Ústav informatizácie, automatizácie a matematiky

Dr. Amirhosein Mosavi, PhD.

Pracovné zaradenie:
Vedecko-výskumný pracovník
Oddelenie:
Oddelenie informatizácie a riadenia procesov (OIaRP)
Miestnosť:
NB 647
eMail:
Webová stránka:
https://www.researchgate.net/profile/Amir-Mosavi-3
Telefón:
+421 259 325 349
ORCID iD:
0000-0003-4842-0613
WoS ResearcherID:
I-7440-2018
Vedecká činnosť:
Statistical machine learning, explainable, ethical and robust AI, scalable inference, probabilistic programming, and building an automatic statistician.
https://scholar.google.com/citations?hl=en&user=aGvspKAAAAAJ&view_op=list_works&sortby=pubdate
Dostupnosť:

Publikácie

Článok v časopise

  1. R. Abrar – S. K. Sarkar – K. T. Nishtha – S. Talukdar – S. – A. Rahman – A. R. M. Towfiqul Islam – A. Mosavi: Assessing the Spatial Mapping of Heat Vulnerability under Urban Heat Island (UHI) Effect in the Dhaka Metropolitan Area. Sustainability, č. 9, zv. 14, 2022.
  2. H. U. Ahmed – A. A. Abdalla – A. S. Mohammed – A. A. Mohammed – A. Mosavi: Statistical Methods for Modeling the Compressive Strength of Geopolymer Mortar. Materials, č. 5, zv. 15, 2022.
  3. S. M. Akhtar – M. Nazir – K. Saleem – R. Z. Ahmad – A. R. Javed – S. Band – A. Mosavi: A Multi-Agent Formalism Based on Contextual Defeasible Logic for Healthcare Systems. Frontiers in Public Health, zv. 10, 2022.
  4. M. Alanazi – A. Alanazi – Z. Ali Memon – M. Csaba – A. Mosavi: Hill Climbing Artificial Electric Field Algorithm for Maximum Power Point Tracking of Photovoltaics. Frontiers in Energy Research, 2022.
  5. A. Alanazi – M. Alanazi – Z. Ali Memon – A. Mosavi: Determining Optimal Power Flow Solutions Using New Adaptive Gaussian TLBO Method. Applied Sciences, č. 16, zv. 12, 2022.
  6. K. Almutairi – S. Algarni – T. Alqahtani – H. Moayedi – A. Mosavi: A TLBO-Tuned Neural Processor for Predicting Heating Load in Residential Buildings. Sustainability, č. 10, zv. 14, 2022.
  7. A. AMANLOU – A. A. SURATGAR – J. TAVOOSI – A. MOHAMMADZADEH – A. Mosavi: Single-Image Reflection Removal Using Deep Learning: A Systematic Review. IEEE Access, zv. 11, 2022.
  8. S. Ardabili – L. Abdolalizadeh – C. Mako – B. Torok – A. Mosavi: Systematic Review of Deep Learning and Machine Learning for Building Energy. Frontiers in Energy Research, zv. 10, 2022.   arXiv
  9. S. Arooj – A. Rahman – M. Zubair – M. Farhan Khan – K. Alissa – M. A. Khan – A. Mosavi: Breast Cancer Detection and Classification Empowered With Transfer Learning. Frontiers in Public Health, zv. 10, 2022.
  10. E. Azhir – M. Hosseinzadeh – F. Khan – A. Mosavi: Performance Evaluation of Query Plan Recommendation with Apache Hadoop and Apache Spark. Mathematics, č. 19, zv. 10, 2022.
  11. S. Band – S. Addabili – A. Mosavi – A. Yarahmadi – B. Pahlevanzadeh – A. K. Kiani – H. Allnejad-Rokny – I. Dehzangi – A. Chang – A. Beheshti – M. Moslehpour: A Survey on Machine Learning and Internet of Medical Things-Based Approaches for Handling COVID-19: Meta-Analysis. Frontiers in Public Health, zv. 10, 2022.
  12. S. Band – H. Karani – Y. Jeong – M. Moslemzadeh – S. Farzin – K. Chau – S. M. Bateni – A. Mosavi: Evaluation of Time Series Models in Simulating Different Monthly Scales of Drought Index for Improving Their Forecast Accuracy. Frontiers in Earth Science, zv. 10, 2022.
  13. W. Chen – D. Sharifrazi – G. Liang – S. S. Band – K. W. Chau – A. Mosavi: Accurate discharge coefficient prediction of streamlined weirs by coupling linear regression and deep convolutional gated recurrent unit. Engineering Applications of Computational Fluid Mechanics, č. 1, zv. 16, 2022.
