MLKD 2024

December 18-19, 2024
Amirkabir University of Technology - Tehran Polytechnic
Paper TitleAuthor Names
Using Deep Reinforcement Learning Technique for Distributed Denial of Service Attack Detection in Software Defined NetworksDelavari, Khashayar*; Shetabi, Mehran; Sadrossadat, Sayed Alireza
Analyzing Persian Twitter Sentiments on the Arbaeen Walk: A Comparative Study of LDA and BERTopic with the Arbaeen Tweets DatasetDidehkhani, Zeynab*
A One-Dimensional Convolutional Neural Network Intrusion Detection System on the CICDDoS2019 Dataset in Cloud EnvironmentsMajidi hatkehloui, Elmira; Mahmoudi-nasr, Payam*
Early Detection of Alzheimer’s-like Behavior Using Deep Learning and Sensor Data in a Smart Home EnvironmentAhanin, Mohammadamin*; Riahi, Mobina; Rezaei, Mohammad Sadegh
Transfer Time Reduction for Offloading in the Mobile Edge Computing using Machine Learning Gharravi, Sorraya; Babamir, Seyed Morteza*
The Application and Effectiveness of Machine Learning and Deep Learning Methods in Analyzing and Predicting the Shanghai Stock IndexMohades, Ali; Rafibakhsh, Raziye*; Rezazadeh, MohammadAmin
Relational Graph Convolutional Networks for Sentiment AnalysisKhosravi, Asal; Rahmati, Zahed; Vefghi, Ali*
Fuzzy Ex-RL: Fuzzy Experience-Based Reinforcement LearningGhandi, Ali*; Bagheri Shouraki, Saeed
Optimizing Data Curation through Spectral Analysis and Joint Batch Selection (SALN)Sharifi, Mohammadreza*
Enhanced MOGA-DBSCAN: Improving Clustering Quality with a Density-Adjusted Outlier IndexEyvazi, Hossein*; Rajaei, Ali
A Novel Multi-Task Learning Architecture for COVID-19 Detection and Lung Infection Segmentation in CT ScansKordnoori, Shirin*; Sabeti, Maliheh; Mostafaei , Hamidreza; Seyed Agha Banihashemi , Saeed 
Find Effective Features and Optimal Algorithms for Predicting Student Performance in Mathematics and ScienceMolavi-Arabshahi, Mahboubeh; Ghanbari, Narges*
Proximal Policy Optimization with Adaptive Generalized Advantage EstimateMohammadpour, Naemeh*; Fozi, Meysam; Ebadzadeh, Mohammad Mehdi; Azimi, Ali; Kamalie Iglie, Ali
Climate Forecasting by Bidirectional Recurrent Neural NetworksAbbaspour, Sepehr*; sajedi, hedieh
An Improvement of the Performance of Polar-Space-Trained DuAT Models for the Segmentation of Dermoscopic ImagesIzadi Ghahfarokhi, Parham*
Spinal sagittal alignment: investigation of postoperative pelvic kinematic improvement in patients with spinal sagittal imbalance using machine learning methodsMadadi, Sadegh; Rostami, Mostafa*; Farahani, Hadi; Nikouee, Farshad; Samadian, Mohammad; Haddas, Ram
A Comparative Study of YOLOv8 Segmentation and Detection Models for Urban Object Detection & Classification in SAR ImagesAhadi, Arya*; Hassannejad Bibalan, Mohammadreza
A Hybrid Method Based on Least Squares Support‎~ ‎Vector‎~ ‎Regression and Orthonormal Bernoulli Polynomials for Solving Fredholm Integral EquationsPourbabaee, Marzieh*
The Neural Network Method for Solving Lane–Emden Equation with Chebyshev Polynomials of Second KindPourbabaee, Marzieh*
Application of Fixed Structure Learning Automata For Designing Intrusion Detection SystemsAsghari, Kayvan*
Is Evaluation Based on Accuracy of Classification Algorithms  Misleading? An Approach to Model Validation Using Bayes Error RateKazemzadeh Gharechopogh, Hossein*; Mohammadpour, Adel
Automated Defect Detection and Grading of Piarom Dates Using Deep LearningAzimi, Nasrin*
A Convolutional Neural Network Approach to Schizophrenia Detection  Based on Wavelet-Transformed EEG SignalsSheikh, Mohammad Reza*; Sabeti, Maliheh
RFBfeat Deep Neural Network for crossview remote sensing image matching  Messbah, mohammad erfan*
Enhancing Epidemiological Models with Parameter Estimation and Symbolic Regression: A Case Study on COVID-19Rezvani, Shila*
Enhancing Temporal Action Localization with 3D Input and Attention MechanismsMokari, mozhgan*; Haj Sadeghi, Khosrow
PATTERN VECTORS WITH THE CHARACTERISTIC COEFFICIENTSZeynali, Asma*; Kiani, Dariush; Saeedi madani, Sara
Impact of Feature Types on Boundary Detection Between Metadata and Body in Persian ThesesShadman, Nima*; Nasiri, Jalal A.
