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Most cited papers from Obuda University

What are the most cited papers from Obuda University?

The most cited paper from Obuda University is "The renewable energy role in the global energy Transformations" (Qusay Hassan, Patrik Viktor, Tariq Jwad Al-Musawi et al., 2024), with 1,661 citations. Next come "Progressing nanotechnology to improve targeted cancer treatment: overcoming hurdles in its clinical implementation" (1,059) and "Deep learning modelling techniques: current progress, applications, advantages, and challenges" (1,057).

Showing 50 of 60 papers. Every paper with more than 154 citations is listed.

Most cited papers, sortable by citations and release date
#Paper
1 The renewable energy role in the global energy Transformations Qusay Hassan, Patrik Viktor, Tariq Jwad Al-Musawi et al. · Renewable energy focus 26 Jan 2024 1,661
2 Progressing nanotechnology to improve targeted cancer treatment: overcoming hurdles in its clinical implementation Mohammad Chehelgerdi, Matin Chehelgerdi, Matin Chehelgerdi et al. · Molecular Cancer Open access 9 Oct 2023 1,059
3 Deep learning modelling techniques: current progress, applications, advantages, and challenges Shams Forruque Ahmed, Md. Sakib Bin Alam, Maruf Hassan et al. · Artificial Intelligence Review Open access 17 Apr 2023 1,057
4 An ensemble prediction of flood susceptibility using multivariate discriminant analysis, classification and regression trees, and support vector machines Bahram Choubin, Ehsan Moradi, Mohammad Golshan et al. · The Science of The Total Environment Open access 5 Oct 2018 798
5 Hippopotamus optimization algorithm: a novel nature-inspired optimization algorithm Mohammad Hussein Amiri, Nastaran Mehrabi Hashjin, Mohsen Montazeri et al. · Scientific Reports Open access 29 Feb 2024 692
6 Crayfish optimization algorithm Heming Jia, Honghua Rao, Changsheng Wen et al. · Artificial Intelligence Review Open access 2 Sep 2023 633
7 Greylag Goose Optimization: Nature-inspired optimization algorithm El‐Sayed M. El‐kenawy, Nima Khodadadi, Seyedali Mirjalili et al. · Expert Systems with Applications 18 Oct 2023 581
8 State of the Art of Machine Learning Models in Energy Systems, a Systematic Review Amir Mosavi, Mohsen Salimi, Sina Ardabili et al. · Energies ReviewOpen access 4 Apr 2019 571
9 Mountain Gazelle Optimizer: A new Nature-inspired Metaheuristic Algorithm for Global Optimization Problems Benyamın Abdollahzadeh, Farhad Soleimanian Gharehchopogh, Nima Khodadadi et al. · Advances in Engineering Software 29 Oct 2022 481
10 Puma optimizer (PO): a novel metaheuristic optimization algorithm and its application in machine learning Benyamın Abdollahzadeh, Nima Khodadadi, Saeid Barshandeh et al. · Cluster Computing 19 Jan 2024 477
11 Predicting Stock Market Trends Using Machine Learning and Deep Learning Algorithms Via Continuous and Binary Data; a Comparative Analysis Mojtaba Nabipour, Pooyan Nayyeri, Hamed Jabani et al. · IEEE Access Open access 2020 465
12 Crowdsourcing, Citizen Science or Volunteered Geographic Information? The Current State of Crowdsourced Geographic Information Linda See, Peter J. F. MOONEY, Giles M. Foody et al. · ISPRS International Journal of Geo-Information Open access 27 Apr 2016 437
13 Sustainable Business Models: A Review Saeed Nosratabadi, Amir Mosavi, Shahaboddin Shamshirband et al. · Sustainability Open access 19 Mar 2019 424
14 Accurate brain tumor detection using deep convolutional neural network Md. Saikat Islam Khan, Anichur Rahman, Tanoy Debnath et al. · Computational and Structural Biotechnology Journal Open access 2022 402
15 A Systematic Review of the Whale Optimization Algorithm: Theoretical Foundation, Improvements, and Hybridizations Mohammad H. Nadimi-Shahraki, Hoda Zamani, Zahra Asghari Varzaneh et al. · Archives of Computational Methods in Engineering ReviewOpen access 27 May 2023 378
