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:: Machine Vision and its Application 1 (Image Segmentation and Medical Imaging)
Session Date : 2024-11-19
Start time : 13:00
Presentation Type : Oral
Session Chairman : Dr. Mahdi Saadatmand
Session place : Green Web Click Here
Paper Id Title of paper Authors Presentation Time
1 1087   Camouflage Object Segmentation with Attention-Guided Pix2Pix and Boundary Awareness Erfan Akbarnezhad Sany - Fatemeh Naserizadeh - Parsa Sinichi - Seyyed Abed Hosseini 13:00 - 13:25
2 1060   Hybrid Vision Transformer for Detection of Dentigerous Cysts in Dental Radiography Images Reza Tavasoli - Arya VarastehNezhad - Hamed Farbeh 13:25 - 13:50
3 1129   Segmentation of Coronary Artery Stenosis in X-ray Angiography using Mamba Models Fatemeh Fouladi - Ali Rostami - Hedieh Sajedi 13:50 - 14:15
4 1055   Mitochondrial Segmentation in Microscopy Images Using UNet-VGG19 Zerek Sediq Hossein - Rojiar Pir Mohammadiani - Saadat Izadi 14:15 - 14:40
:: Machine Vision and its Application 2 (Deep Learning and Image Classification)
Session Date : 2024-11-19
Start time : 13:00
Presentation Type : Oral
Session Chairman : Ali Mousavi
Session place : Samian Soft Click Here
Paper Id Title of paper Authors Presentation Time
1 1069   Fine-tuned Generative Adversarial Network-based Model for Medical Image Super-Resolution Alireza Aghelan - Modjtaba Rouhani 13:00 - 13:25
2 1144   Enhanced Skin Cancer Classification Using Deep Learning and Gradient Boosting Techniques Amir Mohammad Sharafaddini - Najme Mansouri 13:25 - 13:50
3 1028   YOLOatt-Med: YOLO-Based Attention Mechanism for Medical Image Classification Fatemeh Naserizadeh - Erfan Akbarnezhad Sany - Parsa Sinichi - Seyyed Abed Hosseini 13:50 - 14:15
4 1041   Attention-Boosted Ensemble of Pre-trained Convolutional Neural Networks for Accurate Diabetic Retinopathy Detection Benyamin Mirab Golkhatmi - Mohammad Hossein Moattar 14:15 - 14:40
:: Machine Learning and its Application 1 (Deep Learning and Classification)
Session Date : 2024-11-19
Start time : 13:00
Presentation Type : Oral
Session Chairman : Dr. Mahmoud Amintoosi
Session place : Part Click Here
Paper Id Title of paper Authors Presentation Time
1 1130   Improving Motor Imagery Classification in BCI Systems Using EMD and Multi-Layer CNNs Reza Arghand - Ali Chaibakhsh - Moein Radman 13:00 - 13:25
2 1035   Non-Negative Matrix Factorization improves Residual Neural Networks Hojjat Moayed 13:25 - 13:50
3 1025   Machine and Deep Learning Models for Prediction of Small Molecule–Biotech Drug Pair’s Interactions Fatemeh Nasiri - Mohsen Hooshmand 13:50 - 14:15
4 1125   Novel Insights in Deep Learning for Predicting Climate Phenomena Mohammad Naisipour - Saghar Ganji - Iraj Saeedpanah - Behnam Mehrakizadeh - Ahmad Reza Labibzadeh 14:15 - 14:40
:: Machine Learning and its Application 2 (Natural Language Processing and Text Analysis)
Session Date : 2024-11-19
Start time : 13:00
Presentation Type : Oral
Session Chairman : Modjtaba Rouhani
Session place : System Group Click Here
Paper Id Title of paper Authors Presentation Time
1 1123   Optimizing Text-Based Protocol Clustering in Reverse Engineering with Auto-Encoders and Fine-Tuned Parameters Shiva Mahmoudzadeh - Mohaddese Nemati - Mehdi Teimouri 13:00 - 13:25