  14. G. Chun Wang – Q. Zhang – S. Band – A. Mosavi: Monthly and seasonal hydrological drought forecasting using multiple extreme learning machine models. Engineering Applications of Computational Fluid Mechanics, č. 1, zv. 16, 2022.
  15. H. Darvishi Nejad – M. Nazari – M. Nazari – M. M. Shah Mardan – A. Mohammadzadeh – M. The Vu – A. Mosavi: Fuzzy State-Dependent Riccati Equation (FSDRE) Control of the Reverse Osmosis Desalination System with Photovoltaic Power Supply. IEEE ACCESS, 2022.
  16. T. Das – S. – M. Waseem Naikoo – S. Talukdar – A. Parvez – A. Rahman – S. Pal – M. S. Asgher – A. R. M. Towfiqul Islam – A. Mosavi: Analysing Process and Probability of Built-Up Expansion Using Machine Learning and Fuzzy Logic in English Bazar, West Bengal. Remote Sensing, č. 10, zv. 14, 2022.
  17. M. Dehghan Manshadi – N. Alafchi – A. Tat – M. Mousavi – A. Mosavi: Comparative Analysis of Machine Learning and Numerical Modeling for Combined Heat Transfer in Polymethylmethacrylate. Polymers, 2022.
  18. S. D. Farahani – A. H. Rabiee – A. M. Zakinia – A. Mosavi: A comparison of the pulsating and steady jets on flow-induced vibrations and thermal behavior of a sprung cylinder inside an isothermal channel. Case Studies in Thermal Engineering, zv. 30, 2022.
  19. M. Habibi – E. Chitsazzadeh – A. Mosavi: Green Resources for Safety Improvement and Sustainable Landscape Design: The Case of a Dangerous Tehran-Dizin Road Bend. Resources, č. 2, zv. 11, 2022.
  20. R. Hadjiaghaie Vafaie – R. S. Pour – A. Mohammadzadeh – J. H. Asad – A. Mosavi: Photoacoustic Detection of Pollutants Emitted by Transportation System for Use in Automotive Industry. Photonics, č. 8, zv. 9, 2022.
  21. J. Hassannataj Joloudari – S. Mojrian – I. Nodehi – A. Mashmool – Z. Kiani Zadegan – S. Khanjani Shirkharkolaie – R. Alizadehsani – T. Tamadon – S. Khosravi – M. Akbari Kohnehshari – E. Hassannatajjeloudari – D. Sharifrazi – A. Mosavi – H. Wen Loh – R. Tan – U. R. Acharya: Application of artificial intelligence techniques for automated detection of myocardial infarction: a review. Physiological Measurement, č. 8, zv. 43, 2022.
  22. F. Hejazi – H. Karim – H. Kazemi – S. Shahbazpanahi – A. Mosavi: Fracture mechanics modeling of reinforced concrete joints strengthened by CFRP sheets. Case Studies in Construction Materials, č. 11, zv. 6, 2022.
  23. Z. Heydarpour – M. Naderi Parizi – R. Ghorbnian – M. Ghaderi – S. Rezapour – A. Mosavi: A study on a special case of the Sturm-Liouville equation using the Mittag-Leffler function and a new type of contraction. AIMS Mathematics, č. 10, zv. 7, 2022.
  24. S. Jamil – W. Farooq – N. Ullah – A. Daud Khan – U. K. K. – A. Mosavi: Large electromagnetic field enhancement in plasmonic nanoellipse for tunable spaser based applications. PLoS ONE, č. 3, zv. 17, 2022.
  25. H. Jeong – S. Lee – M. Hussain Malik – E. Yousefpoor – M. Sadegh Yousefpoor – O. H. Ahmed – M. Hosseinzadeh – A. Mosavi: SecAODV: A Secure Healthcare Routing Scheme Based on Hybrid Cryptography in Wireless Body Sensor Networks. Frontiers in Medicine, zv. 9, 2022.
  26. H. Karami – Y. DadrasAjirlou – C. Jun – S. M. Bateni – S. S. Band – A. Mosavi – M. Moslehpour – K. Chau: A Novel Approach for Estimation of Sediment Load in Dam Reservoir With Hybrid Intelligent Algorithms. Frontiers in Environmental Science, zv. 10, 2022.
  27. H. Kazemi – R. H. Faraj – W. Abdullah – S. Shahbazpanahi – A. Mosavi: Effect of Medium-Density Fiberboard wastes ash on calcium silicate hydrate crystal of concrete. Journal of the Air & Waste Management Association, zv. 7, 2022.
