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Hichem Omrani
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2020 – today
- 2022
- [c7]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: 260-270 - [c6]Sally El Hajjar, Fadi Dornaika, Fahed Abdallah
, Hichem Omrani
:
Multi-view Spectral Clustering via Integrating Label and Data Graph Learning. ICIAP (3) 2022: 109-120 - [c5]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: 1-5 - 2021
- [j14]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: 101602 (2021) - 2020
- [j13]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): 3668 (2020)
2010 – 2019
- 2019
- [j12]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: 1-14 (2019) - [j11]Kristen Bellisario
, Taylor Broadhead, David Savage
, Zhao Zhao
, Hichem Omrani
, Sai-hua Zhang, John A. Springer, Bryan C. Pijanowski:
Contributions of MIR to soundscape ecology. Part 3: Tagging and classifying audio features using a multi-labeling k-nearest neighbor approach. Ecol. Informatics 51: 103-111 (2019) - [j10]Hichem Omrani
, Benoit Parmentier, Marco Helbich, Bryan C. Pijanowski:
The land transformation model-cluster framework: Applying k-means and the Spark computing environment for large scale land change analytics. Environ. Model. Softw. 111: 182-191 (2019) - [j9]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): 1399-1419 (2019) - 2018
- [j8]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: 147-156 (2018) - 2017
- [j7]Zhao Zhao
, Sai-hua Zhang
, Zhi-yong Xu, Kristen Bellisario, Nian-hua Dai, Hichem Omrani
, Bryan C. Pijanowski:
Automated bird acoustic event detection and robust species classification. Ecol. Informatics 39: 99-108 (2017) - [j6]Omar Charif
, Hichem Omrani
, Fahed Abdallah
, Bryan C. Pijanowski:
A multi-label cellular automata model for land change simulation. Trans. GIS 21(6): 1298-1320 (2017) - 2016
- [j5]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: 70-84 (2016) - 2015
- [j4]Hichem Omrani
, Fahed Abdallah
, Omar Charif, Nicholas T. Longford:
Multi-label class assignment in land-use modelling. Int. J. Geogr. Inf. Sci. 29(6): 1023-1041 (2015) - 2012
- [c4]Omar Charif, Hichem Omrani, Reine-Maria Basse:
Cellular automata based on artificial neural network for simulating land use changes. SpringSim (ANSS) 2012: 1 - [c3]Omar Charif, Reine-Maria Basse, Hichem Omrani
, Philippe Trigano:
Cellular automata model based on machine learning methods for simulating land use change. WSC 2012: 163:1-163:12 - 2011
- [j3]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): 637-646 (2011) - [j2]Anjali Awasthi, Satyaveer Singh Chauhan, Hichem Omrani
:
Application of fuzzy TOPSIS in evaluating sustainable transportation systems. Expert Syst. Appl. 38(10): 12270-12280 (2011) - 2010
- [c2]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: 1437-1442
2000 – 2009
- 2009
- [j1]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): 185-201 (2009) - 2007
- [c1]Hichem Omrani
, Adrien Ogor, Luminita Ion-Boussier, Philippe Trigano:
A Web-Based Decision Support System for Impacts Assessment of Urban Mobility: WDSS4IA. AWIC 2007: 272-277
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