Ali Jamali

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 42

Top Topics

Predictive Control

Genetic Programming

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Int. J. Appl. Earth Obs. Geoinformation

Swarm Evol. Comput.

Publications

Ali Jamali, Swalpa Kumar Roy, Jonathan Li, Pedram Ghamisi
Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Bing Lu, Pedram Ghamisi
How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image Classification. CoRR (2024)
Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Peter M. Atkinson, Pedram Ghamisi
Spatial-Gated Multilayer Perceptron for Land Use and Land Cover Mapping. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Zahra Mehraban, Ashkan Y. Zadeh, Hamid Khayyam, Rammohan Mallipeddi, Ali Jamali
Fuzzy adaptive cruise control with model predictive control responding to dynamic traffic conditions for automated driving. Eng. Appl. Artif. Intell. 136 (2024)
Bahman Ahmadi, Ali Jamali, Rammohan Mallipeddi, Nader Nariman-Zadeh, Behzad Ahmadi, Hamid Khayyam
Bi-level game theoretic approach for robust design: A case study of path-generating four-bar. Swarm Evol. Comput. 89 (2024)
Ali Jamali, Swalpa Kumar Roy, Leila Hashemi Beni, Biswajeet Pradhan, Jonathan Li, Pedram Ghamisi
Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery. Int. J. Appl. Earth Obs. Geoinformation 127 (2024)
Swalpa Kumar Roy, Atri Sukul, Ali Jamali, Juan Mario Haut, Pedram Ghamisi
Cross Hyperspectral and LiDAR Attention Transformer: An Extended Self-Attention for Land Use and Land Cover Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Peter M. Atkinson, Pedram Ghamisi
Attention Graph Convolutional Network for Disjoint Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Hamid Khayyam, Naeim Akbari Shahkhosravi, Ali Jamali, Minoo Naebe, Rahele Kafieh, Abbas S. Milani
GMDH-Kalman Filter prediction of high-cycle fatigue life of drilled industrial composites: A hybrid machine learning with limited data. Expert Syst. Appl. 216 (2023)
Ali Jamali, Swalpa Kumar Roy, Jonathan Li, Pedram Ghamisi
Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction. CoRR (2023)
Ali Jamali, Swalpa Kumar Roy, Pedram Ghamisi
WetMapFormer: A unified deep CNN and vision transformer for complex wetland mapping. Int. J. Appl. Earth Obs. Geoinformation 120 (2023)
Nafiseh Kakhani, Moien Rangzan, Ali Jamali, Sara Attarchi, Seyed Kazem Alavipanah, Thomas Scholten
SoilNet: An Attention-based Spatio-temporal Deep Learning Framework for Soil Organic Carbon Prediction with Digital Soil Mapping in Europe. CoRR (2023)
Ali Jamali, Swalpa Kumar Roy, Avik Bhattacharya, Pedram Ghamisi
Local Window Attention Transformer for Polarimetric SAR Image Classification. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Nasim Ensansefat, Ali Chaibakhsh, Ali Jamali
approach. Int. J. Control 96 (1) (2023)
Arman Javadian, Nader Nariman-Zadeh, Ali Jamali
Evolutionary design of marginally robust multivariable PID controller. Eng. Appl. Artif. Intell. 121 (2023)
Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Peter M. Atkinson, Pedram Ghamisi
Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping. CoRR (2023)
Ali Jamali, Swalpa Kumar Roy, Jonathan Li, Pedram Ghamisi
TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping. Int. J. Appl. Earth Obs. Geoinformation 120 (2023)
Adel Mohammadi, Nader Nariman-Zadeh, Meghdad Payan, Ali Jamali
