Invited Talks
From Curse to Cure: Dimensionality Reduction Techniques in Machine Learning
Fatemeh Shakeri
Pages: 1-1
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BibTeX Citation
@inproceedings{shakeri2024curse,
title = {From Curse to Cure: Dimensionality Reduction Techniques in Machine Learning},
author = {Fatemeh Shakeri},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {1--1},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/IT.1.pdf},
editor = {Zahed Rahmati}
}
Vision Transformers
Mansoor Rezghi
Pages: 3-3
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BibTeX Citation
@inproceedings{rezghi2024vision,
title = {Vision Transformers},
author = {Mansoor Rezghi},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {3--3},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/IT.2.pdf},
editor = {Zahed Rahmati}
}
Understanding the Dynamics of Learning Linguistic Knowledge in Large Language Models
Hadi Amiri
Pages: 5-5
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BibTeX Citation
@inproceedings{amiri2024understanding,
title = {Understanding the Dynamics of Learning Linguistic Knowledge in Large Language Models},
author = {Hadi Amiri},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {5--5},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/IT.3.pdf},
editor = {Zahed Rahmati}
}
Innovative Uses of Machine Learning to Help Decision-Makers Build, Apply, and Interpret Simulation Models
Philippe J. Giabbanelli
Pages: 7-7
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BibTeX Citation
@inproceedings{giabbanelli2024innovative,
title = {Innovative Uses of Machine Learning to Help Decision-Makers Build, Apply, and Interpret Simulation Models},
author = {Philippe J. Giabbanelli},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {7--7},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/IT.4.pdf},
editor = {Zahed Rahmati}
}
Session 1A
A One-Dimensional Convolutional Neural Network Intrusion Detection System on the CICDDoS2019 Dataset in Cloud Environments
Elmira Majidi Hatkehloui, Payam Mahmoudi Nasr
Pages: 9-16
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BibTeX Citation
@inproceedings{majidi2024cnn,
title = {A One-Dimensional Convolutional Neural Network Intrusion Detection System on the CICDDoS2019 Dataset in Cloud Environments},
author = {Elmira Majidi Hatkehloui and Payam Mahmoudi Nasr},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {9--16},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/1A.1.pdf},
editor = {Zahed Rahmati}
}
An Artificial Neural Networks Approach in Estimating Implied Volatility
Navideh Modarresi, Reza Kazemi, Alireza Mousavi
Pages: 17-22
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BibTeX Citation
@inproceedings{modarresi2024ann,
title = {An Artificial Neural Networks Approach in Estimating Implied Volatility},
author = {Navideh Modarresi and Reza Kazemi and Alireza Mousavi},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {17--22},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/1A.2.pdf},
editor = {Zahed Rahmati}
}
Anomaly Detection using ConvLSTM Autoencoder in Smart Home Environments
Zahra Atashgahi, Mohammadreza Jafaei, Ehsan Nazerfard, Alireza Nadali
Pages: 23-30
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BibTeX Citation
@inproceedings{atashgahi2024anomaly,
title = {Anomaly Detection using ConvLSTM Autoencoder in Smart Home Environments},
author = {Zahra Atashgahi and Mohammadreza Jafaei and Ehsan Nazerfard and Alireza Nadali},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {23--30},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/1A.3.pdf},
editor = {Zahed Rahmati}
}
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
Pages: 31-40
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BibTeX Citation
@inproceedings{kordnoori2024multitask,
title = {A Novel Multi-Task Learning Architecture for COVID-19 Detection and Lung Infection Segmentation in CT Scans},
author = {Shirin Kordnoori and Maliheh Sabeti and Hamidreza Mostafaei and Saeed Seyed Agha Banihashemi},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {31--40},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/1A.4.pdf},
editor = {Zahed Rahmati}
}
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
Pages: 41-48
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BibTeX Citation
@inproceedings{moaven2024comparative,
title = {Comparative Analysis of MLP and RBF Neural Networks for Heart Disease Diagnosis: The Impact of Feature Selection on Model Performance},
