سید عابد حسینی

سمتهای علمی و اجرایی در دانشگاهها و مراکز علمی کشور

عضو هیات علمی دانشگاه آزاد اسلامی واحد مشهد

عضویت در مجامع و انجمنهای علمی

مقالات بین المللی خارج از کشور

"An efficient tool for Parkinson's disease detection and severity grading based on time-frequency and fuzzy features of cumulative gait signals through improved LSTM networks", Elsevier BV, (2024), Vol 22, No : 100297
"A Modified Quantum-Inspired Genetic Algorithm Using Lengthening Chromosome Size and an Adaptive Look-Up Table to Avoid Local Optima", MDPI AG, (2023), Vol 12, No 10: 978
"Simultaneous Time-Frequency Analysis of Gait Signals of Both Legs in Classifying Neurodegenerative Diseases", Elsevier BV, (2024), Vol , No :
"Enhancing multi-class diabetic retinopathy detection using tuned hyper-parameters and modified deep transfer learning", Springer Science and Business Media LLC, (2024), Vol , No :
"Stability analysis of two fractional-order Duffing-Holmes chaotic systems using a generalized predictive controller", Springer Science and Business Media LLC, (2024), Vol , No :
"Higher Order Spectra Analysis of EEG Signals in Emotional Stress States", IEEE, (2010), Vol , No :
"Emotional Stress Recognition System Using EEG and Psychophysiological Signals: Using New Labelling Process of EEG Signals in Emotional Stress State", IEEE, (2010), Vol , No :
"EMOTIONAL STRESS RECOGNITION SYSTEM FOR AFFECTIVE COMPUTING BASED ON BIO-SIGNALS", World Scientific Pub Co Pte Lt, (2010), Vol 18, No spec01: 101-114
"Emotion recognition method using entropy analysis of EEG signals", MECS Publisher, (2011), Vol 3, No 5: 30-36
"Classification of Emotional Stress Using Brain Activity", InTech, (2011), Vol , No :
"Classification of Brain Activity in Emotional States Using HOS Analysis", MECS Publisher, (2012), Vol 4, No 1: 21-27
"Methodology for Epilepsy and Epileptic Seizure Recognition using Chaos Analysis of Brain Signals", IGI Global, (2013), Vol , No : 20-36
"A synchronizing controller using a direct adaptive interval type-2 fuzzy sliding mode strategy", IEEE, (2013), Vol , No :
"Epilepsy Recognition by Higher Order Spectra Analysis of EEG Signals", IGI Global, (2014), Vol , No : 5534-5541
"Hybrid approach in recognition of visual covert selective spatial attention based on MEG signals", IEEE, (2015), Vol , No :
"Introductory Chapter: Emotion and Attention Recognition Based on Biological Signals and Images", InTech, (2017), Vol , No :
"Emotion and Attention Recognition Based on Biological Signals and Images", InTech, (2017), Vol , No :
"Stable indirect adaptive interval type-2 fuzzy sliding-based control and synchronization of two different chaotic systems", Elsevier BV, (2017), Vol 55, No : 576-587
"A Hybrid Approach Based on Higher Order Spectra for Clinical Recognition of Seizure and Epilepsy Using Brain Activity", Negah Scientific Publisher, (2017), Vol 8, No 6: 479-492
"Introductory Chapter: Cognitive and Computational Neuroscience - Principles, Algorithms, and Applications", InTech, (2018), Vol , No :
"Cognitive and Computational Neuroscience - Principles, Algorithms and Applications", InTech, (2018), Vol , No :
"A COMPUTATIONAL FRAMEWORK TO DISCRIMINATE DIFFERENT ANESTHESIA STATES FROM EEG SIGNAL", National Taiwan University, (2018), Vol 30, No 03: 1850020
"DECODING VISUAL COVERT SELECTIVE SPATIAL ATTENTION BASED ON MAGNETOENCEPHALOGRAPHY SIGNALS", National Taiwan University, (2019), Vol 31, No 01: 1950003
"A computationally bio-inspired framework of brain activities based on cognitive processes for estimating the depth of anesthesia", Springer Science and Business Media LLC, (2019), Vol 42, No 2: 465-480
"An Automatic Epileptic Seizure Recognition Using Two-Dimensional Convolutional Neural Network and Scalp EEG Signals", IEEE, (2022), Vol , No :
"A review of recent advances in quantum-inspired metaheuristics", Springer Science and Business Media LLC, (2022), Vol 17, No 2: 627-642
"Using Convolutional Neural Network to Recognize Emotions from Scalp Electroencephalography Plot Images", Farname, Inc., (2023), Vol 12, No : 159
