Click on the links below to join the virtual session rooms.
Wednesday – Dec 18, 2024 | ||
10:00 – 10:40 | ||
10:40 – 11:20 | ||
11:20 – 12:00 | ||
12:00 – 13:30 | Lunch – on your own | |
13:00 – 13:15 | A One-Dimensional Convolutional Neural Network Intrusion Detection System on the CICDDoS2019 Dataset in Cloud Environments (Payam Mahmoudi Nasr, Elmira Majidi Hatkehloui) | Predicting Patient’s Recovery Process using Electronic Health Records with Supervised Variational Autoencoder (A Batooei, E Nazerfard, A Askari) |
13:15 – 13:30 | An Artificial Neural Networks Approach in Estimating Implied Volatility (Navideh Modarresi, Reza Kazemi, Alireza Mousavi) | Re-evaluation and Validation of Graph Neural Network for Predicting Drug-Target Binding Affinity (Kowsar Ghomi, Bahram Sadeghi Bigham) |
13:30 – 13:45 | Anomaly Detection using ConvLSTM Autoencoder in Smart Home Environments (Zahra Atashgahi, Mohammadreza Jafaei, Ehsan Nazerfard, Alireza Nadali) | Advancing Ocean Level Prediction with Machine Learning (Nilufar Makky, Ahmad Moradi) |
13:45 – 14:00 | A Novel Multi-Task Learning Architecture for COVID-19 Detection and Lung Infection Segmentation in CT Scans (Shirin Kordnoori, Maliheh Sabeti, Hamidreza Mostafaei, Saeed Seyed Agha Banihashemi) | The Application and Effectiveness of Machine Learning and Deep Learning Methods in Analyzing and Predicting the Shanghai Stock Index (Raziye Rafibakhsh, Ali Mohades Khorasani, MohammadAmin Rezazadeh) |
14:00 – 14:15 | Comparative Analysis of MLP and RBF Neural Networks for Heart Disease Diagnosis: The Impact of Feature Selection on Model Performance (Fatemeh Moaven, Mostafa Abbaszadeh, Mahboubeh Molavi-Arabshahi) | Transfer Time Reduction for Offloading in the Mobile Edge Computing using Machine Learning (Sorayya Gharravi, Seyed Morteza Babamir) |
14:15 – 14:30 | Application of Fixed Structure Learning Automata for Designing Intrusion Detection Systems (Kayvan Asghari) | Enhancing Temporal Action Localization with 3D Input and Attention Mechanisms (Mozhgan Mokari, Khosrow Haj Sadeghi) |
14:30 – 14:45 | Enhanced Parameter Estimation in the Generalized Kuramoto Sivashinsky Equation Using Physics Informed Neural Networks and Maximum Likelihood Estimation (Mahya Pashapour, Mostafa Abbaszadeh, Mehdi Dehghan) | Optimizing Drug-Disease Association Analysis: A Resource-Efficient Approach Using Numerical Linear Algebra and Machine Learning (Zahra Rafei, Seyedeh Fatemeh Hosseini, Behnam Yousefimehr, Sajed Tavakkoli, Mehdi Ghatee) |
14:45 – 15:00 | RFBfeat Deep Neural Network for Cross-View Remote Sensing Image Matching (Mohammad Erfan Messbah, Ali Jafari) | Improving Breast Cancer Prognosis via Multi-Gene Machine Learning Model (Fateme Azizi, Bahram Sadeghi Bigham, Mahboobe Zarrabi) |
15:00 – 16:00 | ||
16:00 – 17:00 | ||
17:00 – 17:15 | Relational Graph Convolutional Networks for Sentiment Analysis (Asal Khosravi, Zahed Rahmati, Ali Vefghi) | Is Evaluation Based on Accuracy of Classification Algorithms Misleading? An Approach to Model Validation Using Bayes Error Rate (Hossein Kazemzadeh G., Adel Mohammadpour) |
17:15 – 17:30 | Analyzing Persian Twitter Sentiments on the Arbaeen Walk: A Comparative Study of LDA and BERTopic with the Arbaeen Tweets Dataset (Zeynab Didehkhani) | Metaheuristic Algorithms in Video Games: A Case Study of Pac-Man (Rashin Gholijani Farahani, Niloofar Mirzaei Chahardeh) |
17:30 – 17:45 | Two-Stage Classifier for Detecting Campaign Negativity with Axis Embeddings in Persian Tweets (Fatemeh Rajabi, Ali Mohades) | The Effect of Computer Games on the Personality and Creativity of Students of University Interested in Gaming Using Data Mining Techniques (Niloofar Mirzaei Chahardeh, Mahdi Mazinani) |
17:45 – 18:00 | Conditions of an Appropriate Dataset for Movie Conversational Recommender: The Users’ Point of View (Tayyebeh Saeedi, Ali Mohades, Hossein Zeinali) | ICSE: Interpretable Counterfactual/SemiFactual Explanations (Sooroush Riazi, Mohamad Akbari, Zahed Rahmati) |
Thursday – Dec 19, 2024 | ||
8:30 – 8:45 | Machine Learning for Food Demand Prediction: A CatBoost Regression Model (Pouria Mirzaei, Dr. Ali Shahande) | Fuzzy Ex-RL: Fuzzy Experience-Based Reinforcement Learning (Ali Ghandi, Saeed Bagheri Shouraki) |