author = {Fatemeh Moaven and Mostafa Abbaszadeh and Mahboubeh Molavi-Arabshahi},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {41--48},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/1A.5.pdf},
editor = {Zahed Rahmati}
}
Application of Fixed Structure Learning Automata for Designing Intrusion Detection Systems
Kayvan Asghari
Pages: 49-58
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BibTeX Citation
@inproceedings{asghari2024automata,
title = {Application of Fixed Structure Learning Automata for Designing Intrusion Detection Systems},
author = {Kayvan Asghari},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {49--58},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/1A.6.pdf},
editor = {Zahed Rahmati}
}
Enhanced Parameter Estimation in the Generalized Kuramoto Sivashinsky Equation Using Physics Informed Neural Networks and Maximum Likelihood Estimation
Mahya Pashapour, Mostafa Abbaszadeh, Mehdi Dehghan
Pages: 59-64
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BibTeX Citation
@inproceedings{pashapour2024enhanced,
title = {Enhanced Parameter Estimation in the Generalized Kuramoto Sivashinsky Equation Using Physics Informed Neural Networks and Maximum Likelihood Estimation},
author = {Mahya Pashapour and Mostafa Abbaszadeh and Mehdi Dehghan},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {59--64},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/1A.7.pdf},
editor = {Zahed Rahmati}
}
RFBfeat Deep Neural Network for Cross-View Remote Sensing Image Matching
Mohammad Erfan Messbah, Ali Jafari
Pages: 65-72
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BibTeX Citation
@inproceedings{messbah2024rbfeat,
title = {RFBfeat Deep Neural Network for Cross-View Remote Sensing Image Matching},
author = {Mohammad Erfan Messbah and Ali Jafari},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {65--72},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/1A.8.pdf},
editor = {Zahed Rahmati}
}
Session 1B
Predicting Patient's Recovery Process using Electronic Health Records with Supervised Variational Autoencoder
Zahra Atashgahi, Mohammadreza Jafaei, Ehsan Nazerfard, Alireza Nadali
Pages: 73-84
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BibTeX Citation
@inproceedings{atashgahi2024predicting,
title = {Predicting Patient's Recovery Process using Electronic Health Records with Supervised Variational Autoencoder},
author = {Zahra Atashgahi and Mohammadreza Jafaei and Ehsan Nazerfard and Alireza Nadali},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {73--84},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/1B.1.pdf},
editor = {Zahed Rahmati}
}
Re-evaluation and Validation of Graph Neural Network for Predicting Drug-Target Binding Affinity
Kowsar Ghomi, Bahram Sadeghi Bigham
Pages: 85-92
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BibTeX Citation
@inproceedings{ghomi2024reevaluation,
title = {Re-evaluation and Validation of Graph Neural Network for Predicting Drug-Target Binding Affinity},
author = {Kowsar Ghomi and Bahram Sadeghi Bigham},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {85--92},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/1B.2.pdf},
editor = {Zahed Rahmati}
}
Advancing Ocean Level Prediction with Machine Learning
Nilufar Makky, Ahmad Moradi
Pages: 93-100
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BibTeX Citation
@inproceedings{makky2024advancing,
title = {Advancing Ocean Level Prediction with Machine Learning},
author = {Nilufar Makky and Ahmad Moradi},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {93--100},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/1B.3.pdf},
editor = {Zahed Rahmati}
}
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
Pages: 101-112
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BibTeX Citation
@inproceedings{rafibakhsh2024application,
title = {The Application and Effectiveness of Machine Learning and Deep Learning Methods in Analyzing and Predicting the Shanghai Stock Index},
author = {Raziye Rafibakhsh and Ali Mohades Khorasani and MohammadAmin Rezazadeh},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {101--112},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/1B.4.pdf},
editor = {Zahed Rahmati}
}
Transfer Time Reduction for Offloading in the Mobile Edge Computing using Machine Learning
Sorayya Gharravi, Seyed Morteza Babamir
Pages: 113-122
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BibTeX Citation
@inproceedings{gharravi2024transfer,
title = {Transfer Time Reduction for Offloading in the Mobile Edge Computing using Machine Learning},