2 1050   Distinguishing Abstracts of Human-Written and ChatGPT-Generated Papers in the Field of Computer Science Mohsen Arzani - Hamed Vahdat-Nejad - Matin Hossein-Pour 13:25 - 13:50
3 1067   Enhancing Persian Word Sense Disambiguation with Large Language Models: Techniques and Applications Fatemeh Zahra Arshia - Saeedeh Sadat Sadidpour 13:50 - 14:15
4 1073   Leveraging Self-Supervised Models for Automatic Whispered Speech Recognition Aref Farhadipour - Homa Asadi - Volker Dellwo 14:15 - 14:40
:: Software and Knowledge Engineering 1 (Natural Language Processing and Text Mining)
Session Date : 2024-11-19
Start time : 13:00
Presentation Type : Oral
Session Chairman : Mohsen Kahani
Session place : Neshan Click Here
Paper Id Title of paper Authors Presentation Time
1 1104   Distilled BERT Model In Natural Language Processing Yazdan Zandiye Vakili - Avisa Fallah - Hedieh Sajedi 13:00 - 13:25
2 1012   Automated software design using Machine Learning With Natural Language Processing Fahimeh Khedmatkon - Seyed Mohammad Hossein Hasheminejad - Jaleh Shoshtarian Malak 13:25 - 13:50
:: Machine Vision and its Application 3 (Image-Text and Cross-Modal Learning)
Session Date : 2024-11-19
Start time : 15:30
Presentation Type : Oral
Session Chairman : Dr. Mehdi Salkhordeh Haghighi
Session place : Green Web Click Here
Paper Id Title of paper Authors Presentation Time
1 1118   Deep Learning-Based Malaysian Sign Language (MSL) Recognition: Exploring the Impact of Color Spaces Ervin Gubin Moung - Precilla Fiona Suwek - Maisarah Mohd Sufian - Valentino Liaw - Ali Farzamnia - Wei Leong Khong 15:30 - 15:55
2 1001   A Comprehensive Dataset of Real-scene Images for Text Detection and Recognition in Persian Iman Souzanchi - Ramin Rahimi - Mohammad Ali Majidi Anvari - Atefeh Baniasadi - Ashkan Sadeghi - Mohammad Reza Mohammadi 15:55 - 16:20
3 1045   A Novel Approach for Image-Text Matching Cross-Modal Space Learning Amirreza Ebrahimi - Mohammad Javad Parseh - Pejman Rasti 16:20 - 16:45
4 1132   TriMAE: Fashion visual search with Triplet Masked Auto Encoder Vision Transformer Lachin Zamani - Reza Azmi 16:45 - 17:10
:: Machine Vision and its Application 4 (Algorithms and Optimization in Machine Learning)
Session Date : 2024-11-19
Start time : 15:30
Presentation Type : Oral
Session Chairman : Dr. Atieh Gharib
Session place : Samian Soft Click Here
Paper Id Title of paper Authors Presentation Time
1 1083   Adaptive Multi-Scale Attentional Network for Semantic Segmentation of Remote Sensing Images Melika Zare - Sattar Hashemi 15:30 - 15:55
2 1048   Evolutionary Approach to GAN Hyperparameter Tuning: Minimizing Discriminator and Generator Loss Functions Sajad Haghzad Klidbary - Anahita Babaei - Ramin Ghorbani 15:55 - 16:20
3 1021   FedBrain-Distill: Communication-Efficient Federated Brain Tumor Classification Using Ensemble Knowledge Distillation on Non-IID Data Rasoul Jafari Gohari - Laya Aliahmadipour - Ezat Valipour 16:20 - 16:45
4 1117   Optimizing Foreign Exchange Trading Performance Through Reinforcement Machine Learning Framework Ervin Gubin Moung - Hani Yasmin Binti Murnizam - Maisarah Mohd Sufian - Valentino Liaw - Ali Farzamnia - Lorita Angeline 16:45 - 17:10
:: Machine Learning and its Application 3 (Feature Engineering and Model Optimization)
