-resource languages
• Fuzzy NLP for cross media analysis in Asian languages
• Applications of NLP in social networks for knowledge expansion in Asian languages
• Low-resource languages-based E-dictionaries using Deep learning
• Possibilities of Fuzzy NLP assisted sentimental analysis and opinion mining for low resource language in social
networks
• Current low-resource language issues in fuzzy NLP for modeling of social network analysis
• Low-resource language data collection and analysis of social media using NLP
• Low language processing issues and NLP techniques to study word segmentation and unknown word
identification
• Social media-based clustering and classification tools of Asian languages
• Fuzzy deep neural networks for Asian language identification in NLP
• Community- based detections of Asian languages using Fuzzy NLP
• NLP training models for social media platform: An Asian language perspective

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مجله:
International Journal of Data Science and Analytics

عنوان:
Large-scale Statistical Natural Language Processing

موضوعات:
Statistical Inference
Statistical Parsing
Statistical learning
Text Classification
Question Answering
Sentiment Analysis
Summarization
Conversational agents
Narrative Science
Lexical semantics
Word sense disambiguation
Speech recognition
Text-to-speech and spoken language understanding
Computational Social Science and Social Media
Dialogue and Interactive Systems
Discourse and Pragmatics
Information Extraction
Information Retrieval and Text Mining
Linguistic Theories
Cognitive Modeling and Psycholinguistics
Machine Learning for NLP
Machine Translation
Deep Learning for NLP
NLP Applications in Big Data

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عنوان:
COVID-19 detection using deep convolutional neural networks and binary-differential-algorithm-based feature selection on X-ray images

مجله: ArXiv

ArXiv: 2104.07279

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مجله:
Scientometrics

عنوان:
AI + Informetrics

موضوعات:
• Informetrics with machine learning (including deep learning)
• Informetrics with natural language processing or computational linguistics
• Informetrics with computer vision • Informetrics with other related AI techniques (e.g., information retrieval)
• AI for science of science
• AI for science, technology, & innovation
• AI for research policy and strategic management
• Applications of AI-enhanced informetrics

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مجله:
Multi-modal Computing for Biomedical Diagnosis and Analysis

عنوان:
Information Processing & Management

موضوعات:
- Shallow and deep learning-based multi-modal computing for medical imaging
- Novel theories and applications of multi-modal biomedical fusion for accurate clinical diagnoses
- Deep learning-based image processing and diagnostic analysis of multi-modal medical imaging data, such as early diagnosis of human diseases, accurate lesion segmentation, etc.
- Incomplete multimodal computing in disease diagnosis and health communications
- Self-supervised, semi-supervised, or unsupervised learning methods for biomedical imaging data
- Generative adversarial networks for biomedical data augmentation and processing
- Adversarial learning for security, privacy, and trust on radiological images or other health-related data
- Collection, analysis, and mining of large-scale multi-modal biomedical databases
- Visualization and understanding of multi-modal biomedical data in health communication, disaster communication, and information seeking
- Surveys/review papers on multi-modal/multi-view learning/biomedical engineering

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