author = {Sorayya Gharravi and Seyed Morteza Babamir},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {113--122},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/1B.5.pdf},
editor = {Zahed Rahmati}
}
Enhancing Temporal Action Localization with 3D Input and Attention Mechanisms
Mozhgan Mokari, Khosrow Haj Sadeghi
Pages: 123-130
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BibTeX Citation
@inproceedings{mokari2024enhancing,
title = {Enhancing Temporal Action Localization with 3D Input and Attention Mechanisms},
author = {Mozhgan Mokari and Khosrow Haj Sadeghi},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {123--130},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/1B.6.pdf},
editor = {Zahed Rahmati}
}
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
Pages: 131-138
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BibTeX Citation
@inproceedings{rafei2024optimizing,
title = {Optimizing Drug-Disease Association Analysis: A Resource-Efficient Approach Using Numerical Linear Algebra and Machine Learning},
author = {Zahra Rafei and Seyedeh Fatemeh Hosseini and Behnam Yousefimehr and Sajed Tavakkoli and Mehdi Ghatee},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {131--138},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/1B.7.pdf},
editor = {Zahed Rahmati}
}
Improving Breast Cancer Prognosis via Multi-Gene Machine Learning Model
Fateme Azizi, Bahram Sadeghi Bigham, Mahboobe Zarrabi
Pages: 139-146
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BibTeX Citation
@inproceedings{azizi2024improving,
title = {Improving Breast Cancer Prognosis via Multi-Gene Machine Learning Model},
author = {Fateme Azizi and Bahram Sadeghi Bigham and Mahboobe Zarrabi},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {139--146},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/1B.8.pdf},
editor = {Zahed Rahmati}
}
Session 2A
Relational Graph Convolutional Networks for Sentiment Analysis
Asal Khosravi, Zahed Rahmati, Ali Vefghi
Pages: 147-158
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BibTeX Citation
@inproceedings{khosravi2024relational,
title = {Relational Graph Convolutional Networks for Sentiment Analysis},
author = {Asal Khosravi and Zahed Rahmati and Ali Vefghi},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {147--158},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/2A.1.pdf},
editor = {Zahed Rahmati}
}
Analyzing Persian Twitter Sentiments on the Arbaeen Walk: A Comparative Study of LDA and BERTopic with the Arbaeen Tweets Dataset
Zeynab Didehkhani
Pages: 159-172
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BibTeX Citation
@inproceedings{didehkhani2024analyzing,
title = {Analyzing Persian Twitter Sentiments on the Arbaeen Walk: A Comparative Study of LDA and BERTopic with the Arbaeen Tweets Dataset},
author = {Zeynab Didehkhani},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {159--172},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/2A.2.pdf},
editor = {Zahed Rahmati}
}
Two-Stage Classifier for Detecting Campaign Negativity with Axis Embeddings in Persian Tweets
Fatemeh Rajabi, Ali Mohades Khorasani
Pages: 173-182
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BibTeX Citation
@inproceedings{rajabi2024twostage,
title = {Two-Stage Classifier for Detecting Campaign Negativity with Axis Embeddings in Persian Tweets},
author = {Fatemeh Rajabi and Ali Mohades Khorasani},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {173--182},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/2A.3.pdf},
editor = {Zahed Rahmati}
}
Conditions of an Appropriate Dataset for Movie Conversational Recommender: The Users' Point of View
Tayyebeh Saeedi, Ali Mohades Khorasani, Hossein Zeinali
Pages: 183-188
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BibTeX Citation
@inproceedings{saeedi2024conditions,
title = {Conditions of an Appropriate Dataset for Movie Conversational Recommender: The Users' Point of View},
author = {Tayyebeh Saeedi and Ali Mohades Khorasani and Hossein Zeinali},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {183--188},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/2A.4.pdf},
editor = {Zahed Rahmati}
}
Session 2B
Is Evaluation Based on Accuracy of Classification Algorithms Misleading? An Approach to Model Validation Using Bayes Error Rate
Hossein Kazemzadeh Gharechopogh, Adel Mohammadpour
Pages: 189-194
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BibTeX Citation
@inproceedings{gharechopogh2024evaluation,
title = {Is Evaluation Based on Accuracy of Classification Algorithms Misleading? An Approach to Model Validation Using Bayes Error Rate},