16 A Survey on Large Language Models: Applications, Challenges, Limitations, and Practical Usage Muhammad Usman Hadi, qasem al tashi, Rizwan Qureshi et al. PreprintOpen access 10 Jul 2023 376
17 COVID-19 Outbreak Prediction with Machine Learning Sina Ardabili, Amir Mosavi, Pedram Ghamisi et al. · Algorithms Open access Oct 2020 365
18 Flash-flood hazard assessment using ensembles and Bayesian-based machine learning models: Application of the simulated annealing feature selection method Farzaneh Sajedi Hosseini, Bahram Choubin, Amir Mosavi et al. · The Science of The Total Environment 21 Nov 2019 353
19 Starfish optimization algorithm (SFOA): a bio-inspired metaheuristic algorithm for global optimization compared with 100 optimizers Changting Zhong, Gang Li, Zeng Meng et al. · Neural Computing and Applications 16 Dec 2024 322
20 Evaluating urban flood risk using hybrid method of TOPSIS and machine learning Elham Rafiei-Sardooi, Ali Azareh, Bahram Choubin et al. · International Journal of Disaster Risk Reduction Open access Oct 2021 300
21 Predicting Standardized Streamflow index for hydrological drought using machine learning models Shahabbodin Shamshirband, Sajjad Hashemi, Hana Salimi et al. · Engineering Applications of Computational Fluid Mechanics Open access 2020 298
22 Rituximab versus intravenous cyclophosphamide in patients with connective tissue disease-associated interstitial lung disease in the UK (RECITAL): a double-blind, double-dummy, randomised, controlled, phase 2b trial Toby M. Maher et al. · The Lancet Respiratory Medicine Open access 11 Nov 2022 290
23 MEALPY: An open-source library for latest meta-heuristic algorithms in Python Nguyen Van Thieu, Seyedali Mirjalili · Journal of Systems Architecture 5 Apr 2023 282
24 Integrated machine learning methods with resampling algorithms for flood susceptibility prediction Esmaeel Dodangeh, Bahram Choubin, Ahmad Najafi Eigdir et al. · The Science of The Total Environment 6 Dec 2019 278
25 COVID-19 Pandemic Prediction for Hungary; A Hybrid Machine Learning Approach Gergő Pintér, Imre Felde, Amir Mosavi et al. · Mathematics Open access 2 Jun 2020 276
26 Insights into Internet of Medical Things (IoMT): Data fusion, security issues and potential solutions Shams Forruque Ahmed, Md. Sakib Bin Alam, Shaila Afrin et al. · Information Fusion Open access 29 Sep 2023 260
27 Flash Flood Susceptibility Modeling Using New Approaches of Hybrid and Ensemble Tree-Based Machine Learning Algorithms Shahab S. Band, Saeid Janizadeh, Subodh Chandra Pal et al. · Remote Sensing Open access 31 Oct 2020 255
28 A secure healthcare 5.0 system based on blockchain technology entangled with federated learning technique Abdur Rehman, Sagheer Abbas, Muhammad Adnan Khan et al. · Computers in Biology and Medicine Open access 21 Sep 2022 251
29 Command Filter-Based Adaptive NN Control for MIMO Nonlinear Systems With Full-State Constraints and Actuator Hysteresis Jianbin Qiu, Kangkang Sun, Imre J. Rudas et al. · IEEE Transactions on Cybernetics 22 Oct 2019 249
30 Compressive Strength of Sustainable Geopolymer Concrete Composites: A State-of-the-Art Review Hemn Unis Ahmed, Azad A. Mohammed, Serwan Khwrshid Rafiq et al. · Sustainability Open access 7 Dec 2021 234
31 Economic and Sustainability of Biodiesel Production—A Systematic Literature Review Tamás Mizik, Gábor Gyarmati · Clean Technologies ReviewOpen access 8 Jan 2021 229
32 Groundwater Quality Assessment for Sustainable Drinking and Irrigation Esmaeil Asadi, Mohammad Isazadeh, Saeed Samadianfard et al. · Sustainability Open access 24 Dec 2019 224
33 Prediction of Hydropower Generation Using Grey Wolf Optimization Adaptive Neuro-Fuzzy Inference System Majid Dehghani, Hossien Riahi-Madvar, Farhad Hooshyaripor et al. · Energies Open access 17 Jan 2019 215