  28. M. S. I. Khan – A. Rahman – T. Debnath – M. R. Karim – M. Kamal Nasir – S. S. Band – A. Mosavi – I. Dehzangi: Accurate brain tumor detection using deep convolutional neural network. Computational and Structural Biotechnology Journal, zv. 20, 2022.
  29. H. Lin – A. Gharehbaghi – Q. Zhang – S. S. Band – H. T. Pai – K. Chau – A. Mosavi: Time series-based groundwater level forecasting using gated recurrent unit deep neural networks. Engineering Applications of Computational Fluid Mechanics, č. 1, zv. 16, 2022.
  30. S. Liu – D. Bahrami – R. Kalbasi – M. Jahangiri – Y. Lu – X. Yang – S. S. Band – K. Chau – A. Mosavi: Efficacy of applying discontinuous boundary condition on the heat transfer and entropy generation through a slip microchannel equipped with nanofluid. Engineering Applications of Computational Fluid Mechanics, č. 1, zv. 16, 2022.
  31. S. Mahjoub – M. Golsorkhtabaramiri – S. S. Salehi Amiri – M. Hosseinzadeh – A. Mosavi: A New Combination Method for Improving Parallelism in Two- and Three-level Perfect Nested Loops. IEEE ACCESS, 2022.
  32. S. Mahmoodi – M. Heydari – K. Ahmadi – N. R. Khwarahm – O. Karami – K. Almasieh – B. Naderi – P. Bernard – A. Mosavi: The current and future potential geographical distribution of Nepeta crispa Willd., an endemic, rare and threatened aromatic plant of Iran: Implications for ecological conservation and restoration. Ecological Indicators, zv. 137, str. 108752, 2022.
  33. M. R. Mahmoudi – A. Mosavi: Cyclocopula Technique to Study the Relationship between two Cyclostationary time Series with Fractional Brownian Motion Errors. Fractals, 2022.
  34. H. Mahmoudzadeh – H. Masoudi – F. Jafari – A. Mohammad Khorshiddoost – A. Abedini – A. Mosavi: Ecological networks and corridors development in urban areas: An example of Tabriz, Iran. Frontiers in Environmental Science, č. 11, zv. 5, 2022.
  35. M. Maleki – M. Reza Mahmoudi – H. Bidram – A. Mosavi: Skewed Auto-Regressive Process with Exogenous Input Variables: An Application in the Administered Vaccine Doses on Covid-19 Spread. Fractals, 2022.
  36. T. Mesri Gundoshmian – S. Ardabili – C. Mako – A. Mosavi: Modeling and optimization of the oyster mushroom growth using artificial neural network: Economic and environmental impacts. Mathematical Biosciences and Engineering, č. 10, zv. 19, 2022.
  37. A. Mosavi – A. Mohamadzadeh – S. Rathinasamy – C. Zhang – U. Reuter – K. Levente – H. Adeli: Deep learning fuzzy immersion and invariance control for type-I diabetes. Computers in Biology and Medicine, zv. 149, 2022.
  38. M. Mousavi – M. Dehghan Manshadi – M. Soltani – F. M. Kashkooli – A. Rahmim – A. Mosavi – M. Kvasnica – P. M. Atkinson – L. Kovács – A. Koltay – N. Kiss – H. Adeli: Modeling the efficacy of different anti-angiogenic drugs on treatment of solid tumors using 3D computational modeling and machine learning. Computers in Biology and Medicine, zv. 146, 2022.
  39. Z. Najafi – K. Zare – M. R. Mahmoudi – S. Shokri – A. Mosavi: Inference and Local Influence Assessment in a Multifactor Skew-Normal Linear Mixed Model. Mathematics, č. 15, zv. 10, 2022.
  40. I. Naseer – S. Akram – T. Masood – A. Jaffar – M. Adnan Khan – A. Mosavi: Performance Analysis of State-of-the-Art CNN Architectures for LUNA16. Sensors, č. 12, zv. 22, 2022.
  41. J. Pap – C. Mako – M. Illessy – Z. Dedaj – S. Ardabili – B. Torok – A. Mosavi: Correlation Analysis of Factors Affecting Firm Performance and Employees Wellbeing: Application of Advanced Machine Learning Analysis. Algorithms, č. 9, zv. 15, 2022.
  42. A. H. Rabiee – F. Rafieian – A. Mosavi: Active vibration control of tandem square cylinders for three different phenomena: Vortex-induced vibration, galloping, and wake-induced vibration. Alexandria Engineering Journal, č. 12, zv. 61, 2022.