author = {Hossein Kazemzadeh Gharechopogh and Adel Mohammadpour},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {189--194},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/2B.1.pdf},
editor = {Zahed Rahmati}
}
Metaheuristic Algorithms in Video Games: A Case Study of Pac-Man
Rashin Gholijani Farahani, Niloofar Mirzaei Chahardeh
Pages: 195-202
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BibTeX Citation
@inproceedings{farahani2024metaheuristic,
title = {Metaheuristic Algorithms in Video Games: A Case Study of Pac-Man},
author = {Rashin Gholijani Farahani and Niloofar Mirzaei Chahardeh},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {195--202},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/2B.2.pdf},
editor = {Zahed Rahmati}
}
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
Pages: 203-212
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BibTeX Citation
@inproceedings{chahardeh2024effect,
title = {The Effect of Computer Games on the Personality and Creativity of Students of University Interested in Gaming Using Data Mining Techniques},
author = {Niloofar Mirzaei Chahardeh and Mahdi Mazinani},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {203--212},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/2B.3.pdf},
editor = {Zahed Rahmati}
}
Session 3A
Machine Learning for Food Demand Prediction: A CatBoost Regression Model
Pouria Mirzaei, Ali Shahande
Pages: 213-220
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BibTeX Citation
@inproceedings{mirzaei2024food,
title = {Machine Learning for Food Demand Prediction: A CatBoost Regression Model},
author = {Pouria Mirzaei and Ali Shahande},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {213--220},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/3A.1.pdf},
editor = {Zahed Rahmati}
}
A 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
Pages: 221-230
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BibTeX Citation
@inproceedings{ghatari2024predictor,
title = {A Predictor-Based Method for Signal Detection in Time Series Data, Case Study: Financial Markets of Iran in Corona Virus Pandemic},
author = {Amir Hossein Ghatari and Seyed Reza Seyed Ali Mortezaei},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {221--230},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/3A.2.pdf},
editor = {Zahed Rahmati}
}
Enhancing Epidemiological Models with Parameter Estimation and Symbolic Regression: A Case Study on COVID-19
Shila Rezvani
Pages: 231-236
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BibTeX Citation
@inproceedings{rezvani2024enhancing,
title = {Enhancing Epidemiological Models with Parameter Estimation and Symbolic Regression: A Case Study on COVID-19},
author = {Shila Rezvani},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {231--236},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/3A.3.pdf},
editor = {Zahed Rahmati}
}
Using Deep Reinforcement Learning Technique for Distributed Denial of Service Attack Detection in Software Defined Networks
Khashayar Delavari, Mehran Shetabi, Sayed Alireza Sadrossadat
Pages: 237-246
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BibTeX Citation
@inproceedings{delavari2024ddos,
title = {Using Deep Reinforcement Learning Technique for Distributed Denial of Service Attack Detection in Software Defined Networks},
author = {Khashayar Delavari and Mehran Shetabi and Sayed Alireza Sadrossadat},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {237--246},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/3A.4.pdf},
editor = {Zahed Rahmati}
}
A Comparative Study of YOLOv8 Segmentation and Detection Models for Urban Object Detection & Classification in SAR Images
Arya Ahadi, Mohammadreza Hassannejad Bibalan
Pages: 247-252
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BibTeX Citation
@inproceedings{ahadi2024yolov8,
title = {A Comparative Study of YOLOv8 Segmentation and Detection Models for Urban Object Detection & Classification in SAR Images},
author = {Arya Ahadi and Mohammadreza Hassannejad Bibalan},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {247--252},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/3A.5.pdf},
editor = {Zahed Rahmati}
}
On the Space Complexity of Counting Triangles Using Oracles
Hossein Jowhari, Arash Rahmati
Pages: 253-262
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BibTeX Citation
@inproceedings{jowhari2024space,
title = {On the Space Complexity of Counting Triangles Using Oracles},
author = {Hossein Jowhari and Arash Rahmati},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {253--262},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/3A.6.pdf},