Session Date : 2024-11-19
Start time : 15:30
Presentation Type : Oral
Session Chairman : Yahya Forghani
Session place : Part Click Here
Paper Id Title of paper Authors Presentation Time
1 1174   Cluster Sampling: A Cluster-Driven Sampling Strategy for Deep Metric Learning Hamideh Rafiee - Ahmad Ali Abin - Seyed Soroush Majd 15:30 - 15:55
2 1008   Virus-Antiviral Prediction Using Machine and Deep Learning Methods Shayan Majidifar - Fatemeh Nasiri - Mohsen Hooshmand 15:55 - 16:20
3 1146   Leveraging a structure-based and learning-based predictor using various feature groups in bioinformatics (case study: protein-peptide region residue-level interaction) Shima Shafiee - Abdolhossein Fathi 16:20 - 16:45
4 1140   Automating Theory of Mind Assessment with a LLaMA-3-Powered Chatbot: Enhancing Faux Pas Detection in Autism Avisa Fallah - Ali Keramati - Mohammad Ali Nazari - Fatemeh Sadat Mirfazeli 16:45 - 17:10
:: Software and Knowledge Engineering 2 (Data Mining and User Interaction Analysis)
Session Date : 2024-11-19
Start time : 15:30
Presentation Type : Oral
Session Chairman : Mohammad Hossein Moattar
Session place : System Group Click Here
Paper Id Title of paper Authors Presentation Time
1 1002   Fast and Accurate Motif Discovery in Protein Sequences Using Parallel Processing with OpenMP Rahele Mohammadi - Mahmoud Naghibzadeh - Abdorreza Savadi 15:30 - 15:55
2 1017   Assessing Users' Influence on Respondents in Conversation Quality: A Quantitative Study on Reddit Based on the Cooperative Principle Afsaneh Habibi - Fattaneh Taghiyareh 15:55 - 16:20
3 1167   Designing an IT2 Fuzzy Rule-based System for Emotion Recognition Using Biological Data Mahsa Keshtkar - Hooman Tahayori 16:20 - 16:45
4 1092   An Improved and Accurate Measure for Mining Correlated High-utility Itemsets Amir Masoud Heidari Orojloo - Morteza Keshtkaran 16:45 - 17:10
:: Computer Network and Security 1 (IoT and Smart Home Technologies)
Session Date : 2024-11-19
Start time : 15:30
Presentation Type : Oral
Session Chairman : Mohammad Javad Sobouti
Session place : Neshan Click Here
Paper Id Title of paper Authors Presentation Time
1 1178   Smart Home Connectivity: Identifying the Best IoT Application Layer Protocols Hossein Shahinzadeh - Zohreh Azani - Sundus F. Al-Hameedawi - S. Mohammadali Zanjani - Saiedeh Mehrabani-Najafabadi - Mohammadreza Hemmati 15:30 - 15:55
2 1122   Enhanced Autoencoder-based Clustering for Message Analysis in Binary Protocols Mohaddese Nemati - Shiva Mahmoudzadeh - Mehdi Teimouri 15:55 - 16:20
3 1061   Adaptive-A-GCRNN: Enhancing Real-time Multi-band Spectrum Prediction through Attention-based Spatial-Temporal Modeling Seyed majid Hosseini - Seyedeh Mozhgan Rahmatinia - Seyed Amin Hosseini Seno - Hadi Sadoghi yazdi 16:20 - 16:45
4 1068   An Energy-efficient Clustering Method based on Butterfly Optimization Algorithm by Considering the Criterion of Intra-cluster Distances in WSNs Fariba Saghi Hadi S. Aghdasi 16:45 - 17:10
:: Machine Vision and its Application 5 (Video and Capsule Networks)
Session Date : 2024-11-20
Start time : 09:00
Presentation Type : Oral
Session Chairman : Dr. Soheila Ashkezari-Toussi
Session place : Green Web Click Here
Paper Id Title of paper Authors Presentation Time
