Hichem Omrani

According to our database, Hichem Omrani authored at least 21 papers between 2007 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Data Cleaning to fine-tune a Transfer Learning approach for Air Quality Prediction.

Marie Njaime, Fahed Abdallah Olivier, Hichem Snoussi, Judy Akl, Charbel Chahla, Hichem Omrani

Proceedings of the IEEE International Smart Cities Conference, 2022

Multi-view Spectral Clustering via Integrating Label and Data Graph Learning.

Sally El Hajjar, Fadi Dornaika, Fahed Abdallah, Hichem Omrani

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Modelling the Drivers of Urban Densification to Evaluate Built-up Areas Extension: A Data-Modelling Solution Towards Zero Net Land Take.

Anasua Chakraborty, Hichem Omrani, Jacques Teller

Proceedings of the Computational Science and Its Applications - ICCSA 2022, 2022

2021

A multi-objective Markov Chain Monte Carlo cellular automata model: Simulating multi-density urban expansion in NYC.

Ahmed M. Mustafa, Amr Ebaid, Hichem Omrani, Timon McPhearson

Comput. Environ. Urban Syst., 2021

2020

Spatiotemporal Changes in 3D Building Density with LiDAR and GEOBIA: A City-Level Analysis.

Karolina Zieba-Kulawik, Konrad Skoczylas, Ahmed M. Mustafa, Piotr Wezyk, Philippe Gerber, Jacques Teller, Hichem Omrani

Remote. Sens., 2020

2019

Assessing the performance of 38 machine learning models: the case of land consumption rates in Bavaria, Germany.

Julian Hagenauer, Hichem Omrani, Marco Helbich

Int. J. Geogr. Inf. Sci., 2019

The land transformation model-cluster framework: Applying <i>k</i>-means and the Spark computing environment for large scale land change analytics.

Hichem Omrani, Benoit Parmentier, Marco Helbich, Bryan C. Pijanowski

Environ. Model. Softw., 2019

Contributions of MIR to Soundscape Ecology. Part 2: Spectral timbral analysis for discriminating soundscape components.

Kristen Bellisario, Jack VanSchaik, Zhao Zhao, Amandine Gasc, Hichem Omrani, Bryan C. Pijanowski

Ecol. Informatics, 2019

Contributions of MIR to soundscape ecology. Part 3: Tagging and classifying audio features using a multi-labeling <i>k</i>-nearest neighbor approach.

Kristen Bellisario, Taylor Broadhead, David Savage, Zhao Zhao, Hichem Omrani, Sai-hua Zhang, John A. Springer, Bryan C. Pijanowski

Ecol. Informatics, 2019

2018

Modelling built-up expansion and densification with multinomial logistic regression, cellular automata and genetic algorithm.

Ahmed M. Mustafa, Alison J. Heppenstall, Hichem Omrani, Ismaïl Saadi, Mario Cools, Jacques Teller

Comput. Environ. Urban Syst., 2018

2017

A multi-label cellular automata model for land change simulation.

Omar Charif, Hichem Omrani, Fahed Abdallah, Bryan C. Pijanowski

Trans. GIS, 2017

Automated bird acoustic event detection and robust species classification.

Zhao Zhao, Sai-hua Zhang, Zhi-yong Xu, Kristen Bellisario, Nian-hua Dai, Hichem Omrani, Bryan C. Pijanowski

Ecol. Informatics, 2017

2016

FSAUA: A framework for sensitivity analysis and uncertainty assessment in historical and forecasted land use maps.

Amin Tayyebi, Amir Hossein Tayyebi, Jamal Jokar Arsanjani, Hossein Shafizadeh-Moghadam, Hichem Omrani

Environ. Model. Softw., 2016

2015

Multi-label class assignment in land-use modelling.

Hichem Omrani, Fahed Abdallah, Omar Charif, Nicholas T. Longford

Int. J. Geogr. Inf. Sci., 2015

2012

Cellular automata model based on machine learning methods for simulating land use change.

Omar Charif, Reine-Maria Basse, Hichem Omrani, Philippe Trigano

Proceedings of the Winter Simulation Conference, 2012

Cellular automata based on artificial neural network for simulating land use changes.

Omar Charif, Hichem Omrani, Reine-Maria Basse

Proceedings of the 2012 Spring Simulation Multiconference, 2012

2011

Application of fuzzy TOPSIS in evaluating sustainable transportation systems.

Anjali Awasthi, Satyaveer Singh Chauhan, Hichem Omrani

Expert Syst. Appl., 2011

A hybrid approach based on SERVQUAL and fuzzy TOPSIS for evaluating transportation service quality.

Anjali Awasthi, Satyaveer Singh Chauhan, Hichem Omrani, Ariyo Panahi

Comput. Ind. Eng., 2011

2010

An Approach for spatial and temporal data analysis: Application for mobility modeling of workers in Luxembourg and its bordering areas.

Hichem Omrani, Omar Charif, Olivier Klein, Philippe Gerber, Philippe Trigano

Proceedings of the IEEE International Conference on Systems, 2010

2009

A Hybrid Approach for Evaluating Environmental Impacts for Urban Transportation Mode Sharing.

Hichem Omrani, Anjali Awasthi, Luminita Ion-Boussier, Philippe Trigano

J. Decis. Syst., 2009

2007

A Web-Based Decision Support System for Impacts Assessment of Urban Mobility: WDSS4IA.

Hichem Omrani, Adrien Ogor, Luminita Ion-Boussier, Philippe Trigano

Proceedings of the Advances in Intelligent Web Mastering, Proceedings of the 5th Atlantic Web Intelligence Conference - AWIC 2007, Fontainebleau, France, June 25, 2007