editor = {Zahed Rahmati}
}
Self-Representation Unsupervised Feature Selection based on Non-Negative Matrix Factorization
Hossein Nasser Assadi, Faranges Kyanfar, Farid Saberi-Movahed, Abbas Salemi
Pages: 263-272
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BibTeX Citation
@inproceedings{assadi2024selfrepresentation,
title = {Self-Representation Unsupervised Feature Selection based on Non-Negative Matrix Factorization},
author = {Hossein Nasser Assadi and Faranges Kyanfar and Farid Saberi-Movahed and Abbas Salemi},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {263--272},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/3A.7.pdf},
editor = {Zahed Rahmati}
}
An Improvement of the Performance of Polar-Space-Trained DuAT Models for the Segmentation of Dermoscopic Images
Parham Izadi Ghahfarokhi
Pages: 273-280
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BibTeX Citation
@inproceedings{ghahfarokhi2024improvement,
title = {An Improvement of the Performance of Polar-Space-Trained DuAT Models for the Segmentation of Dermoscopic Images},
author = {Parham Izadi Ghahfarokhi},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {273--280},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/3A.8.pdf},
editor = {Zahed Rahmati}
}
Session 3B
Fuzzy Ex-RL: Fuzzy Experience-Based Reinforcement Learning
Ali Ghandi, Saeed Bagheri Shouraki
Pages: 281-290
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BibTeX Citation
@inproceedings{ghandi2024fuzzy,
title = {Fuzzy Ex-RL: Fuzzy Experience-Based Reinforcement Learning},
author = {Ali Ghandi and Saeed Bagheri Shouraki},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {281--290},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/3B.1.pdf},
editor = {Zahed Rahmati}
}
Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN)
Mohammadreza Sharifi
Pages: 291-300
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BibTeX Citation
@inproceedings{sharifi2024optimizing,
title = {Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN)},
author = {Mohammadreza Sharifi},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {291--300},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/3B.2.pdf},
editor = {Zahed Rahmati}
}
BCGNN: Machine Learning based Breast Cancer Classification Improvement Using Graph Neural Network
Alireza Kazempoor Choobari, Sadegh Sulaimany
Pages: 301-310
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BibTeX Citation
@inproceedings{choobari2024bcgnn,
title = {BCGNN: Machine Learning based Breast Cancer Classification Improvement Using Graph Neural Network},
author = {Alireza Kazempoor Choobari and Sadegh Sulaimany},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {301--310},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/3B.3.pdf},
editor = {Zahed Rahmati}
}
A Convolutional Neural Network Approach to Schizophrenia Detection Based on Wavelet Transformed EEG Signals
Mohammad Reza Sheikh, Maliheh Sabeti
Pages: 311-316
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BibTeX Citation
@inproceedings{sheikh2024cnn,
title = {A Convolutional Neural Network Approach to Schizophrenia Detection Based on Wavelet Transformed EEG Signals},
author = {Mohammad Reza Sheikh and Maliheh Sabeti},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {311--316},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/3B.4.pdf},
editor = {Zahed Rahmati}
}
Find Effective Features and Optimal Algorithms for Predicting Student Performance in Mathematics and Science
Mahboubeh Molavi Arabshahi, Narges Ghanbari
Pages: 317-322
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BibTeX Citation
@inproceedings{arabshahi2024features,
title = {Find Effective Features and Optimal Algorithms for Predicting Student Performance in Mathematics and Science},
author = {Mahboubeh Molavi Arabshahi and Narges Ghanbari},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {317--322},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/3B.5.pdf},
editor = {Zahed Rahmati}
}
Enhanced MOGA-DBSCAN: Improving Clustering Quality with a Density-Adjusted Outlier Index
Hossein Eyvazi, Ali Rajaei
Pages: 323-328
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BibTeX Citation
@inproceedings{eyvazi2024enhanced,
title = {Enhanced MOGA-DBSCAN: Improving Clustering Quality with a Density-Adjusted Outlier Index},
author = {Hossein Eyvazi and Ali Rajaei},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {323--328},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/3B.6.pdf},