"A Modified Quantum-Inspired Genetic Algorithm Using Lengthening Chromosome Size and an Adaptive Look-Up Table to Avoid Local Optima", MDPI AG, (2023), Vol 12, No 10: 978
"EEG-Based Effective Connectivity Analysis for Attention Deficit Hyperactivity Disorder Detection Using Color-Coded Granger-Causality Images and Custom Convolutional Neural Network", Maad Rayan Publishing Company, (2023), Vol 10, No : e12
"Potential biomarker for early detection of ADHD using phase-based brain connectivity and graph theory", Springer Science and Business Media LLC, (2023), Vol 46, No 4: 1447-1465
"Enhancing Parkinson's disease severity assessment through voice-based wavelet scattering, optimized model selection, and weighted majority voting", Elsevier BV, (2023), Vol 20, No : 100266
"Stability analysis of two fractional-order Duffing-Holmes chaotic systems using a generalized predictive controller", Springer Science and Business Media LLC, (2024), Vol , No :
"Enhancing multi-class diabetic retinopathy detection using tuned hyper-parameters and modified deep transfer learning", Springer Science and Business Media LLC, (2024), Vol , No :
"An efficient tool for Parkinson's disease detection and severity grading based on time-frequency and fuzzy features of cumulative gait signals through improved LSTM networks", Elsevier BV, (2024), Vol 22, No : 100297
"A PRE-PROCESSING-FREE MENTAL STATE DETECTION MODEL USING NOISY ECG PLOTS AND DEEP TRANSFER LEARNING", National Taiwan University, (2024), Vol , No :
"Utilizing machine learning and molecular dynamics for enhanced drug delivery in nanoparticle systems", Springer Science and Business Media LLC, (2024), Vol 14, No 1:
"Improved ADHD Diagnosis Using EEG Connectivity and Deep Learning through Combining Pearson Correlation Coefficient and Phase-Locking Value", Springer Science and Business Media LLC, (2024), Vol 22, No 4: 521-537
"Stable Fractional-order Adaptive Sliding-based Control and Synchronization of two Fractional-order Duffing–Holmes Chaotic Systems", Springer Science and Business Media LLC, (2024), Vol 36, No 1: 20-33
"Crude oil price forecasting using K-means clustering and LSTM model enhanced by dense-sparse-dense strategy", Springer Science and Business Media LLC, (2024), Vol 11, No 1:
"A novel sub-network level ensemble deep neural network with a regularized loss function to improve prediction performance", Springer Science and Business Media LLC, (2025), Vol 12, No 1:
"Stable strategies based on fuzzy fractional-order sliding mode and fractional-order PID for fractional-order Volta chaotic systems", Springer Science and Business Media LLC, (2025), Vol 13, No 6:
"Peptide-functionalized nanomaterials for controlled drug delivery and regenerative therapies in retinal diseases", SAGE Publications, (2025), Vol , No :
"A Review of Enhancing HIV/AIDS Treatment with Artificial Intelligence: Optimizing Drug Loading and Release Kinetics in Polymeric Nanoparticle Systems", Springer Science and Business Media LLC, (2025), Vol , No :
"A multi-scale attention-based Swin transformer model for medical images segmentation", Springer Science and Business Media LLC, (2025), Vol 15, No 1:
"AutoEns: An intelligent framework for automated ensemble learning model development and deployment", Elsevier BV, (2026), Vol 10, No : 101913
"Voice-driven Parkinson’s detection using bidirectional long short-term memory and attention on mobile-recorded speech", Springer Science and Business Media LLC, (2026), Vol 15, No 1:
"Neural connectivity patterns underlying yes and no responses across sensory modalities", Springer Science and Business Media LLC, (2026), Vol 21, No 1:
"Channel Allocation Optimization for Concurrent Communications in Fifth-Generation Networks Using the Hippopotamus Optimization Algorithm and Machine Learning", Springer Science and Business Media LLC, (2026), Vol , No :
"Enhanced human activity recognition using 2DCNN, BiLSTM, and soft attention mechanism", Springer Science and Business Media LLC, (2026), Vol 85, No 2:

