Researcher identifiers

Keywords

Number of documents

42

Wadii Boulila


Wadii Boulila received the Eng. degree in computer science from the Aviation School of Borj El Amri in 2005, the M.Sc. degree from the National School of Computer Science (ENSI), University of Manouba, Tunisia in 2007, and the PhD degree conjointly from ENSI and Telecom-Bretagne, University of Rennes 1, France in 2012.

He is currently an assistant professor of computer science with IS Department, College of Computer Science and Engineering, Taibah University, Medina, Saudi Arabia.

His primary research interests include big data analytics, deep learning, data mining, artificial intelligence, uncertainty modeling, remote sensing images, etc.

He is a permanent researcher with the RIADI laboratory (University of Manouba, Tunisia) and an associate researcher with the ITI department (University of Rennes 1, France).  Dr. Boulila served as chair, reviewer and TPC member for many leading international conferences and journals. He is a Senior IEEE Member.

 

Contact: wadii.boulila@gmail.com; wadii.boulila@riadi.rnu.tn


Journal articles18 documents

  • Muhamed Wael Farouq, Wadii Boulila, Medhat Abdel-Aal, Amir Hussain, Abdel Badeh Salem. FGEP: A Multi-Stage Fusion-Based Approach for Gene Expression Profiling in Non- Small Lung Cancer of Non-Thermal Plasma Treatment. IEEE Access, IEEE, 2019, pp.1-1. ⟨hal-02018644⟩
  • Wadii Boulila. A top-down approach for semantic segmentation of big remote sensing images. Earth Science Informatics, Springer Link, 2019, pp.1-12. ⟨10.1007/s12145-018-00376-7⟩. ⟨hal-01970588⟩
  • Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah. Reducing uncertainties in land cover change models using sensitivity analysis. Knowledge and Information Systems (KAIS), Springer, 2018, 55 (3), pp.719 - 740. ⟨10.1007/s10115-017-1102-9⟩. ⟨hal-01929995⟩
  • Wadii Boulila, Muhib Al-Kmali, Hamzah Mugahed. A business intelligence based solution to support academic affairs: case of Taibah University. Wireless Networks, Springer Verlag, 2018, ⟨10.1007/s11276-018-1880-3⟩. ⟨hal-01935648⟩
  • Wadii Boulila, Imed Riadh Farah, Amir Hussain. A novel decision support system for the interpretation of remote sensing big data. Earth Science Informatics, Springer Link, 2018, 11 (1), pp.31 - 45. ⟨10.1007/s12145-017-0313-7⟩. ⟨hal-01929968⟩
  • Wadii Boulila, Zouhayra Ayadi, Imed Riadh Farah. Sensitivity analysis approach to model epistemic and aleatory imperfection: Application to Land Cover Change prediction model. International Journal of Computational Science and Engineering, Inderscience, 2017, 23, pp.58 - 70. ⟨10.1016/j.jocs.2017.10.006⟩. ⟨hal-01930015⟩
  • Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah. Propagating aleatory and epistemic uncertainty in land cover change prediction process. Ecological Informatics, Elsevier, 2017, 37 (1), pp.24 - 37. ⟨10.1016/j.ecoinf.2016.11.006⟩. ⟨hal-01511263⟩
  • Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah. Towards an uncertainty reduction framework for land-cover change prediction using possibility theory. Vietnam journal of computer science, 2016, pp.1 - 15. ⟨10.1007/s40595-016-0088-7⟩. ⟨hal-01505793⟩
  • Wadii Boulila, Amine Bouatay, Imed Riadh Farah. A Probabilistic Collocation Method for the imperfection Propagation: Application to Land Cover Change Prediction. Journal of multimedia processing and technologies, 2014, 5 (1), pp.12 - 32. ⟨hal-01219487⟩
  • Karim Saheb Ettabaa, Wadii Boulila, Imed Riadh Farah, Basel Solaiman. Decision Fusion Approaches to Spatiotemporal Change Prediction in Satellite Images: A Comparative Study. International Journal of Remote Sensing and GIS, 2012, 3 (2), pp.13-23. ⟨hal-00796624⟩
  • Wadii Boulila, Imed Riadh Farah, Karim Saheb Ettabaa, Basel Solaiman, Henda Ben Guezala. A data mining based approach to predict spatiotemporal changes in satellite images. International Journal of Applied Earth Observation and Geoinformation, Elsevier, 2011, 13 (3), pp.386 - 395. ⟨10.1016/j.jag.2011.01.008⟩. ⟨hal-00609282⟩
  • Wadii Boulila, Imed Riadh Farah. Multi-Approach Satellite Images Fusion Based on Blind Sources Separation. International Journal of Image and Graphics, World Scientific Publishing, 2011, 11 (1), pp.117 - 136. ⟨hal-00686428⟩
  • Wadii Boulila, Imed Riadh Farah, Karim Saheb Ettabaa, Basel Solaiman. Combining Decision Fusion and Uncertainty Propagation to Improve Land Cover Change Prediction in Satellite Image Databases. Journal of multimedia processing and technologies, 2011, 2 (3), pp.127 - 139. ⟨hal-00796630⟩
  • Wadii Boulila, Imed Riadh Farah, Karim Saheb Ettabaa, Basel Solaiman. High Level Adaptive Fusion Approach: Application to Land Cover Change Prediction in Satellite Image Databases. Journal of Multimedia Processing and Technologies, 2011, 2 (3), pp.127-139. ⟨hal-00934223⟩
  • Wadii Boulila, Imed Riadh Farah, Basel Solaiman, Henda Ben Guezala. Interesting spatiotemporal rules discovery: application to remotely sensed image databases. Vine -London-, Emerald, 2011, 41 (2), pp.167 - 191. ⟨hal-00609308⟩
  • Wadii Boulila, Karim Saheb Ettabaa, Imed Riadh Farah, Basel Solaiman, Henda Ben Guezala. Towards a multi-approach system for uncertain spatio-temporal knowledge discovery in satellite imagery. International Journal on Graphics, Vision and Image Processing, 2009, 09 (06), pp.19-25. ⟨hal-00472686⟩
  • Imed Riadh Farah, Wadii Boulila, Karim Saheb Ettabaa, Mohamed Ben Ahmed. Multiapproach System Based on Fusion of Multispectral Images for Land-Cover Classification. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2008, 46 (12), pp.4153 - 4161. ⟨10.1109/TGRS.2008.2001554⟩. ⟨hal-01930481⟩
  • Imed Riadh Farah, Wadii Boulila, Karim Saheb Ettabaa, Basel Solaiman, Mohamed Ben Ahmed. Interpretation of Multisensor Remote Sensing Images: Multiapproach Fusion of Uncertain Information. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2008, 46 (12), pp.4142 - 4152. ⟨10.1109/TGRS.2008.2000817⟩. ⟨hal-01930488⟩