34 A Review on Constraint Handling Techniques for Population-based Algorithms: from single-objective to multi-objective optimization Iman Rahimi, Amir H. Gandomi, Fang Chen et al. · Archives of Computational Methods in Engineering Open access 9 Dec 2022 209
35 Meta-learning Approaches for Few-Shot Learning: A Survey of Recent Advances Hassan Gharoun, Fereshteh Momenifar, Fang Chen et al. · ACM Computing Surveys Open access 3 May 2024 204
36 Snow avalanche hazard prediction using machine learning methods Bahram Choubin, Moslem Borji, Amir Mosavi et al. · Journal of Hydrology Open access 6 Jul 2019 201
37 Advances in Machine Learning Modeling Reviewing Hybrid and Ensemble Methods Sina Ardabili, Amir Mosavi, Annamária R. Várkonyi-Kóczy · Lecture notes in networks and systems Conference paper 2020 194
38 Prediction of Compression Index of Fine-Grained Soils Using a Gene Expression Programming Model Danial Mohammadzadeh S., Seyed-Farzan Kazemi, Amir Mosavi et al. · Infrastructures Open access 14 May 2019 192
39 An improved whale optimization algorithm based on multi-population evolution for global optimization and engineering design problems Ya Shen, Chen Zhang, Farhad Soleimanian Gharehchopogh et al. · Expert Systems with Applications Open access 17 Nov 2022 189
40 A New Online Learned Interval Type-3 Fuzzy Control System for Solar Energy Management Systems Zhi Liu, Ardashir Mohammadzadeh, Hamza Turabieh et al. · IEEE Access Open access 2021 189
41 Modeling Pan Evaporation Using Gaussian Process Regression K-Nearest Neighbors Random Forest and Support Vector Machines; Comparative Analysis Sevda Shabani, Saeed Samadianfard, Mohammad Taghi Sattari et al. · Atmosphere Open access 4 Jan 2020 188
42 SmartBlock-SDN: An Optimized Blockchain-SDN Framework for Resource Management in IoT Anichur Rahman, Md. Jahidul Islam, Antonio Montieri et al. · IEEE Access Open access 2021 187
43 Academic student satisfaction and perceived performance in the e-learning environment during the COVID-19 pandemic: Evidence across ten countries Damijana Keržič et al. · PLoS ONE Open access 20 Oct 2021 186
44 Susceptibility Mapping of Soil Water Erosion Using Machine Learning Models Amirhosein Mosavi, Farzaneh Sajedi Hosseini, Bahram Choubin et al. · Water Open access 14 Jul 2020 184
45 Geyser Inspired Algorithm: A New Geological-inspired Meta-heuristic for Real-parameter and Constrained Engineering Optimization Mojtaba Ghasemi, Mohsen Zare, Amir Zahedi et al. · Journal of Bionic Engineering 26 Sep 2023 183
46 Current development on the Operator 4.0 and transition towards the Operator 5.0: A systematic literature review in light of Industry 5.0 Bartłomiej Gładysz, Tuan-anh Tran, David Romero et al. · Journal of Manufacturing Systems ReviewOpen access 29 Jul 2023 182
47 Higher Education Students’ Perceptions of Online Learning during COVID-19—A Comparative Study Desireé Joy Cranfield, Andrea Tick, Isabella Margarethe Venter et al. · Education Sciences Open access 4 Aug 2021 180
48 Mapping the spatial and temporal variability of flood hazard affected by climate and land-use changes in the future Saeid Janizadeh, Subodh Chandra Pal, Asish Kumar Saha et al. · Journal of Environmental Management Open access 17 Aug 2021 170
49 Deep Learning and Machine Learning in Hydrological Processes Climate Change and Earth Systems a Systematic Review Sina Ardabili, Amir Mosavi, Majid Dehghani et al. · Lecture notes in networks and systems Conference paper 2020 170
50 Ensemble models with uncertainty analysis for multi-day ahead forecasting of chlorophyll a concentration in coastal waters Shahaboddin Shamshirband, Ehsan Jafari Nodoushan, Jason E. Adolf et al. · Engineering Applications of Computational Fluid Mechanics Open access 14 Dec 2018 168

Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for an institution when any of its authors gave it as an affiliation; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.