Self-Representation Unsupervised Feature Selection based on Non-negative Matrix FactorizationNaserasdi, Hossein; Kyanfar, Kyanfar; Saberi-Movahed, Farid*; Salemi, Abbas
Metaheuristic Algorithms in Video Games: A Case Study of Pac-ManGholijani Farahani, Rashin*; Mirzaei Chahardeh, Niloofar
Machine Learning for Food Demand Prediction: A CatBoost Regression ModelMirzaei, Pouria*; Shahande Nookabadi, Dr. Ali
The Effect of Computer Games on the Personality and Creativity of Students of University Interested in Gaming Using Data Mining TechniquesMirzaei Chahardeh, Niloofar*; Mazinani, Mahdi 
From Images to Insights: Advanced CNN Architectures for Accurate Malaria Cell ClassificationMajidi, Tahereh; Qasemi, Samira; Kamjoo, Saeedeh*; Lakestani, Mehrdad
Identifying factors affecting tourist destinations in Iran: Supervised Learning ApproachNezami, Mahdi*
PhIGT: Physics Informed Graph Transformer for Planar Cable-Driven Parallel Robot Forward KinematicsKhoramdel, Javad*; Moori, Ahmad
Enhanced Parameter Estimation in the Generalized Kuramoto-Sivashinsky Equation Using Physics-Informed Neural Networks and Maximum Likelihood EstimationPashapour, Mahya*
Anomaly Detection using ConvLSTM Autoencoder in Smart Home EnvironmentsAtashgahi, Zahra; Jafaei, Mohammadreza; Nazerfard, Ehsan*; Nadali, Alireza
Predicting Patient’s Recovery Process Using Electronic Health Records With Supervised Variational AutoencoderBatooei, Amirhossein; Nazerfard, Ehsan*; Askari, Amirhossein
Re- evalutaion and Validation of Graph Neural Network for Predicting Drug-Target Binding AffinityGhomi, kousar*; Sadeghi Bigham, Bahram 
Applications of Deep Learning to Predict Ocean-Atmospheric CharacteristicsPourkarimian, Atefeh*
On the Space Complexity of Counting Triangles Using OraclesJowhari, Hossein; Rahmati, Arash*
BCGNN:Machine Learning based Breast Cancer Classification improvement Using Graph Neural NetworkKazempoor Choobari, Alireza*; Sulaimany, Sadegh
A Predictor Based Method for Signal Detection in Time Series Data, Case Study: Financial Markets of Iran in Corona Virus Pandemi.Ghatari, Amir Hossein*; Seyed Ali Mortezaei, Seyed Reza
Improving Breast Cancer Prognosis via Multi-Gene Machine Learning ModelAzizi, fateme*; Sadeghi Bigham, Bahram; Zarrabi, Mahbobe
Optimizing Drug-Disease Association Analysis: A Resource-Efficient Approach Using Numerical Linear Algebra and Machine LearningRafei, Zahra; Hosseini, Seyedeh Fatemeh; Yousefimehr, Behnam*; Tavakkoli, Sajed; Ghatee, Mehdi
Conditions of an appropriate dataset for movie conversational recommender: The users’ point of viewSaeedi, Tayyebeh; Mohades, Ali*; Zeinali, Hossein
ICSE: Interpretable Counterfactual/SemiFactual ExplanationsRiazi, Sooroush*; Akbari, Mohammad; Rahmati, Zahed
A Modified Fractional Physics-Informed Neural Networks for Solving Fractional Reaction-Diffusion ProblemsMohammadi, Maryam *; Ramezani, Mohadese; Mokhtari, Reza 
Advancing Ocean Level Prediction with Machine LearningMakky, Nilufar*; Moradi, Ahmad 
Comparative Analysis of MLP and RBF Neural Networks for Heart Disease Diagnosis: The Impact of Feature Selection on Model PerformanceMoaven, fatemeh*
Two-Stage Classifier for Detecting Campaign Negativity with Axis Embeddings in Persian TweetsRajabi, Fatemeh*; Mohades, Ali
CTENet: A Weakly Supervised Approach to Camouflage Detection Using Enhanced Texture, Contrast, and EdgesEkhtiari, Fatima*
An Artificial Neural Networks Approach in Estimating Implied VolatilityModarresi, Navideh*; Kazemi, Reza; Mousavi, Alireza