Evaluation of the absolute forms of cost functions in optimization using a novel evolutionary algorithm. Soft Comput. 27 (22) (2023)
Ali Jamali, Fariba Mohammadimanesh, Masoud MahdianPari
Wetland Classification with Swin Transformer Using Sentinel-1 and Sentinel-2 Data. IGARSS (2022)
Ali Jamali, Masoud MahdianPari, Brian Brisco, Dehua Mao, Bahram Salehi, Fariba Mohammadimanesh
3DUNetGSFormer: A deep learning pipeline for complex wetland mapping using generative adversarial networks and Swin transformer. Ecol. Informatics 72 (2022)
Ali Jamali, Masoud MahdianPari, Fariba Mohammadimanesh, Brian Brisco, Bahram Salehi
3-D Hybrid CNN Combined With 3-D Generative Adversarial Network for Wetland Classification With Limited Training Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Ali Jamali, Masoud MahdianPari, Fariba Mohammadimanesh, Avik Bhattacharya, Saeid Homayouni
PolSAR Image Classification Based on Deep Convolutional Neural Networks Using Wavelet Transformation. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Ali Jamali, Masoud MahdianPari
Swin Transformer and Deep Convolutional Neural Networks for Coastal Wetland Classification Using Sentinel-1, Sentinel-2, and LiDAR Data. Remote. Sens. 14 (2) (2022)
Seyed Hamed Ashraf Talesh, Nader Nariman-Zadeh, Ali Jamali
Multi-objective parametric design of PI/PID controllers via multi-level game-theoretic optimization for systems with time delay. Trans. Inst. Meas. Control 44 (13) (2022)
Hossein Bonakdari, Hamed Azimi, Isa Ebtehaj, Bahram Gharabaghi, Ali Jamali, Seyed Hamed Ashraf Talesh
Estimation of Velocity Field in Narrow Open Channels by a Hybrid Metaheuristic ANFIS Network. SAI (1) (2022)
Ali Jamali, Masoud MahdianPari, Fariba Mohammadimanesh, Saeid Homayouni
A deep learning framework based on generative adversarial networks and vision transformer for complex wetland classification using limited training samples. Int. J. Appl. Earth Obs. Geoinformation 115 (2022)
Mir Masoud Ale Ali, Ali Jamali, A. Asgharnia, R. Ansari, Rammohan Mallipeddi
Multi-objective Lyapunov-based controller design for nonlinear systems via genetic programming. Neural Comput. Appl. 34 (2) (2022)
Ali Jamali, Masoud MahdianPari, Brian Brisco, Jean Granger, Fariba Mohammadimanesh, Bahram Salehi
Comparing Solo Versus Ensemble Convolutional Neural Networks for Wetland Classification Using Multi-Spectral Satellite Imagery. Remote. Sens. 13 (11) (2021)
Mohammad Aftabi Talami, Ali Jamali, Nader Nariman-Zadeh
A new method for extracting the state equations from bond graph of dynamical systems (SEBG method). Int. J. Gen. Syst. 50 (6) (2021)
Rammohan Mallipeddi, Iman Gholaminezhad, Mohammad S. Saeedi, Hirad Assimi, Ali Jamali
Robust controller design for systems with probabilistic uncertain parameters using multi-objective genetic programming. Soft Comput. 25 (1) (2021)
Hamid Khayyam, Ali Jamali, Alireza Bab-Hadiashar, Thomas Esch, Seeram Ramakrishna, Mahdi Jalili, Minoo Naebe
A Novel Hybrid Machine Learning Algorithm for Limited and Big Data Modeling With Application in Industry 4.0. IEEE Access 8 (2020)
Ali Jamali, Rammohan Mallipeddi, M. Salehpour, Ahmad Bagheri
Multi-objective differential evolution algorithm with fuzzy inference-based adaptive mutation factor for Pareto optimum design of suspension system. Swarm Evol. Comput. 54 (2020)
Ali Jamali
Land use land cover mapping using advanced machine learning classifiers: A case study of Shiraz city, Iran. Earth Sci. Informatics 13 (4) (2020)
