Hichem Omrani

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 14

Top Topics

Cellular Automata

Machine Learning Models

Multinomial Logistic Regression

Markov Chain Monte Carlo

Top Venues

Ecol. Informatics

Int. J. Geogr. Inf. Sci.

Comput. Environ. Urban Syst.

Environ. Model. Softw.

Publications

Sally El Hajjar, Fadi Dornaika, Fahed Abdallah, Hichem Omrani
Multi-view Spectral Clustering via Integrating Label and Data Graph Learning. ICIAP (3) (2022)
Marie Njaime, Fahed Abdallah Olivier, Hichem Snoussi, Judy Akl, Charbel Chahla, Hichem Omrani
Data Cleaning to fine-tune a Transfer Learning approach for Air Quality Prediction. ISC2 (2022)
Anasua Chakraborty, Hichem Omrani, Jacques Teller
Modelling the Drivers of Urban Densification to Evaluate Built-up Areas Extension: A Data-Modelling Solution Towards Zero Net Land Take. ICCSA (2) (2022)
Ahmed M. Mustafa, Amr Ebaid, Hichem Omrani, Timon McPhearson
A multi-objective Markov Chain Monte Carlo cellular automata model: Simulating multi-density urban expansion in NYC. Comput. Environ. Urban Syst. 87 (2021)
Karolina Zieba-Kulawik, Konrad Skoczylas, Ahmed M. Mustafa, Piotr Wezyk, Philippe Gerber, Jacques Teller, Hichem Omrani
Spatiotemporal Changes in 3D Building Density with LiDAR and GEOBIA: A City-Level Analysis. Remote. Sens. 12 (21) (2020)
Kristen Bellisario, Taylor Broadhead, David Savage, Zhao Zhao, Hichem Omrani, Sai-hua Zhang, John A. Springer, Bryan C. Pijanowski
-nearest neighbor approach. Ecol. Informatics 51 (2019)
Julian Hagenauer, Hichem Omrani, Marco Helbich
Assessing the performance of 38 machine learning models: the case of land consumption rates in Bavaria, Germany. Int. J. Geogr. Inf. Sci. 33 (7) (2019)
Kristen Bellisario, Jack VanSchaik, Zhao Zhao, Amandine Gasc, Hichem Omrani, Bryan C. Pijanowski
Contributions of MIR to Soundscape Ecology. Part 2: Spectral timbral analysis for discriminating soundscape components. Ecol. Informatics 51 (2019)
Hichem Omrani, Benoit Parmentier, Marco Helbich, Bryan C. Pijanowski
-means and the Spark computing environment for large scale land change analytics. Environ. Model. Softw. 111 (2019)
Ahmed M. Mustafa, Alison J. Heppenstall, Hichem Omrani, Ismaïl Saadi, Mario Cools, Jacques Teller
Modelling built-up expansion and densification with multinomial logistic regression, cellular automata and genetic algorithm. Comput. Environ. Urban Syst. 67 (2018)
Omar Charif, Hichem Omrani, Fahed Abdallah, Bryan C. Pijanowski
A multi-label cellular automata model for land change simulation. Trans. GIS 21 (6) (2017)
Zhao Zhao, Sai-hua Zhang, Zhiyong Xu, Kristen Bellisario, Nian-hua Dai, Hichem Omrani, Bryan C. Pijanowski
Automated bird acoustic event detection and robust species classification. Ecol. Informatics 39 (2017)
Amin Tayyebi, Amir Hossein Tayyebi, Jamal Jokar Arsanjani, Hossein Shafizadeh-Moghadam, Hichem Omrani
FSAUA: A framework for sensitivity analysis and uncertainty assessment in historical and forecasted land use maps. Environ. Model. Softw. 84 (2016)
Hichem Omrani, Fahed Abdallah, Omar Charif, Nicholas T. Longford
Multi-label class assignment in land-use modelling. Int. J. Geogr. Inf. Sci. 29 (6) (2015)
Omar Charif, Hichem Omrani, Reine-Maria Basse
Cellular automata based on artificial neural network for simulating land use changes. SpringSim (ANSS) (2012)
Omar Charif, Reine-Maria Basse, Hichem Omrani, Philippe Trigano
Cellular automata model based on machine learning methods for simulating land use change. WSC (2012)
Anjali Awasthi, Satyaveer Singh Chauhan, Hichem Omrani
Application of fuzzy TOPSIS in evaluating sustainable transportation systems. Expert Syst. Appl. 38 (10) (2011)
Anjali Awasthi, Satyaveer Singh Chauhan, Hichem Omrani, Ariyo Panahi
A hybrid approach based on SERVQUAL and fuzzy TOPSIS for evaluating transportation service quality. Comput. Ind. Eng. 61 (3) (2011)
Hichem Omrani, Omar Charif, Olivier Klein, Philippe Gerber, Philippe Trigano
An Approach for spatial and temporal data analysis: Application for mobility modeling of workers in Luxembourg and its bordering areas. SMC (2010)
Hichem Omrani, Anjali Awasthi, Luminita Ion-Boussier, Philippe Trigano
A Hybrid Approach for Evaluating Environmental Impacts for Urban Transportation Mode Sharing. J. Decis. Syst. 18 (2) (2009)
Hichem Omrani, Adrien Ogor, Luminita Ion-Boussier, Philippe Trigano
A Web-Based Decision Support System for Impacts Assessment of Urban Mobility: WDSS4IA. AWIC (2007)