سمتهای علمی و اجرایی در دانشگاهها و مراکز علمی کشور
سمتهای علمی و اجرایی در مجلات و ژورنالهای معتبر ایران
ISI Papers
- "Invariant object recognition is a personalized selection of invariant features in humans, not simply explained by hierarchical feed-forward vision models", Springer Science and Business Media LLC, (2017), Vol 7, No 1:
- "Beyond core object recognition: Recurrent processes account for object recognition under occlusion", Public Library of Science (PLoS), (2019), Vol 15, No 5: e1007001
- "A Stable Biologically Motivated Learning Mechanism for Visual Feature Extraction to Handle Facial Categorization", Public Library of Science (PLoS), (2012), Vol 7, No 6: e38478
- "A temporal hierarchical feedforward model explains both the time and the accuracy of object recognition", Springer Science and Business Media LLC, (2021), Vol 11, No 1:
- "An adaptive approach to compensate seam tracking error in robotic welding process by a moving fixture", SAGE Publications, (2018), Vol 15, No 6: 172988141881620
- "Optimized real-time soft analyzer for chemical process using artificial intelligence", IEEE, (2013), Vol , No :
- "Combining classifiers using nearest decision prototypes", Elsevier BV, (2013), Vol 13, No 12: 4570-4578
- "Improving combination method of NCL experts using gating network", Springer Science and Business Media LLC, (2011), Vol 22, No 1: 95-101
- "EPILEPTIC SEIZURE DETECTION USING A NEURAL NETWORK ENSEMBLE METHOD AND WAVELET TRANSFORM", Czech Technical University in Prague - Central Library, (2012), Vol 22, No 3: 291-310
- "EEG-based motor imagery classification using wavelet coefficients and ensemble classifiers", IEEE, (2012), Vol , No :
- "Single machine scheduling problem of minimizing maximum earliness and number of tardy jobs using a genetic algorithm", IEEE, (2011), Vol , No :
- "Electrocardiogram beat classification using classifier fusion based on Decision Templates", IEEE, (2011), Vol , No :
- "Single training sample Face recognition using fusion of Gabor responses", IEEE, (2010), Vol , No :
- "Evidence-based mixture of MLP-experts", IEEE, (2010), Vol , No :
- "A New Framework for Small Sample Size Face Recognition Based on Weighted Multiple Decision Templates", Springer Berlin Heidelberg, (2010), Vol , No : 470-477
- "Sequence-dependent sensitivity explains the accuracy of decisions when cues are separated with a gap", Springer Science and Business Media LLC, (2019), Vol 81, No 8: 2745-2754
- "Genetic algorithm for optimization of optical systems", IEEE, (2010), Vol , No :
- "Improving Classification Performance with Focus on the Complex Areas", Springer Berlin Heidelberg, (2010), Vol , No : 612-626
- "Combining Neural Networks Based on Dempster-Shafer Theory for Classifying Data with Imperfect Labels", Springer Berlin Heidelberg, (2010), Vol , No : 233-244
- "Residual Information of Previous Decision Affects Evidence Accumulation in Current Decision", Frontiers Media SA, (2019), Vol 13, No :
- "Handwritten Farsi Word Recognition Using NN-Based Fusion of HMM Classifiers with Different Types of Features", World Scientific Pub Co Pte Ltd, (2019), Vol 19, No 01: 1950001
- "Confidence Representation of Perceptual Decision by EEG and Eye Data in a Random Dot Motion Task", Elsevier BV, (2019), Vol 406, No : 510-527
- "Spatiotemporal analysis of category and target-related information processing in the brain during object detection", Elsevier BV, (2019), Vol 362, No : 224-239
- "Perceptual manifestations of auditory modulation during speech planning", Springer Science and Business Media LLC, (2018), Vol 236, No 7: 1963-1969
- "View-independent face recognition with Mixture of Experts", Elsevier BV, (2008), Vol 71, No 4-6: 1103-1107
- "A Mixture of Multilayer Perceptron Experts Network for Modeling Face/Nonface Recognition in Cortical Face Processing Regions", Computers, Materials and Continua (Tech Science Press), (2008), Vol 14, No 2: 151-162