1 1177   Frame Classification in Video Capsule Endoscopy Using an Improved Capsule Network Amirhossein Ghaemi - Habibollah Danyali - Alireza Ghaemi 09:00 - 09:25
2 1142   An Ensemble CNN for Brain Age Estimation based on Hippocampal Region Applicable to Alzheimer's Diagnosis Zahra Qodrati - Seyedeh Masoumeh Taji - Habibollah Danyali - Kamran Kazemi 09:25 - 09:50
3 1153   Optimizing MR Image Registration for Accurate Brain Volume Measurement in Children with Autism Spectrum Disorder Shiva Sanati - Mahdi Saadatmand 09:50 - 10:15
4 1093   Towards Efficient Capsule Networks through Approximate Squash Function and Layer-wise Quantization Mohsen Raji - Kimia Soroush - Amir Ghazizadeh 10:15 - 10:40
:: Machine Vision and its Application 6 (Vehicle Recognition and Detection)
Session Date : 2024-11-20
Start time : 09:00
Presentation Type : Oral
Session Chairman : Ehsan Fazl-Ersi
Session place : Samian Soft Click Here
Paper Id Title of paper Authors Presentation Time
1 1044   Enhancing Vehicle Make and Model Recognition with 3D Attention Modules Narges Semiromizadeh - Omid Nejati Manzari - Shahriar B. Shokouhi - Sattar Mirzakuchaki 09:00 - 09:25
2 1149   Bridging the Synthetic-to-Real Gap (BSRG): Creating Simulated Datasets for Domain Adaptation to Enhance Vehicle Detection Behnaz Sadeghigol - Mohammad Ali Keyvanrad 09:25 - 09:50
3 1078   XAI for Transparent Autonomous Vehicles: A New Approach to Understanding Decision-Making in Self-driving Cars Maryam Sadat Hosseini Azad - Amir Abbas Hamidi Imani - Shahriar Baradaran Shokouhi 09:50 - 10:15
4 1057   AL-YOLO: Accurate and Lightweight Vehicle and Pedestrian Detector in Foggy Weather Behdad Sadeghian Pour - Hamidreza Mohammadi Jozani - Shahriar Baradaran Shokouhi 10:15 - 10:40
:: Machine Learning and its Application 4 (Reinforcement Learning and Advanced Techniques)
Session Date : 2024-11-20
Start time : 09:00
Presentation Type : Oral
Session Chairman : Ahad Harati
Session place : Part Click Here
Paper Id Title of paper Authors Presentation Time
1 1108   An effective hybrid algorithm for locating splicing forgery image Seyed Hesamoddin Hosseini - Amene Vatanparast - Amir Hossein Taherinia 09:00 - 09:25
2 1095   A Deep Reinforcement Learning Approach Combining Technical and Fundamental Analyses with a Large Language Model for Stock Trading Mahan Veisi - Sadra Berangi - Mahdi Shahbazi Khojasteh - Armin Salimi-Badr 09:25 - 09:50
3 1135   AvashoG2P: A multi-module G2P Converter for Persian Ali Moghadaszadeh - Fatemeh Pasban - Mohsen Mahmoudzadeh - Maryam Vatanparast - Amirmohammad Salehoof 09:50 - 10:15
4 1015   Depression Diagnosis Using Optimization of Nonlinear EEG Features Based on Parametric Learning Tactics Ali Asadi Zeidabadi - Melika Changizi - Mahdi Zolfagharzadeh Kermani - Sara Bargi Barkouk 10:15 - 10:40
:: Computer Architecture and Digital Design & Computer Network and Security
Session Date : 2024-11-20
Start time : 09:00
Presentation Type : Oral
Session Chairman : Dr. Amir Farid Aminian Modarres
Session place : System Group Click Here
Paper Id Title of paper Authors Presentation Time
1 1005   Improve the utility of tensor cores by compacting sparse matrix technique Mohammad.S Abazari - Mahsa Zahedi - Abdorreza Savadi 09:00 - 09:25