  43. A. Rahman – S. Abbas – M. Gollapalli – R. Ahmed – S. Aftab – M. Ahmad – M. Adnan Khan – A. Mosavi: Rainfall Prediction System Using Machine Learning Fusion for Smart Cities. Sensors, č. 9, zv. 22, 2022.
  44. A. Rahman – A. Alqahtani – N. Aldhafferi – M. Umar Nasir – M. Farhan Khan – M. Adnan Khan – A. Mosavi: Histopathologic Oral Cancer Prediction Using Oral Squamous Cell Carcinoma Biopsy Empowered with Transfer Learning. Sensors, č. 10, zv. 22, 2022.
  45. A. Rahman – R. Naz Asif – K. Sultan – S. A. Alsaif – S. Abbas – M. Adnan Khan – A. Mosavi: ECG Classification for Detecting ECG Arrhythmia Empowered with Deep Learning Approaches. Computational Intelligence and Neuroscience, zv. 2022, 2022.
  46. A. Rahman – M. Umar Nasir – M. Gollapalli – S. A. Alsaif – A. S. Almadhor – S. Mehmood – M. A. Khan – A. Mosavi: IoMT-Based Mitochondrial and Multifactorial Genetic Inheritance Disorder Prediction Using Machine Learning. Computational Intelligence and Neuroscience, 2022.
  47. A. M. Rahmani – S. Ali – M. H. Malik – E. Yousefpoor – M. S. Yousefpoor – A. Mosavi – F. khan – M. Hosseinzadeh: An energy‑aware and Q‑learning‑based area coverage for oil pipeline monitoring systems using sensors and Internet of Things. Scientific Reports, 2022.
  48. A. Rehman – S. Abbas – M. Khan – T. M.Ghazal – K. Muhammad Adnan – A. Mosavi: A secure healthcare 5.0 system based on blockchain technology entangled with federated learning technique. Computers in Biology and Medicine, zv. 150, 2022.
  49. M. A. Rezaei – M. Nayeripour – J. Hu – S. Band – A. Mosavi – M. Khooban: A New Hybrid Cascaded Switched-Capacitor Reduced Switch Multilevel Inverter for Renewable Sources and Domestic Loads. IEEE Access, zv. 11, 2022.
  50. A. Roshanianfard – N. Noguchi – S. Ardabili – C. Mako – A. Mosavi: Autonomous Robotic System for Pumpkin Harvesting. Agronomy, č. 7, zv. 12, 2022.
  51. S. S. Band – S. Addabili – A. S. Danesh – Z. Mansor – I. AlShourbaji – A. Mosavi: Colonial competitive evolutionary Rao algorithm for optimal engineering design. Alexandria Engineering Journal, č. 12, zv. 61, 2022.
  52. S. S. Band – S. Ardabili – M. SOOKHAK – A. T. CHRONOPOULOS – S. ELNAFFAR – M. MOSLEHPOUR – M. CSABA – B. TOROK – H. PAI – A. Mosavi: When Smart Cities Get Smarter via Machine Learning: An In-Depth Literature Review. IEEE ACCESS, 2022.
  53. M. Sabzehali – A. H. Rabiee – M. Alibeigi – A. Mosavi: Predicting the energy and exergy performance of F135 PW100 turbofan engine via deep learning approach. Energy Conversion and Management, zv. 265, 2022.
  54. M. Safaei-Farouji – S. Band – A. Mosavi: Oil Family Typing Using a Hybrid Model of Self-Organizing Maps and Artificial Neural Networks. Asian Journal of Control, č. 3, zv. 25, 2022.   arXiv
  55. S. K. Sarkar – S. Bin Ansar – K. M. Mohiuddin Ekram – M. H. Khan – S. Talukdar – M. W. Naikoo – A. R. T. Islam – A. Rahman – A. Mosavi: Developing Robust Flood Susceptibility Model with Small Numbers of Parameters in Highly Fertile Regions of Northwest Bangladesh for Sustainable Flood and Agriculture Management. Sustainability, č. 7, zv. 14, 2022.
  56. G. Shahgholi – S. Ardabili – A. Shayei – I. Felde – A. Mosavi: Computational Analysis of the Effect of Balancer on the Vibration Performance of the Engine: Experimental and Simulation. Acta Polytechnica Hungarica, č. 4, zv. 19, 2022.
  57. M. B. Shoaib Khan – A. Rahman – M. Saqib Nawaz – R. Ahmed – M. A. Khan – A. Mosavi: Intelligent breast cancer diagnostic system empowered by deep extreme gradient descent optimization. Mathematical Biosciences and Engineering, č. 8, zv. 19, 2022.