مقالات کنفرانسهای داخلی

مقالات ژورنالهای تخصصی داخلی

طرح های تحقیقاتی و پژوهشی

آشکارسازی توجه فضایی انتخابی پنهان دیداری مبتنی بر سیگنال مغزی MEG (1396)
امکان‎سنجی طرح جامع هوشمندسازی پالایشگاه گاز شهید هاشمی‎نژاد (1396)
تشخیص صرع به کمک ارزیابی کیفی و کمی آشوب گون سیگنال های مغزی (1393)
طراحی یک سیستم کنترل مد لغزشی تطبیقی فازی نوع-2 بازه‎ای به منظور هم زمانی دو سیستم آشوب گون مختلف (1392)

تالیفات

کتاب Emotion Recognition - Recent Advances, New Perspectives and Applications (InTech) - 2023 - انگلیسی
کتاب Cognitive and Computational Neuroscience - Principles, Algorithms, and Applications (InTech) - 2018 - انگلیسی

سوابق استادی

دانشیار آزاد مشهد(1402-تاکنون )
استادیار آزاد مشهد(1397-1402)
مربی آزاد مشهد(1390-1397)

تحصیلات تخصصی

دکتری تخصصی مهندسی برق دانشگاه فردوسی مشهد1389-1395

سوابق شغلی و تخصصی

سابقه کار دانشگاهی در رئیس دانشگاه آزاد اسلامی مرکز فریمان (1400-1401)
سابقه کار دانشگاهی در رئیس مرکز خدمات آزمایشگاهی و تحقیقاتی دانشگاه آزاد اسلامی استان خراسان رضوی (1398-1400)
سابقه کار دانشگاهی در مدیر خدمات آزمایشگاهی و کارگاهی دانشگاه آزاد اسلامی واحد مشهد (1398-1400)
سابقه کار دانشگاهی در معاون عرصه و توسعه فعالیت های کاربنیان دانشکده ارتباطات، حمل و نقل و لجستیک دانشگاه آزاد اسلامی واحد مشهد (1403-1404)

جوایز و افتخارات

کسب عنوان پژوهشگر برتر فنی و مهندسی دانشگاه آزاد اسلامی استان خراسان رضوی (1404)
کسب عنوان پژوهشگر برتر دانشگاه آزاد اسلامی استان خراسان رضوی (1403)
کسب رتبه سوم در اولین شتاب‌دهنده علوم اعصاب، صنعت، کارآفرینی، دانشگاه علوم پزشکی ایران، تهران، 4-6 شهریور 1394. (1394)
کسب رتبه اول پایان‌نامه کارشناسی ارشد در گروه تحصیلی فنی و مهندسی، هشتمین جشنواره علمي پژوهشي فردوسی، سالن اجتماعات دانشکده علوم دانشگاه فردوسی مشهد، 20 بهمن 1390. (1390)
کسب عنوان مقالۀ برتر در دوازدهمین کنفرانس دانشجویی مهندسی برق ایران، دانشگاه آزاد اسلامی واحد تبریز، 22 مرداد 1388. (1388)

سوابق حضور در دوره ها و کارگاههای تخصصی

آشنایی با الزامات فنی مدیریت کیفیت آزمایشگاه ها - شبکه آزمایشگاهی فناوری¬های راهبردی معاونت علمی و فناوری ریاست جمهوری، تالار خوارزمی دانشکده ریاضی و (1398)

آقای دکتر سید عابد حسینی

Dr. Seyyed Abed Hosseini

دانشیار گروه مهندسی برق، دانشگاه آزاد اسلامی واحد مشهد