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انتشار مقالات اولین همایش بین المللی هوش مصنوعی

چهارشنبه، 31 اردیبهشت، 1404
انتشار مقالات اولین همایش بین المللی هوش مصنوعی
مقالات اولین همایش بین المللی هوش مصنوعی در تاریخ 31 اردیبهشت 1404 در پایگاه سیویلیکا نمایه و منتشر شد.این رویداد توسط دانشگاه شهید بهشتی در شهر تهران برگزار شده است.در این رویداد 54 مقاله شامل 169 صفحه ارائه شده است.بر اساس تحلیل اولیه انجام شده، مقالات این دوره از کنفرانس عمدتا در موضوعات زیر ارائه شده است:
  • - هوش مصنوعی
لیست و عناوین مقالات نمایه شده از اولین همایش بین المللی هوش مصنوعی به صورت زیر می باشد:

1. Intermediate Fine-Tuning for Robust Persian Emotion Detection in Text


2. Improvement in intent detection and slot filling by model enhancement and different data augmentation strategies


3. Efficient DL Models for Voice Pathology Detection in Healthcare Applications using Sustained Vowels


4. Advances in Deep Learning for Eye Disease Diagnosis: Applications, Challenges, and Future Directions


5. Enhancing Automated Skin Cancer Detection Through Ensemble Learning and Multi-Head Attention Mechanisms


6. Deep Learning Frailty Model for Heart Failure Survival Prediction


7. A Novel Fixed-Parameter Activation Function for Neural Networks: Enhanced Accuracy and Convergence on MNIST


8. Brain Age Classification from fMRI Data Using Graph Neural Networks and Evolutionary Algorithm


9. Genetic Algorithm-Based Hyperparameter Optimization of Convolutional Neural Network Models For White Blood Cells Classification


10. Attention-Based Noise Reduction for Surface-Electromyography: A Novel Method for Enhanced Signal Quality in Clinical Diagnostics


11. A Master-Slave Approach for Simultaneously Controlling Two Drones when Carrying an Object


12. Creating a Foundation for Dynamic Difficulty Adjustment within PCG of games using Imitation Learning


13. Simple Syntactic Sentences for NLP applications


14. MQL-NPC: A Modified Q-Learning-based Approach to Design Intelligent Non-Player Character in a Survival Game


15. Unlocking individual motor signatures using feature-based clustering of a graphomotor task


16. From Nodes to Themes: A Social Network Analysis and Thematic Progress in the field of Biomedical Ontologies


17. Automated Recognition of Marine Thermal Patterns Using Deep Learning


18. Exploring AI Techniques in the Identification and Control of Marine Vehicles


19. Application of machine learning algorithms in the prediction of the reliability of post-tensioned concrete members


20. Predicting Damage States of RC Columns Using Machine Learning Algorithms


21. A Deep Reinforcement Learning Approach to Automated Stock Trading, using xLSTM Networks


22. A Hybrid Approach for Intrusion Detection in Computer Systems Using Optimized Deep Neural Networks


23. LDA-ML: A Hybrid DDoS Detection Attacks in SDN Environment using Machine Learning


24. Persian Intelligent Assistant in Healthcare Domain


25. Enhancing Telecom Recommendation Systems through Customer Profiling and Graph Neural Networks (GNN) on Graph Data


26. Comparative Study of Criminal Responsibility of AI in the Legal Framework of Iran and Saudi Arabia


27. Empowering Businesses through AI: A Strategic Approach to Implementation


28. Improving the Quality of Life: The Experience of Women with MS from AI Chatbot Program


29. Evaluation of the Computational Complexity of Fundamental Algorithms for Sentiment Analysis in Natural Language Processing


30. An Efficient Training-Free Resume Matching System with NLP-Based Extraction and Custom Scoring for Enhanced Candidate Selection


31. Reconstruction of ECoG signals in response to visual stimuli to decipher the function of brain regions involved in visual processing using a model based on convolutional and regression networks.


32. Data Mining's Role in Crafting Intelligent Recommender Systems: A Systematic Review


33. Evaluating Parkinson's Disease Severity Through Attention-Based STGCN and S۲AGCN Models Utilizing Kinect Skeleton Images


34. Predictive Modeling of Escherichia coli Growth: The Role of Key Cellular Features


35. Implication of AI programs AlphaFold-۲ and ۳ in Predicting Complex Protein Assemblies: A Case Study on Barnacle Chthamalus malayensis Cement Adhesive Proteins


36. A Systematic Review of Deep Learning Applications in Parkinson's Disease Research


37. Deep Learning in Healthcare: Focusing on Interpretability and Data Quality Challenges for Enhanced Disease Detection


38. White blood cell image analysis using CNN model


39. Empowering Decision-Making in Venture Investments: A Systematic Review of Machine Learning Applications for Predicting Startup Success


40. A Comprehensive Approach to Predicting Customer Churn with XGBoost


41. Enhancing IoT Data Prediction Accuracy Using Deep Learning and Metaheuristic Algorithms


42. Efficient and Accurate Fairness Verification for Quantum Variational Circuits


43. Enhancing IoT Data Prediction Accuracy Using a Hybrid Neural Network and Genetic Algorithm Approach


44. Aβ۴۲/۴۰ ratio prediction using MRI images features for Alzheimer's Early Detection


45. Hybrid ANN and Ant Colony Algorithm for IoT Data Classification


46. Potential of machine learning algorithms for predicting the properties of medium-density fiberboard (MDF): preliminary results


47. An Overview of the Application of Artificial Intelligence in Schools


48. Examining the Role of Artificial Intelligence in Enhancing Educational Equity: A Systematic Review


49. The Role of Ethics in Autonomous Decision Making: Advancements in Artificial Moral Agents


50. Strategies and Future Horizons of Innovative Entrepreneurship in AI-Based Programming


51. Enhanced Early Diagnosis of Parkinson's Disease via Transformer-Based Deep Learning and GAN-Augmented Handwriting Analysis


52. Inferring organizational duties from Persian administrative and employment laws using Large Language Models (LLMs) and few-shot learning


53. Development and Validation of the Comprehensive Persian Social Perception Dictionary using a Semi-automated Method


54. Generation for the Qur'anic chapters by summarizing them


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