- "Electrocardiogram beat classification via coupled boosting by filtering and preloaded mixture of experts", Springer Science and Business Media LLC, (2012), Vol 23, No 3-4: 1169-1178
- "Combining features of negative correlation learning with mixture of experts in proposed ensemble methods", Elsevier BV, (2012), Vol 12, No 11: 3539-3551
- "Machine Fault Diagnosis Using MLPs and RBF Neural Networks", Trans Tech Publications, Ltd., (2011), Vol 110-116, No : 5021-5028
- "Combination of multiple diverse classifiers using belief functions for handling data with imperfect labels", Elsevier BV, (2012), Vol 39, No 2: 1698-1707
- "ECG arrhythmia recognition via a neuro-SVM–KNN hybrid classifier with virtual QRS image-based geometrical features", Elsevier BV, (2012), Vol 39, No 2: 2047-2058
- "Low resolution face recognition using Mixture of Experts with different representations", IEEE, (2011), Vol , No :
- "How popular CNNs perform in real applications of face recognition", IEEE, (2016), Vol , No :
- "View-Independent Face Recognition with RBF Gating in Mixture of Experts Method by Teacher-Directed Learning", Springer Netherlands, (2009), Vol , No : 413-418
- "Persian handwritten digits recognition: A divide and conquer approach based on mixture of MLP experts", Academic Journals, (2011), Vol 6, No 30:
- "Using NCL, an effective way to improve combination methods of neural classifiers", IEEE, (2010), Vol , No :
- "Low resolution face recognition using combination of diverse classifiers", IEEE, (2010), Vol , No :
- "Using Biologically Inspired Visual Features and Mixture of Experts for Face/Nonface Recognition", Springer Berlin Heidelberg, (2009), Vol , No : 439-448
- "View-Independent Face Recognition with Biological Features Based on Mixture of Experts", IEEE, (2009), Vol , No :
- "Mixture of MLP-experts for trend forecasting of time series: A case study of the Tehran stock exchange", Elsevier BV, (2011), Vol 27, No 3: 804-816
- "Synthesis of multiple-type classification algorithms for robust heart rhythm type recognition: Neuro-svm-pnn learning machine with virtual QRS image-based geometrical features", Elsevier BV, (2011), Vol , No :
- "Knitted fabric defect classification for uncertain labels based on Dempster–Shafer theory of evidence", Elsevier BV, (2011), Vol 38, No 5: 5259-5267
- "A Resource-Limited Hardware Accelerator for Convolutional Neural Networks in Embedded Vision Applications", Institute of Electrical and Electronics Engineers (IEEE), (2017), Vol 64, No 10: 1217-1221
- "Multiple classifier system for EEG signal classification with application to brain–computer interfaces", Springer Science and Business Media LLC, (2012), Vol 23, No 5: 1319-1327
- "Prediction of Gene Co-Expression by Quantifying Heterogeneous Features", Bentham Science Publishers Ltd., (2015), Vol 10, No 4: 414-424
- "Boost-wise pre-loaded mixture of experts for classification tasks", Springer Science and Business Media LLC, (2012), Vol 22, No S1: 365-377
- "Classification of ECG arrhythmia by a modular neural network based on Mixture of Experts and Negatively Correlated Learning", Elsevier BV, (2013), Vol 8, No 3: 289-296
- "Mixture of feature specified experts", Elsevier BV, (2014), Vol 20, No : 242-251
- "Mixture of experts: a literature survey", Springer Science and Business Media LLC, (2012), Vol 42, No 2: 275-293
- "A specialized face-processing model inspired by the organization of monkey face patches explains several face-specific phenomena observed in humans", Springer Science and Business Media LLC, (2016), Vol 6, No 1:
- "An Evidence-Based Combining Classifier for Brain Signal Analysis", Public Library of Science (PLoS), (2014), Vol 9, No 1: e84341
