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Xinxin Wu, Xiaoping Liu, Dachuan Zhang, Jinbao Zhang, Jialyu He & Xiaocong Xu. (2022) Simulating mixed land-use change under multi-label concept by integrating a convolutional neural network and cellular automata: a case study of Huizhou, China. GIScience & Remote Sensing 59:1, pages 609-632.
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Julian Hagenauer, Hichem Omrani & Marco Helbich. (2019) Assessing the performance of 38 machine learning models: the case of land consumption rates in Bavaria, Germany. International Journal of Geographical Information Science 33:7, pages 1399-1419.
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Hichem Omrani, Amin Tayyebi & Bryan Pijanowski. (2017) Integrating the multi-label land-use concept and cellular automata with the artificial neural network-based Land Transformation Model: an integrated ML-CA-LTM modeling framework. GIScience & Remote Sensing 54:3, pages 283-304.
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Walid Al-Shaar, Olivier Bonin & Bernard de Gouvello. (2022) Scenario-Based Predictions of Urban Dynamics in Île-de-France Region: A New Combinatory Methodologic Approach of Variance Analysis and Frequency Ratio. Sustainability 14:11, pages 6806.
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Karolina Zięba-Kulawik, Konrad Skoczylas, Ahmed Mustafa, Piotr Wężyk, Philippe Gerber, Jacques Teller & Hichem Omrani. (2020) Spatiotemporal Changes in 3D Building Density with LiDAR and GEOBIA: A City-Level Analysis. Remote Sensing 12:21, pages 3668.
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Kristen M. Bellisario, Taylor Broadhead, David Savage, Zhao Zhao, Hichem Omrani, Saihua Zhang, John Springer & Bryan C. Pijanowski. (2019) Contributions of MIR to soundscape ecology. Part 3: Tagging and classifying audio features using a multi-labeling k-nearest neighbor approach. Ecological Informatics 51, pages 103-111.
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Kristen M. Bellisario, Jack VanSchaik, Zhao Zhao, Amandine Gasc, Hichem Omrani & Bryan C. Pijanowski. (2019) Contributions of MIR to Soundscape Ecology. Part 2: Spectral timbral analysis for discriminating soundscape components. Ecological Informatics 51, pages 1-14.
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Maher Milad Aburas, Mohd Sanusi S. Ahamad & Najat Qader Omar. (2019) Spatio-temporal simulation and prediction of land-use change using conventional and machine learning models: a review. Environmental Monitoring and Assessment 191:4.
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Lingzhi Wang, Hichem Omrani, Zhao Zhao, Dante Francomano, Ke Li & Bryan Pijanowski. (2019) Analysis on urban densification dynamics and future modes in southeastern Wisconsin, USA. PLOS ONE 14:3, pages e0211964.
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Hichem Omrani, Benoit Parmentier, Marco Helbich & Bryan Pijanowski. (2019) The land transformation model-cluster framework: Applying k-means and the Spark computing environment for large scale land change analytics. Environmental Modelling & Software 111, pages 182-191.
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Mohammad Rondhi, Pravitasari Anjar Pratiwi, Vivi Trisna Handini, Aryo Fajar Sunartomo & Subhan Arif Budiman. 2019. Current Trends in Landscape Research. Current Trends in Landscape Research
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Lingzhi Wang, Bryan Pijanowski, Weishi Yang, Ruixue Zhai, Hichem Omrani & Ke Li. (2018) Predicting multiple land use transitions under rapid urbanization and implications for land management and urban planning: The case of Zhanggong District in central China. Habitat International 82, pages 48-61.
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Xiaohong Yang, Zhong Xie, Feng Ling, Xiaodong Li, Yihang Zhang & Ming Zhong. (2018) Spatio-Temporal Super-Resolution Land Cover Mapping Based on Fuzzy C-Means Clustering. Remote Sensing 10:8, pages 1212.
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Federico Amato, Marj Tonini, Beniamino Murgante & Mikhail Kanevski. (2018) Fuzzy definition of Rural Urban Interface: An application based on land use change scenarios in Portugal. Environmental Modelling & Software 104, pages 171-187.
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Ahmed Mustafa, Alison Heppenstall, Hichem Omrani, Ismaïl Saadi, Mario Cools & Jacques Teller. (2018) Modelling built-up expansion and densification with multinomial logistic regression, cellular automata and genetic algorithm. Computers, Environment and Urban Systems 67, pages 147-156.
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Omar Charif, Hichem Omrani, Fahed Abdallah & Bryan Pijanowski. (2017) A multi-label cellular automata model for land change simulation. Transactions in GIS 21:6, pages 1298-1320.
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Hossein Azadi, Ali Akbar Barati, Parisa Rafiaani, Valiollah Raufirad, Kiumars Zarafshani, Mohsen Mamoorian, Steven Van Passel & Philippe Lebailly. (2015) Agricultural Land Conversion Drivers in Northeast Iran: Application of Structural Equation Model. Applied Spatial Analysis and Policy 9:4, pages 591-609.
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Yimin Chen, Xia Li, Xiaoping Liu, Bin Ai & Shaoying Li. (2016) Capturing the varying effects of driving forces over time for the simulation of urban growth by using survival analysis and cellular automata. Landscape and Urban Planning 152, pages 59-71.
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