2 1137   New Design of Efficient Reversible Quantum Saturation Adder Negin Mashayekhi - Mohammad Reza Reshadinezhad - Shekoofeh Moghimi 09:25 - 09:50
3 1143   Adaptive Active Queue Management for Time Slot Channel Hopping in Industrial Internet of Things Mehdi Zirak - Yasser Sedaghat - Mohammad Hossein Yaghmaee Moghaddam 09:50 - 10:15
4 1138   Supervised Contrastive Learning for Short Text Classification in Natural Language Processing Mitra Esmaeili - Hamed Vahdat nejad 10:15 - 10:40
:: Computer Network and Security 2 (Data Analysis and Machine Learning)
Session Date : 2024-11-20
Start time : 09:00
Presentation Type : Oral
Session Chairman : Sayed Kamaledin Ghiasi-Shirazi
Session place : Neshan Click Here
Paper Id Title of paper Authors Presentation Time
1 1018   Reversible Data Insertion in Encryption Domain Based on Reduced Quad Difference Expansion Alireza Ghaemi - Mohammad Zare Ehteshami - Amirhossein Ghaemi 09:00 - 09:25
2 1152   Ramp Progressive Secret Image Sharing using Ensemble of Simple Methods Atieh Mokhtari - Mohammad Taheri 09:25 - 09:50
3 1159   Enhancing Cloud Security with Federated CNN-LSTM: A Novel Approach to Intrusion Detection Reyhaneh Ilaghi - Raheleh Ilaghi - Fereshteh Rahmani - Seyyed hamid Ghafoori 09:50 - 10:15
4 1114   Classification of Audio Streaming in Network Traffic Based on Machine Learning Methods Mohammad Nikbakht - Mehdi Teimouri 10:15 - 10:40
:: Machine Vision and its Application 7 (Gesture and Activity Recognition)
Session Date : 2024-11-20
Start time : 13:00
Presentation Type : Oral
Session Chairman : Dr. Jalal Nasiri
Session place : Green Web Click Here
Paper Id Title of paper Authors Presentation Time
1 1115   Paddy Plant Stress Identification Using Few-Shot Learning Framework Ervin Gubin Moung - Pavindrah Naidu a/l Narayanasamy Naiidu - Maisarah Mohd Sufian - Valentino Liaw - Ali Farzamnia - Lorita Angeline 13:00 - 13:25
2 1107   A Federated Learning-Based Hybrid Deep Learning Framework for Enhanced Human Activity Recognition Jamileh Azmoudeh - Sajjad Arghaee - Parisa Valizadeh - Samaneh Dandani - Iman Havangi - Mohammad Hossein Yaghmaee 13:25 - 13:50
3 1180   AI-Driven Relocation Tracking in Dynamic Kitchen Environments Arash Nasr Esfahani - Hamed Hosseini - Mehdi Tale Masouleh - Ahmad Kalhor - Hedieh Sajedi 13:50 - 14:15
4 1052   Improving ADHD Detection with Cost-Sensitive LightGBM Behnam Yousefimehr - Mehdi Ghatee - Ali Heydari 14:15 - 14:40
:: Machine Vision and its Application 8 (Image Analysis and Change Detection)
Session Date : 2024-11-20
Start time : 13:00
Presentation Type : Oral
Session Chairman : Vahid Torkzadeh
Session place : Samian Soft Click Here
Paper Id Title of paper Authors Presentation Time
1 1166   Multi-source Ensemble Model for Scene Recognition Amir Hossein Saleknia - Ahmad Ayatollahi 13:00 - 13:25
2 1171   Multi-Digit Handwritten Recognition: A CNN-LSTM Hybrid Approach with Wavelet Transforms Amin Kazempour - Jafar Tanha 13:25 - 13:50
3 1121   Optimizing Question-Answering Framework Through Integration of Text Summarization Model and Third-Generation Generative Pre-Trained Transformer Ervin Gubin Moung - Toh Sin Tong - Maisarah Mohd Sufian - Valentino Liaw - Ali Farzamnia - Farashazillah Yahya 13:50 - 14:15