Conference papers23 documents

  • I. Chebbi, Wadii Boulila, N. Mellouli, M. Lamolle, I.R. Farah. A comparison of big remote sensing data processing with Hadoop MapReduce and Spark. 2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), Mar 2018, Sousse, France. ⟨10.1109/ATSIP.2018.8364497⟩. ⟨hal-01930009⟩
  • I. Chebbi, Wadii Boulila, I. Farah. Improvement of satellite image classification: Approach based on Hadoop/MapReduce. 2016 2nd International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), Mar 2016, Monastir, France. ⟨10.1109/ATSIP.2016.7523046⟩. ⟨hal-01930029⟩
  • Zouhayra Ayadi, Wadii Boulila, Imed Riadh Farah. Sensitivity analysis of land cover change prediction model in the presence of aleatory and epistemic imperfection. 2016 2nd International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), Mar 2016, Monastir, France. ⟨10.1109/ATSIP.2016.7523142⟩. ⟨hal-01930034⟩
  • Summrina Kanwal Wajid, Amir Hussain, Kaizhu Huang, Wadii Boulila. Lung cancer detection using Local Energy-based Shape Histogram (LESH) feature extraction and cognitive machine learning techniques. 2016 IEEE 15th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC), Aug 2016, Palo Alto, France. ⟨10.1109/ICCI-CC.2016.7862060⟩. ⟨hal-01930024⟩
  • Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah. Improvement of LCC Prediction Modeling Based on Correlated Parameters and Model Structure Uncertainty Propagation. IJCCI : International Joint Conference on Computational Intelligence, Nov 2015, Lisbonne, Portugal. pp.270 - 290. ⟨hal-01505853⟩
  • Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah. An Intelligent Possibilistic approach to reduce the effect of the imperfection propagation on land cover change prediction. ICCCI 2015 : 7th International Conference on Computational Collective Intelligence, Sep 2015, Madrid, Espagne. pp.520 - 529, ⟨10.1007/978-3-319-24306-1_51⟩. ⟨hal-01226249⟩
  • Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah. Using Evidence Theory in Land Cover Change Prediction to Model Imperfection Propagation with Correlated Inputs Parameters. IJCCI 2015 : 7th International Joint Conference on Computational Intelligence, Nov 2015, Lisbonne, Portugal. pp.47 - 56. ⟨hal-01288282⟩
  • Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah. Improvement of LCC Prediction Modeling Based on Correlated Parameters and Model Structure Uncertainty Propagation. IJCCI : International Joint Conference on Computational Intelligence, Nov 2015, Lisbonne, Portugal. pp.270 - 290. ⟨hal-01507086⟩
  • Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah. Improvement of LCC Prediction Modeling Based on Correlated Parameters and Model Structure Uncertainty Propagation. IJCCI : International Joint Conference on Computational Intelligence, Nov 2015, Lisbonne, Portugal. pp.270 - 290. ⟨hal-01506963⟩
  • Imène Chebbi, Wadii Boulila, Imed Riadh Farah. Big Data: Concepts, Challenges and Applications. Computational Collective Intelligence, Sep 2015, Madrid, Spain. pp.638-647. ⟨hal-01930051⟩
  • Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah. Parameter and structural model imperfection propagation using evidence theory in land cover change prediction. IPAS 2014 : international image processing applications and systems conference, Nov 2014, Hammamet, Tunisia. pp.1 - 6. ⟨hal-01208283⟩
  • Amine Bouatay, Wadii Boulila, Imed Riadh Farah. An approach for imperfection propagation: Application to land cover change prediction. ICAISC 2014 : proceedings of the 13th International Conference on Artificial Intelligence and Soft Computing - Part I, Jun 2014, Zakopane, Poland. pp.637 - 648, ⟨10.1007/978-3-319-07173-2_54⟩. ⟨hal-01219488⟩
  • Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah. Improving land cover change prediction: Adaptive Decision Tree Approach. Second Spring School on Belief Functions Theory and Applications, May 2013, Carthage, Tunisia. ⟨hal-01930533⟩
  • Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah. An Approach based on Adaptive Decision Tree for Land Cover Change Prediction in Satellite Images. International Conference on Knowledge Discovery and Information Retrieval, Sep 2013, Vilamoura, France. ⟨10.5220/0004519700820090⟩. ⟨hal-01930511⟩
  • Safa Chtourou, Wadii Boulila, Imed Riadh Farah. Soft Computing Approach to Imperfection Propagation: Application to Land Cover Change Prediction. 8ème édition des Ateliers de Traitement et Analyse de l’Information - Méthodes et Applications, Apr 2013, Hammamet, Tunisia. ⟨hal-01930527⟩
  • Wadii Boulila, Karim Saheb Ettabaa, Imed Riadh Farah, Basel Solaiman. High level adaptative fusion approach : Application to land cover change prediction in satellite image databases. SAC'2012: 27th ACM Symposium on applied computing, Mar 2012, Trento, Italy. ⟨hal-00724995⟩
  • Wadii Boulila, Imed Riadh Farah, Karim Saheb Ettabaa, Basel Solaiman, Henda Ben Guezala. Spatio-temporal modeling for knowledge discovery in satellite image databases. CORIA 2010 : septième édition de la conférence en recherche d'information et applications, Mar 2010, Sousse, Tunisia. pp.35-49. ⟨hal-00472871⟩
  • Wadii Boulila, Imed Riadh Farah, Karim Saheb Ettabaa, Basel Solaiman, Henda Ben Guezala. Une approche basée sur la fouille de données pour l'estimation de l'étalement urbain. 12ème journées scientifiques du réseau télédétection de l'AUF, Nov 2010, Monastir, Tunisie. pp.47-49. ⟨hal-00609301⟩
  • Wadii Boulila, Imed Riadh Farah, Karim Saheb Ettabaa, Basel Solaiman, Henda Ben Guezala. Improving spatiotemporal change detection : a high level fusion approach for discovering uncertain knowledge from satellite image databases. International Conference on Data Mining, Oct 2009, Venice, Italy. pp.52-57. ⟨hal-00796634⟩
  • Wadii Boulila, Karim Saheb Ettabaa, Imed Riadh Farah, Basel Solaiman, Henda Ben Guezala. Vers un système multi-approche d'extraction de connaissances spatio-temporelles incertaines en imagerie satellitaire. 5th International Conference : sciences of electronic, technologies of information and telecommunications, Mar 2009, Hamammet, Tunisie. ⟨hal-00446406⟩
  • Wadii Boulila, Imed Riadh Farah, Karim Saheb Ettabaa, Mohamed Ben Ahmed. Multi-approach system based on multi-sensors fusion for land cover classification. TIGERA'2007 The International Conference on Computing and e-Systems Research and Applications, Mar 2008, Hmmamet, Tunisia. ⟨hal-01930551⟩
  • Wadii Boulila, Imed Riadh Farah, Karim Saheb Ettabaa, Mohamed Ben Ahmed. Un système multi-approche de fusion de données incertaines pour l'interprétation d'images satellitales. Les cinquièmes Journées Scientifiques de l'Ecole de l'Aviation de Borj El Amri, May 2007, Borj El Amri, Tunisie. ⟨hal-01933954⟩
  • Wadii Boulila, Imed Riadh Farah, Karim Saheb Ettabaa, Mohamed Ben Ahmed. Un système multiapproche de fusion de données incertaines pour l'interprétation d'images satellitales. 12ème Journées Scientifiques du Réseau Télédétection de l'AUF, May 2007, Monastir, Tunisie. ⟨hal-01930542⟩

Theses1 document

  • Wadii Boulila. Extraction de connaissances spatio-temporelles incertaines pour la prédiction de changements en imagerie satellitale. Traitement des images [eess.IV]. Télécom Bretagne, Université de Rennes 1, 2012. Français. ⟨tel-00741990⟩