- "The impact of the lateral geniculate nucleus and corticogeniculate interactions on efficient coding and higher-order visual object processing", Elsevier BV, (2014), Vol 101, No : 82-93
- "Feedforward object-vision models only tolerate small image variations compared to human", Frontiers Media SA, (2014), Vol 8, No :
- "Hard-wired feed-forward visual mechanisms of the brain compensate for affine variations in object recognition", Elsevier BV, (2017), Vol 349, No : 48-63
- "Dissociable Contribution of Extrastriate Responses to Representational Enhancement of Gaze Targets", MIT Press - Journals, (2021), Vol , No : 1-14
- "Average activity, but not variability, is the dominant factor in the representation of object categories in the brain", Elsevier BV, (2017), Vol 346, No : 14-28
- "A modified Mixture of FMLP Experts for face recognition", IEEE, (2008), Vol , No :
- "ECOC-based training of neural networks for face recognition", IEEE, (2008), Vol , No :
- "Modeling and Compensation of Periodic Nonlinearity in Two-mode Interferometer Using Neural Networks", Medknow, (2010), Vol 56, No 2: 102
- "Teacher-directed learning in view-independent face recognition with mixture of experts using overlapping eigenspaces", Elsevier BV, (2008), Vol 111, No 2: 195-206
- "Teacher-directed learning in view-independent face recognition with mixture of experts using single-view eigenspaces", Elsevier BV, (2008), Vol 345, No 2: 87-101
- "Incorporation of a Regularization Term to Control Negative Correlation in Mixture of Experts", Springer Science and Business Media LLC, (2012), Vol 36, No 1: 31-47
- "Face Detection Using Mixture of MLP Experts", Springer Science and Business Media LLC, (2007), Vol 26, No 1: 69-82
- "Combining complementary information sources in the Dempster–Shafer framework for solving classification problems with imperfect labels", Elsevier BV, (2012), Vol 27, No : 92-102
- "Improving ECG Classification Accuracy Using an Ensemble of Neural Network Modules", Public Library of Science (PLoS), (2011), Vol 6, No 10: e24386
- "How Can Selection of Biologically Inspired Features Improve the Performance of a Robust Object Recognition Model?", Public Library of Science (PLoS), (2012), Vol 7, No 2: e32357
- "Predicting the human reaction time based on natural image statistics in a rapid categorization task", Elsevier BV, (2013), Vol 81, No : 36-44
- "PPIevo : Protein–protein interaction prediction from PSSM based evolutionary information", Elsevier BV, (2013), Vol 102, No 4: 237-242
- "Improving mixture of experts for view-independent face recognition using teacher-directed learning", Springer Science and Business Media LLC, (2009), Vol 22, No 2: 421-432
- "Predicting protein–protein interactions between human and hepatitis C virus via an ensemble learning method", Royal Society of Chemistry (RSC), (2014), Vol 10, No 12: 3147-3154
- "The importance of visual features in generic vs. specialized object recognition: a computational study", Frontiers Media SA, (2014), Vol 8, No :
- "Farsi handwritten digit recognition based on mixture of RBF experts", Institute of Electronics, Information and Communications Engineers (IEICE), (2010), Vol 7, No 14: 1014-1019
- "LocFuse: Human protein–protein interaction prediction via classifier fusion using protein localization information", Elsevier BV, (2014), Vol 104, No 6: 496-503
- "Inherent Importance of Early Visual Features in Attraction of Human Attention", Hindawi Limited, (2020), Vol 2020, No : 1-15
- "A Recurrent Temporal Model for Semantic Levels Categorization Based on Human Visual System", Hindawi Limited, (2021), Vol 2021, No : 1-20
- "How spatial attention affects the decision process: looking through the lens of Bayesian hierarchical diffusion model & EEG analysis", Cold Spring Harbor Laboratory, (2021), Vol , No :
- "Improvement of association between confidence and accuracy after integration of separate evidence over time", Cold Spring Harbor Laboratory, (2021), Vol , No :