4 1154   Dynamic Hand Gesture Recognition with 2DCNN-LSTM and Improved Keyframe Extraction Narjes Heidari - Javid Norouzi - Mohammad Sadegh Helfroush - Habibollah Danyal 14:15 - 14:40
:: Machine Learning and its Application 5 (Customer Segmentation and Prediction)
Session Date : 2024-11-20
Start time : 13:00
Presentation Type : Oral
Session Chairman : Mohammad Allahbakhsh
Session place : Part Click Here
Paper Id Title of paper Authors Presentation Time
1 1148   A Cost-Sensitive Genetic Algorithm for Customer Segmentation in Auto Insurances Alireza Khajenoori - Mohammad Saniee Abadeh - Mohsen Mohammadzadeh 13:00 - 13:25
2 1062   Innovative Customer Segmentation based on Multi-Step Sequential Deep Clustering in the Telecommunication Industry Fatemeh Jalali Farahani - Shima Tabibian 13:25 - 13:50
3 1037   Efficient Prediction of Cardiovascular Disease via Extra Tree Feature Selection Mina Abroodi - Mohammad Reza Keyvanpour - Ghazaleh Kakavand Teimoory 13:50 - 14:15
4 1040   Evaluation of Efficient Electrocardiomatrix-based Identification Using Deep Learning Methods Amirhossein Safari - Narges Mokhtari - Mohsen Hooshmand - Sadegh Sadeghi - Peyman Pahlevani 14:15 - 14:40
:: Machine Learning and its Application 6 (Time Series and Forecasting)
Session Date : 2024-11-20
Start time : 13:00
Presentation Type : Oral
Session Chairman : Dr. Ali Yeganeh
Session place : System Group Click Here
Paper Id Title of paper Authors Presentation Time
1 1139   Forecasting El Niño Six Months in Advance Utilizing Augmented Convolutional Neural Network Mohammad Naisipour - Iraj Saeedpanah - Arash Adib - Mohammad Hossein Neisi Pour 13:00 - 13:25
2 1053   Real-Time Forecasting Using Mixed Frequency Time-Series Data Armin Khayati - Mohammad Taheri - Koorush Ziarati 13:25 - 13:50
3 1054   An Attention-Based Model for Clinical Time Series Prediction: Enhancing ICU Readmission Prediction Hananeh Sadat Madinei - Mohammad Reza Keyvanpour - Seyed Vahab Shojaedini 13:50 - 14:15
4 1059   Disturbance Rejection in Quadruple-Tank System by Proposing New Method in Reinforcement Learning Alireza Nezamzadeh - Mohammadreza Esmaeilidehkordi 14:15 - 14:40
:: Computer Network and Security 3 (Cloud Computing and Security)
Session Date : 2024-11-20
Start time : 13:00
Presentation Type : Oral
Session Chairman : Dr. Somayeh Sobati
Session place : Neshan Click Here
Paper Id Title of paper Authors Presentation Time
1 1102   FaaScaler: An Automatic Vertical and Horizontal Scaler for Serverless Computing Environments Zahra Rezaei - Saeid Abrishami - Seid Nima Moeintaghavi 13:00 - 13:25
2 1071   R2-BAC: A Novel Blockchain and IoT-Based Access Control Model for Supply Chain Management Sadegh Sohani - Farnaz Kamranfar - Haleh Amintoosi - Mohammad Allahbakhsh 13:25 - 13:50
3 1147   A Cloud Broker with Gap Analysis Perspective for Scheduling Multi-Workflows Across On-Demand and Reserved Resources Negin Shafinezhad - Hamidreza Abrishami - Saeid Abrishami 13:50 - 14:15
4 1119   A scalable blockchain-based educational network for data storage and assessment Maryam Fattahi Vanani - Hamidreza Shayegh Borujeni - Ali Nourollah 14:15 - 14:40
5 1096   An Interactive Approach for Query-based Multi-Document Scientific Text Summarization Mohammadsadra Nejati - Azadeh Mohebi - Abbas Ahmadi 14:40 - 15:05