editor = {Zahed Rahmati}
}
From Images to Insights: Advanced CNN Architectures for Accurate Malaria Cell Classification
Tahereh Majidi, Samira Qasemi, Saeedeh Kamjoo, Mehrdad Lakestani
Pages: 329-338
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BibTeX Citation
@inproceedings{majidi2024images,
title = {From Images to Insights: Advanced CNN Architectures for Accurate Malaria Cell Classification},
author = {Tahereh Majidi and Samira Qasemi and Saeedeh Kamjoo and Mehrdad Lakestani},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {329--338},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/3B.7.pdf},
editor = {Zahed Rahmati}
}
Climate Forecasting by Bidirectional Recurrent Neural Networks
Sepehr Abbaspour, Hedieh Sajedi
Pages: 339-346
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BibTeX Citation
@inproceedings{abbaspour2024climate,
title = {Climate Forecasting by Bidirectional Recurrent Neural Networks},
author = {Sepehr Abbaspour and Hedieh Sajedi},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {339--346},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/3B.8.pdf},
editor = {Zahed Rahmati}
}
Session 4A
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
Pages: 347-358
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BibTeX Citation
@inproceedings{ahanin2024alzheimers,
title = {Early Detection of Alzheimer's-like Behavior Using Deep Learning and Sensor Data in a Smart Home Environment},
author = {Mohammadamin Ahanin and Mobina Riahi and Mohammad Sadegh Rezaei},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {347--358},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/4A.1.pdf},
editor = {Zahed Rahmati}
}
Applications of Deep Learning to Predict Ocean-Atmospheric Characteristics
Atefeh Pourkarimian, Mahdi Mohammad Mahdizadeh, Mohammad Reza Khalilabadi
Pages: 359-368
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BibTeX Citation
@inproceedings{pourkarimian2024applications,
title = {Applications of Deep Learning to Predict Ocean-Atmospheric Characteristics},
author = {Atefeh Pourkarimian and Mahdi Mohammad Mahdizadeh and Mohammad Reza Khalilabadi},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {359--368},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/4A.2.pdf},
editor = {Zahed Rahmati}
}
Impact of Feature Types on Boundary Detection Between Metadata and Body in Persian Theses
Nima Shadman, Jalal A. Nasiri
Pages: 369-374
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BibTeX Citation
@inproceedings{shadman2024impact,
title = {Impact of Feature Types on Boundary Detection Between Metadata and Body in Persian Theses},
author = {Nima Shadman and Jalal A. Nasiri},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {369--374},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/4A.3.pdf},
editor = {Zahed Rahmati}
}
Automated Defect Detection and Grading of Piarom Dates Using Deep Learning
Nasrin Azimi, Danial Mohammad Rezaei
Pages: 375-386
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BibTeX Citation
@inproceedings{azimi2024automated,
title = {Automated Defect Detection and Grading of Piarom Dates Using Deep Learning},
author = {Nasrin Azimi and Danial Mohammad Rezaei},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {375--386},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/4A.4.pdf},
editor = {Zahed Rahmati}
}
Pattern Vectors with the Characteristic Coefficients
Asma Zeynali, Dariush Kiani, Sara Saeedi Madani
Pages: 387-390
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BibTeX Citation
@inproceedings{zeynali2024pattern,
title = {Pattern Vectors with the Characteristic Coefficients},
author = {Asma Zeynali and Dariush Kiani and Sara Saeedi Madani},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {387--390},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/4A.5.pdf},
editor = {Zahed Rahmati}
}
CTENet: A Weakly Supervised Approach to Camouflage Detection Using Enhanced Texture, Contrast, and Edges
Fateme Ekhtiari, Ali Jafari, MohammadErfan Mesbah
Pages: 391-402
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BibTeX Citation
@inproceedings{ekhtiari2024ctenet,
title = {CTENet: A Weakly Supervised Approach to Camouflage Detection Using Enhanced Texture, Contrast, and Edges},
author = {Fateme Ekhtiari and Ali Jafari and MohammadErfan Mesbah},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {391--402},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/4A.6.pdf},
editor = {Zahed Rahmati}
}
ICSE: Interpretable Counterfactual/SemiFactual Explanations
Sooroush Riazi, Mohammad Akbari, Zahed Rahmati