  58. N. H. Sor – T. K. Mohammed Ali – K. S. Vali – H. U. Ahmed – R. H. Faraj – N. Bheel – A. Mosavi: The behavior of sustainable self-compacting concrete reinforced with low-density waste Polyethylene fiber. Materials Research Express, zv. 9, 2022.
  59. A. R. M. Towfiqul Islam – S. Talukdar – S. Akhter – K. U. Eibek, Md. – M. Rahman – S. Pal – M. W. Naikoo – A. Rahman – A. Mosavi: Assessing the Impact of the Farakka Barrage on Hydrological Alteration in the Padma River with Future Insight. Sustainability, č. 9, zv. 14, 2022.
  60. A. ur-Rahman – M. Umar Nasir – A. Mosavi: Advance Genome Disorder Prediction Model Empowered with Deep Learning. IEEE ACCESS, 2022.
  61. C. Venkatesh – K. Ramana – S. Yamini Lakkisetty – S. Band – S. Agarwal – A. Mosavi: A Neural Network and Optimization Based Lung Cancer Detection System in CT Images. Frontiers in Public Health, zv. 10, 2022.
  62. H. Vo Thanh – M. Safaei-Farouji – N. Wei – S. S. Band – A. Mosavi: Knowledge-based rigorous machine learning techniques to predict the deliverability of underground natural gas storage sites for contributing to sustainable development goals. Energy Reports, zv. 8, 2022.
  63. K. Wanga – S. S. Band – R. Ameri – M. Biyari – T. Hai – C. Hsu – M. Hadjouni – H. Elmannai – K. Chau – A. Mosavi: Performance improvement of machine learning models via wavelet theory in estimating monthly river streamflow. Engineering Applications of Computational Fluid Mechanics, č. 1, zv. 16, 2022.
  64. L. Yang – M. Guo – A. Mohamadzadeh – A. Mosavi: Taylor Series-Based Fuzzy Model Predictive Control for Wheeled Robots. Mathematics, č. 16, zv. 10, 2022.
  65. M. Yaseliani – A. Zeinal Hamadani – A. Ijadi Maghsoodi – A. Mosavi: Pneumonia Detection Proposing a Hybrid Deep Convolutional Neural Network Based on Two Parallel Visual Geometry Group Architectures and Machine Learning Classifiers. IEEE ACCESS, č. 8, zv. 11, 2022.
  66. E. Yousefi – M. Barzegar Shiri – M. A. Rezaei – S. Rezaei – A. Mosavi: A novel long-term water absorption and thickness swelling deep learning forecast method for corn husk fiber-polypropylene composite. Case Studies in Construction Materials, č. 2, zv. 8, 2022.
  67. G. Zhang – S. Band – S. Ardabili – K. Chau – A. Mosavi: Integration of neural network and fuzzy logic decision making compared with bilayered neural network in the simulation of daily dew point temperature. Engineering Applications of Computational Fluid Mechanics, č. 1, zv. 16, str. 713–723, 2022.
  68. G. Zhang – S. M. Bateni – C. Jun – H. Khoshkam – B. S. Shahab – A. Mosavi: Feasibility of Random Forest and Multivariate Adaptive Regression Splines for Predicting Long-Term Mean Monthly Dew Point Temperature. Frontiers in Environmental Science, zv. 10, 2022.
  69. G. Zhang – S. Davoodi – S. Band – H. Ghorbani – A. Mosavi – M. Moslehpour: A robust approach to pore pressure prediction applying petrophysical log data aided by machine learning techniques. Energy, č. 201, str. 2233–2247, 2022.
  70. X. Zhang – X. Liu – X. Wang – S. S. Band – S. A. Bagherzadeh – S. Taherifar – A. Abdollahi – M. Bahrami – A. Karimipour – K. Chau – A. Mosavi: Energetic thermo-physical analysis of MLP-RBF feed-forward neural network compared with RLS Fuzzy to predict CuO/liquid paraffin mixture properties. Engineering Applications of Computational Fluid Mechanics, č. 1, zv. 16, 2022.
  71. D. Zhao – S. Sun – A. Mohammadzadeh – A. Mosavi: Adaptive Intelligent Model Predictive Control for Microgrid Load Frequency. Sustianability, č. 18, zv. 14, 2022.

Ústav informatizácie, automatizácie a matematiky vznikol 1.1.2006 spojením Katedry informatizácie a riadenia procesov a Katedry matematiky.

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