8:45 – 9:00 | The Predictor-Based Method for Signal Detection in Time Series Data, Case Study: Financial Markets of Iran in Corona Virus Pandemic (Amir Hossein Ghatari, Seyed Reza Seyed Ali Mortezaei) | Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN) (Sharifi Mohammadreza) |
9:00 – 9:15 | Enhancing Epidemiological Models with Parameter Estimation and Symbolic Regression: A Case Study on COVID-19 (Shila Rezvani) | BCGNN: Machine Learning based Breast Cancer Classification Improvement Using Graph Neural Network (Alireza Kazempoor Choobari, Sadegh Sulaimany) |
9:15 – 9:30 | Using Deep Reinforcement Learning Technique for Distributed Denial of Service Attack Detection in Software Defined Networks (Khashayar Delavari,Mehran Shetabi,Sayed Alireza Sadrossadat) | A Convolutional Neural Network Approach to Schizophrenia Detection Based on Wavelet Transformed EEG Signals (Mohammad Reza Sheikh, Maliheh Sabeti) |
9:30 – 9:45 | A Comparative Study of YOLOv8 Segmentation and Detection Models for Urban Object Detection & Classification in SAR Images (Arya Ahadi, Mohammadreza Hassannejad Bibalan) | Find Effective Features and Optimal Algorithms for Predicting Student Performance in Mathematics and Science (Mahboubeh Molavi Arabshahi, Narges Ghanbari) |
9:45 – 10:00 | On the Space Complexity of Counting Triangles Using Oracles (Hossein Jowhari, Arash Rahmati) | Enhanced MOGA-DBSCAN: Improving Clustering Quality with a Density-Adjusted Outlier Index (Hossein Eyvazi , Ali Rajaei) |
10:00 – 10:15 | Self-Representation Unsupervised Feature Selection based on Non-Negative Matrix Factorization (Hossein Nasser Assadi, Faranges Kyanfar, Farid Saberi-Movahed, Abbas Salemi) | From Images to Insights: Advanced CNN Architectures for Accurate Malaria Cell Classification (Tahereh Majidi. Samira Qasemi, Saeedeh Kamjoo, Mehrdad Lakestani) |
10:15 – 10:30 | An Improvement of the Performance of Polar-Space-Trained DuAT Models for the Segmentation of Dermoscopic Images Parham Izadi Ghahfarokhi | Climate Forecasting by Bidirectional Recurrent Neural Networks (Sepehr Abbaspour, Hedieh Sajedi) |
10:30 – 11:00 | Coffee Break | |
11:00 – 11:15 | Early Detection of Alzheimer’s-like Behavior Using Deep Learning and Sensor Data in a Smart Home Environment (Mohammadamin Ahanin, Mobina Riahi, Mohammad Sadegh Rezaei) | Identifying factors affecting tourist destinations in Iran: Supervised Learning Approach (Mahdi Nezami) |
11:15 – 11:30 | Applications of Deep Learning to Predict Ocean-Atmospheric Characteristics (Atefeh Pourkarimian, Mahdi Mohammad Mahdizadeh, Mohammad Reza Khalilabadi) | Spinal sagittal alignment: investigation of postoperative pelvic kinematic improvement in patients with spinal sagittal imbalance using machine learning methods (Sadegh Madadi, Mostafa Rostami, Hadi Farahani, Farshad Nikouee, Mohammad Samadian, Ram Haddas) |
11:30 – 11:45 | Impact of Feature Types on Boundary Detection Between Metadata and Body in Persian Theses (Nima Shadman, Jalal A. Nasiri) | A Modified Fractional Physics-Informed Neural Networks for Solving Fractional Reaction-Diffusion Problems (Maryam Mohammadi, Mohadese Ramezani, Reza Mokhtari) |
11:45 – 12:00 | Automated Defect Detection and Grading of Piarom Dates Using Deep Learning (Nasrin Azimi Danial Mohammad Rezaei) | A Hybrid Method Based on Least Squares Support Vector Regression and Orthonormal Bernoulli Polynomials for Solving Fredholm Integral Equations (Marzieh Pourbabaee) |
12:00 – 12:15 | Pattern Vectors with the Characteristic Coefficients (Asma Zeynali, Dariush Kiani, Sara Saeedi Madani) | The Neural Network Method for Solving Lane–Emden Equation with Chebyshev Polynomials of Second Kind (Marzieh Pourbabaee) |
12:15 – 12:30 | CTENet: A Weakly Supervised Approach to Camouflage Detection Using Enhanced Texture, Contrast, and Edges (Fateme Ekhtiari, Dr.Ali Jafari, MohammadErfan Mesbah) | PhIGT: Physics-Informed Graph Transformer for Planar Cable-Driven Parallel Robot Forward Kinematics (Javad Khoramdel, Ahmad Moori) |
12:30 – 12:45 | Proximal Policy Optimization with Adaptive Generalized Advantage Estimate (Naemeh Mohammadpour, Meysam Fozi, Mohammad Mehdi Ebadzadeh, Ali Azimi, Ali Kamalie Iglie) | |