- "A Human Visual System Based Temporal Model for Semantic Levels Categorization", Institute of Electrical and Electronics Engineers (IEEE), (2021), Vol 9, No : 32873-32881
- "The role of expertise in visual exploration and aesthetic judgment of residential building façades: An eye-tracking study.", American Psychological Association (APA), (2022), Vol 16, No 1: 148-163
- "How spatial attention affects the decision process: looking through the lens of Bayesian hierarchical diffusion model & EEG analysis", Informa UK Limited, (2023), Vol 35, No 4: 456-479
- "Resolving the neural mechanism of core object recognition in space and time: A computational approach", Elsevier BV, (2023), Vol 190, No : 36-50
- "Deeper neural network models better reflect how humans cope with contrast variation in object recognition", Elsevier BV, (2023), Vol 192, No : 48-55
Conference Papers
- بررسی رابطه استفاده از رسانه ملی با سطح تغییرات فرهنگی زنان ارائه شده در دومین کنفرانس ملی مطالعات کاربردی در فرایندهای تعلیم و تربیت (1401)
- بررسی رابطه بین حرکت چشم و راهبردهای خواندن از طریق مطالعه متن انگلیسی در محیط الکترونیکی ارائه شده در سیزدهمین همایش ملی آموزش (1400)
- بهبود روش تعمیم پشته بر اساس انتخاب طبقه بندها جهت طبقه بندی سیگنالهای مغزی ارائه شده در اولین کنفرانس بین المللی برق، مکانیک و علوم مهندسی (1399)
- تعیین راهبردهای مناسبتر برای مدیریت حریق در جنگلهای هیرکانی از طریق تحلیل SWOT (مطالعه موردی: استان گیلان) ارائه شده در دومین رویداد بین المللی نمایشگاهی مدیریت بحران ایران قوی ۱۴۰۲ (1402)
Journal Papers
- بررسی مدل های محاسباتی تصمیم گیری مبتنی بر سازوکار عصبی مغز انسان در حوزه آموزش عصبی منتشر شده در فصلنامه فناوری آموزش (1402)
- Improving the Diagnosis of COVID-۱۹ by using a combination of Deep Learning Models منتشر شده در مجله نوآوری های مهندسی برق و کامپیوتر (1401)
- استخراج هوشمند سبک شناختی یادگیرندگان بر اساس تعامل آن ها با سامانه آموزش زبان انگلیسی منتشر شده در فصلنامه فناوری آموزش (1401)
- استفاده از مدل های محاسباتی توجه بینایی در ارزیابی توجه مخاطب در چندرسانه ای های آموزشی منتشر شده در فصلنامه تازه های علوم شناختی (1401)
- بهبود فراتر از انتظار صحت و فراشناخت تصمیم با افزودن پالس اطلاعاتی کوتاه منتشر شده در فصلنامه تازه های علوم شناختی (1400)
- تصمیم گیری ادراکی در حضور محرک طبیعی: یک مطالعه رفتاری منتشر شده در فصلنامه تازه های علوم شناختی (1400)
- الگوریتم تصمیم گیری سطح بالا با تحلیل سیگنال های قطر مردمک منتشر شده در دوفصلنامه پردازش سیگنال پیشرفته (1400)
- نقش قطعیت آگاهانه و ضمنی در بستر تصمیمهای چند مرحلهای منتشر شده در فصلنامه تازه های علوم شناختی (1399)
- استفاده از سیگنال های بالابه پایین مبتنی بر محتوا برای بهبود بازشناسی شییء منتشر شده در ماشین بینایی و پردازش تصویر (1399)
- ارزیابی بارشناختی با تحلیل داده های ردیاب چشمی در یادگیری چندرسانه ای زبان منتشر شده در فصلنامه فناوری آموزش (1399)
- مدل سازی محاسباتی جداسازی شیء هدف از پس زمینه در بازشناسی اشیاء با الهام سیستم بینایی انسان منتشر شده در ماشین بینایی و پردازش تصویر (1396)
- توانایی مسیر پیش رو قشر بینایی در مقابله با تغییرات در بازشناسی اشیاء: آزمایش های انسانی و مدل محاسباتی سازگار با قشر بینایی منتشر شده در ماشین بینایی و پردازش تصویر (1395)
- پیش بینی مخاطرات زیست محیطی و کاربرد نقشه های ریسک به انسان در برای حملات گرگ (canis lupus) به انسان در استان همدان منتشر شده در فصلنامه محیط زیست جانوری (1392)
- مدل سازی پراکنش مکانی حملات گرگ (Canis lupus pallipes) به انسان در استان همدان با استفاده از الگوریتم ژنتیک (GARP)؛ مطالعه موردی: استان همدان منتشر شده در فصلنامه بوم شناسی کاربردی (1391)
- آموزش بازشناسی چهره با استفاده از ترکیب شبکه های عصبی مبتنی بر اختلاط خبره ها منتشر شده در فصلنامه فناوری آموزش (1387)
- ارزیابی تفکر تبدیلات هندسی دانشجو معلمان: تحلیل مبتنی بر نظریه ون هیلی با استفاده از روش علوم شناختی ردیاب چشم منتشر شده در فصلنامه فناوری آموزش (1402)
- ترکیب شبکه های عصبی برای پیش بینی قیمت سهام منتشر شده در پژوهشنامه اقتصاد کلان (1389)