Adel Mohammadi, Nader Nariman-Zadeh, Ali Jamali
The archived-based genetic programming for optimal design of linear/non-linear controllers. Trans. Inst. Meas. Control 42 (8) (2020)
Hirad Assimi, Ali Jamali, Nader Nariman-Zadeh
Multi-objective sizing and topology optimization of truss structures using genetic programming based on a new adaptive mutant operator. Neural Comput. Appl. 31 (10) (2019)
Gelayol Golkarnarenji, Minoo Naebe, Khashayar Badii, Abbas S. Milani, Ali Jamali, Alireza Bab-Hadiashar, Reza N. Jazar, Hamid Khayyam
Multi-Objective Optimization of Manufacturing Process in Carbon Fiber Industry Using Artificial Intelligence Techniques. IEEE Access 7 (2019)
Hirad Assimi, Ali Jamali
A hybrid algorithm coupling genetic programming and Nelder-Mead for topology and size optimization of trusses with static and dynamic constraints. Expert Syst. Appl. 95 (2018)
Hamed Azimi, Hossein Bonakdari, Isa Ebtehaj, Seyed Hamed Ashraf Talesh, David G. Michelson, Ali Jamali
Evolutionary Pareto optimization of an ANFIS network for modeling scour at pile groups in clear water condition. Fuzzy Sets Syst. 319 (2017)
Hirad Assimi, Ali Jamali, Nader Nariman-Zadeh
Sizing and topology optimization of truss structures using genetic programming. Swarm Evol. Comput. 37 (2017)
Iman Gholaminezhad, Ali Jamali, Hirad Assimi
Multi-objective reliability-based robust design optimization of robot gripper mechanism with probabilistically uncertain parameters. Neural Comput. Appl. 28 (S-1) (2017)
Ali Jamali, E. Khaleghi, Iman Gholaminezhad, Nader Nariman-Zadeh, B. Gholaminia, A. Jamal-Omidi
Multi-objective genetic programming approach for robust modeling of complex manufacturing processes having probabilistic uncertainty in experimental data. J. Intell. Manuf. 28 (1) (2017)
Ali Jamali, E. Khaleghi, Iman Gholaminezhad, Nader Nariman-Zadeh
Modelling and prediction of complex non-linear processes by using Pareto multi-objective genetic programming. Int. J. Syst. Sci. 47 (7) (2016)
V. Majdabadi-Farahani, M. Hanif, Iman Gholaminezhad, Ali Jamali, Nader Nariman-Zadeh
Multi-objective optimal design of online PID controllers using model predictive control based on the group method of data handling-type neural networks. Connect. Sci. 26 (4) (2014)
Ali Jamali, M. Ghamati, B. Ahmadi, Nader Nariman-Zadeh
Probability of failure for uncertain control systems using neural networks and multi-objective uniform-diversity genetic algorithms (MUGA). Eng. Appl. Artif. Intell. 26 (2) (2013)
Mohammad Javad Mahmoodabadi, Ahmad Bagheri, Nader Nariman-Zadeh, Ali Jamali, Rahmat Abedzadeh Maafi
Pareto Design of Decoupled Sliding-Mode Controllers for Nonlinear Systems Based on a Multiobjective Genetic Algorithm. J. Appl. Math. 2012 (2012)
Nader Nariman-Zadeh, M. Salehpour, Ali Jamali, E. Haghgoo
Pareto optimization of a five-degree of freedom vehicle vibration model using a multi-objective uniform-diversity genetic algorithm (MUGA). Eng. Appl. Artif. Intell. 23 (4) (2010)
Ali Jamali, A. Hajiloo, Nader Nariman-Zadeh
Reliability-based robust Pareto design of linear state feedback controllers using a multi-objective uniform-diversity genetic algorithm (MUGA). Expert Syst. Appl. 37 (1) (2010)
Ali Jamali, Nader Nariman-Zadeh, A. Darvizeh, A. Masoumi, S. Hamrang
Multi-objective evolutionary optimization of polynomial neural networks for modelling and prediction of explosive cutting process. Eng. Appl. Artif. Intell. 22 (4-5) (2009)