Pages: 403-412
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BibTeX Citation
@inproceedings{riazi2024icse,
title = {ICSE: Interpretable Counterfactual/SemiFactual Explanations},
author = {Sooroush Riazi and Mohammad Akbari and Zahed Rahmati},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {403--412},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/4A.7.pdf},
editor = {Zahed Rahmati}
}
Session 4B
Identifying factors affecting tourist destinations in Iran: Supervised Learning Approach
Mahdi Nezami
Pages: 413-418
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BibTeX Citation
@inproceedings{nezami2024tourist,
title = {Identifying factors affecting tourist destinations in Iran: Supervised Learning Approach},
author = {Mahdi Nezami},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {413--418},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/4B.1.pdf},
editor = {Zahed Rahmati}
}
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
Pages: 419-426
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BibTeX Citation
@inproceedings{madadi2024spinal,
title = {Spinal sagittal alignment: investigation of postoperative pelvic kinematic improvement in patients with spinal sagittal imbalance using machine learning methods},
author = {Sadegh Madadi and Mostafa Rostami and Hadi Farahani and Farshad Nikouee and Mohammad Samadian and Ram Haddas},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {419--426},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/4B.2.pdf},
editor = {Zahed Rahmati}
}
A Modified Fractional Physics-Informed Neural Networks for Solving Fractional Reaction-Diffusion Problems
Maryam Mohammadi, Mohadese Ramezani, Reza Mokhtari
Pages: 427-430
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BibTeX Citation
@inproceedings{mohammadi2024modified,
title = {A Modified Fractional Physics-Informed Neural Networks for Solving Fractional Reaction-Diffusion Problems},
author = {Maryam Mohammadi and Mohadese Ramezani and Reza Mokhtari},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {427--430},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/4B.3.pdf},
editor = {Zahed Rahmati}
}
A Hybrid Method Based on Least Squares Support Vector Regression and Orthonormal Bernoulli Polynomials for Solving Fredholm Integral Equations
Marzieh Pourbabaee
Pages: 431-438
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BibTeX Citation
@inproceedings{pourbabaee2024hybrid,
title = {A Hybrid Method Based on Least Squares Support Vector Regression and Orthonormal Bernoulli Polynomials for Solving Fredholm Integral Equations},
author = {Marzieh Pourbabaee},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {431--438},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/4B.4.pdf},
editor = {Zahed Rahmati}
}
The Neural Network Method for Solving Lane–Emden Equation with Chebyshev Polynomials of Second Kind
Marzieh Pourbabaee
Pages: 439-446
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BibTeX Citation
@inproceedings{pourbabaee2024neural,
title = {The Neural Network Method for Solving Lane–Emden Equation with Chebyshev Polynomials of Second Kind},
author = {Marzieh Pourbabaee},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {439--446},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/4B.5.pdf},
editor = {Zahed Rahmati}
}
PhIGT: Physics-Informed Graph Transformer for Planar Cable-Driven Parallel Robot Forward Kinematics
Javad Khoramdel, Ahmad Moori
Pages: 447-452
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BibTeX Citation
@inproceedings{khoramdel2024phigt,
title = {PhIGT: Physics-Informed Graph Transformer for Planar Cable-Driven Parallel Robot Forward Kinematics},
author = {Javad Khoramdel and Ahmad Moori},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {447--452},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/4B.6.pdf},
editor = {Zahed Rahmati}
}
Proximal Policy Optimization with Adaptive Generalized Advantage Estimate
Naemeh Mohammadpour, Meysam Fozi, Mohammad Mehdi Ebadzadeh, Ali Azimi, Ali Kamalie Iglie
Pages: 453-458
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BibTeX Citation
@inproceedings{mohammadpour2024proximal,
title = {Proximal Policy Optimization with Adaptive Generalized Advantage Estimate},
author = {Naemeh Mohammadpour and Meysam Fozi and Mohammad Mehdi Ebadzadeh and Ali Azimi and Ali Kamalie Iglie},
year = {2024},
booktitle = {Proceedings of the First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024)},
pages = {453--458},
url = {https://mlkd.aut.ac.ir/proceedings/2024/paper/4B.7.pdf},
editor = {Zahed Rahmati}
}