International Journal |
| 1. G Shams, SM Hatefi, S Nemati, A Dempster-Shafer evidence theory for environmental risk assessment in failure modes and effects analysis of Oil and Gas Exploitation Plant , scientia iranica transactions:E industrial engineering |
| 2. ME Basiri, S Nemati, M Abdar, S Asadi, UR Acharrya, A novel fusion-based deep learning model for sentiment analysis of COVID-19 tweets , Knowledge-Based Systems 228, 107242 |
| 3. ME Basiri, S Nemati, M Abdar, E Cambria, UR Acharrya, ABCDM: An Attention-based Bidirectional CNN-RNN Deep Model for sentiment analysis , Future Generation Computer Systems (2020) |
| 4. M Abdar, ME Basiri, J Yin, M Habibnezhad, G Chi, S Nemati, S Asadi, Energy choices in Alaska: Mining people's perception and attitudes from geotagged tweets , Renewable and Sustainable Energy Reviews 124, 109781 (2020) |
| 5. 2. ME Basiri, M Abdar, MA Cifci, S Nemati, UR Acharya , A novel method for sentiment classification of drug reviews using fusion of deep and machine learning techniques , Knowledge-Based Systems, 105949 (2020) |
| 6. ME Basiri, M Abdar, A Kabiri, S Nemati, X Zhou, F Allahbakhshi, NY Yen , Improving sentiment polarity detection through target identification , EEE Transactions on Computational Social Systems 7 (1), 113-128 (2019) |
| 7. 3. S Nemati, R Rohani, ME Basiri, M Abdar, NY Yen, V Makarenkov, A Hybrid Latent Space Data Fusion Method for Multimodal Emotion Recognition , IEEE Access 7, 172948-172964 (2019) |
| 8. S Nemati, ME Basiri, N Ghasem-Aghaee, MH Aghdam, A novel ACO–GA hybrid algorithm for feature selection in protein function prediction , Expert Systems with Applications (ESWA),vol. 36, pp. 12086–12094, (2009). |
| 9. S Nemati, AR Naghsh-Nilchi, An evidential data fusion method for affective music video retrieval , Intelligent Data Analysis (IDA) Journal, Accepted to present in Volume 21(2) March (2017). |
| 10. S Nemati, AR Naghsh-Nilchi, Incorporating social media comments in affective video retrieval , Journal of information Science (JIS), August 12, 2015, doi: 0165551515593689, (2015) |
| 11. S Nemati, ME Basiri, Text-independent speaker verification using ant colony optimization-based selected features , Expert Systems with Applications (ESWA),vol. 38, pp. 620–630, (2011) |
| 12. S Nemati, AR Naghsh-Nilchi, Affective Video Retrieval Based on Dempster−Shafer Theory , ACSIJ Advances in Computer Science: an International Journal, Vol. 4, Issue 2, No.14 , March 2015. |
Research Journal |
| 13. S Nemati, R Salehi, A New Evolutionary Deep Model for Bi-lingual Sentiment Analysis of Medical User Reviews , International Journal of Information and Communication Technology Research 2023 |
| 14. Shahla Nemati, Predicting the Sentiment of Tweet Replies using Attentive Graph Convolutional Neural Networks , Journal of Electrical and Computer Engineering Innovations (JECEI) 2023 |
| 15. Aria Naseri Karimvand; Shahla Nemati; Reza Salehi Ghegeni; Mohammad Ehsan Basiri, Multimodal Sentiment Analysis of Social Media Posts Using Deep Neural Networks , International Journal of Web Research |
| 16. M Rajabi, S Nemati, ME Basiri, A Deep Learning Model for Classifying Quality of User Replies , International Journal of Web Research |
International Conference |
| ١٧. رضا عيدي زاده، محمد احسان بصيري، شهلا نعمتي، ويدا يوسفي رامندي, برآورد عدم قطعيت MC-Dropout براي تحليل احساساات , سومين کنفرانس بين المللي مهندسي برق، کامپيوتر و مکانيک 1402 |
| 18. M Rajabi, ME Basiri, S Nemati, Identifying High-Quality User Replies Using Deep Neural Networks , 2021 7th International Conference on Web Research (ICWR), 97-102 |
| 19. AN Karimvand, RS Chegeni, ME Basiri, S Nemati, Sentiment Analysis of Persian Instagram Post: a Multimodal Deep Learning Approach , 2021 7th International Conference on Web Research (ICWR), 137-141 |
| 20. ME Basiri, RS Chegeni, AN Karimvand, S Nemati, Bidirectional LSTM Deep Model for Online Doctor Reviews Polarity Detection , 2020 6th International Conference on Web Research (ICWR), 100-105 |
| 21. Shahla Nemati, OWA Operators for the Fusion of Social Networks’ Comments with Audio-Visual Content , 2019 5th International Conference on Web Research (ICWR) |
| 22. Shahla Nemati, Canonical Correlation Analysis for Data Fusion in Multimodal Emotion Recognition , 2018 9th International Symposium on Telecommunications (IST), 676-681 |
| 23. ME Basiri, S Nemati, N Ghasem-Aghaee, Protein Function Prediction Using ACO And Bayesian Networks , in Proc. The 3rd International Conference on Bioinspired Optimization Methods and their Applications (BIOMA 2008), Ljubljana, Slovenia, October 13–14, 2008, pp. 147–156. |
| 24. ME Basiri, S Nemati, A novel hybrid ACO-GA algorithm for text feature selection , in Proc. IEEE Congress on Evolutionary Computation (IEEE CEC'09), Norway, May 18–21, 2009, pp. 2561–2568. |
| 25. S Nemati, ME Basiri, Particle swarm optimization for feature selection in speaker verification , in Proc. 8th European Conf. on Evolutionary Computation,(EvoApplications 2010), Istanbul, Turkey, April 7–9, 2010 and in C. Di. Chio et al. (Eds.):, LNCS 6024, 2010, pp. 371–380. |
| 26. S Nemati, ME Basiri, HIERARCHICAL CLASSIFICATION OF BIOLOGICAL DATA USING ANT COLONY OPTIMIZATION , in Proc. The 4th International Conference on Bioinspired Optimization Methods and their Applications (BIOMA 2010), Ljubljana, Slovenia, May 20–21, 2010, pp. 147–156. |
| 27. S Nemati, AR Naghsh-Nilchi, Exploiting Evidential Theory in the Fusion of Textual, Audio and Visual Modalities for Music Video Retrieval , 3rd International Conference, on Pattern Recognition and Image Analysis, Shahrekord, Iran, 2017, Best Paper award. |
National Conference |
| ٢٨. مهدي ابراهيميان دهکردي، شهلا نعمتی، محمداحسان بصیری, بازيابي کارآموز از وبسايتهاي پرسشوپاسخ با استفاده از روشهاي يادگيري عميق , دومين کنفرانس ملي آخرين دستاوردهاي مهندسي داده و دانش و محاسبات نرم |
| ٢٩. محمدامین رفیعی، شهلا نعمتی, تحليل احساسات نظرات فارسي کاربران وب سايت کافه بازار بر اساس ادغام متن و ايموجي در سطح تصميم , دومين کنفرانس ملي آخرين دستاوردهاي مهندسي داده و دانش و محاسبات نرم |
| ٣٠. پويان جابري، شهلا نعمتی، محمداحسان بصیری, يادگيري عميق جمعي چندسطحي در ردهبندي تصاوير سرطان پوست , دومين کنفرانس ملي آخرين دستاوردهاي مهندسي داده و دانش و محاسبات نرم |