Publications internationales
2021
Sahib K., Melouah A., Touré F. and Slim A.. (2021), W-net and inception residual network for skin lesion segmentation and classification. Applied Intelligence
2020
Boudraa, S., Melouah, A. & Merouani, H.F. (2020), Improving mass discrimination in mammogram-CAD system using texture information and super-resolution reconstruction. Evolving Systems
2019
Ahlem Melouah, Soumia Layachi. (2019), Novel automatic seed selection approach for mass detection in mammograms. International Journal of Computational Science and Engineering
2018
Ahlem Melouah, Soumia Layachi. (2018), Overview of automatic Seed Selection methods for biomeical images segmentation. The International Arab Journal of Information Technology
2015
A.Melouah. (2015), Automatic Seed Generation for Mass Extraction in Mammograms: Comparative Study. International Journal of Advances in Chemical Engineering and Biological Sciences
2009
A. Melouah, H.F. Merouani. (2009), Novel Approach for Mass Detection in a Mammographic Computer-Aided System. International Review on Computers and Software
2008
A.Melouah, H.F.Merouani. (2008), New Hierarchical Segmenation approach for Mammography image . 4ème Symposium International Image’2008 09-10 Novembre 2008 Guelma – Algérie
2007
A.Melouah, H.F.Merouani. (2007), A Selective Markovianity Approach for image Segmentation. International Journal of Computer, Electrical, Automation, Control and Information Engineering
Chapitres de livres
2020
Slim A., Melouah A., Faghihi Y., Sahib K.. (2020), Algerian Dialect Translation Applied on COVID-19 Social Media Comments. Artificial Intelligence and Renewables Towards an Energy Transition; Lecture Notes in Networks and Systems : Hatti M. (Springer), https://doi.org/10.1007/978-3-030-63846-7_68
2015
Ahlem Melouah, Soumia Layachi. (2015), A Novel Automatic Seed Placement Approach for Region Growing segmentation in Mammograms. Proceedings of the International Conference on Intelligent Information Processing, Security and Advanced Communication : Djallel Eddine Boubiche, Faouzi Hidoussi (ACM), https://dl.acm.org/doi/proceedings/10.1145/2816839
A.Melouah. (2015), Comparison of Automatic Seed Generation Methods for Breast Tumor Detection Using Region Growing Technique. IFIP International Federation for Information Processing : Amine et al. (Springer), https://link.springer.com/chapter/10.1007/978-3-319-19578-0_10
2014
Ahlem Melouah and Radia Amirouche. (2014), Comparative study of automatic seed selection methods for medical image segmentation by region growing technique. Proceedings of the 3rd International Conference on Health Science and Biomedical Systems
2013
A.Melouah. (2013), A Novel Region Growing Segmentation Algorithm for Mass Extraction in Mammograms. Modeling Approaches and Algorithms for Advanced Computer Applications : Amine A., Otmane A., Bellatreche L (Springer), https://doi.org/10.1007/978-3-319-00560-7_14
A.Melouah. (2013), Toward an adaptive extraction method of masses in digitized mammograms. Proceeding International Workshop on Systems, Signal Processing and their Applications : IEEE, https://ieeexplore.ieee.org/xpl/conhome/6589215/proceeding
2008
A.Melouah, H.F.Merouani. (2008), Hierarchical segmentation of digital mammography by agents competition. Proceeding of Third IEEE International Conference on Digital Information Management (ICDIM) : IEEE, https://ieeexplore.ieee.org/document/4746776
Communications internationales
2021
H. Saadi, H.F. Merouani, A. Melouah, N. Boukabache. (2021), Multi-Agent segmentation for Mammography. First International Conference and School on Radiation Imaging (ICSRI’21) 26-30 September 2021, Setif, Algeria
2020
Sahib K., Melouah A. and Slim A.. (2020), Unet model for COVID-19 infected area segmentation in CT images. 4th International Conference on Artificial Intelligence in Renewable Energetic Systems, December 22-24, 2020 Tipasa Algeria.
Amel Slim, Ahlem Melouah, Usef Faghihi, Khouloud Sahib. (2020), Algerian Dialect Translation Applied on COVID-19 Social Media comments. 4th International Conference on Artificial Intelligence in Renewable Energetic Systems, December 22-24, 2020 Tipasa Algeria.
2019
Saida Lemnadjlia, Ahlem Melouah. (2019), Image compression by adaptive JPEG approach. International Conference on Signal, Image, Vision and their Applications (SIVA)
2018
Boudraa, S., Melouah, A. & Merouani, H.F. (2018), Deep texture representation for breast mass classification. International Conference on Signal, Image, Vision and their Applications (SIVA )
2017
Boudraa, S., Melouah, A. & Merouani, H.F. (2017), Une nouvelle combinaison de caractéristiques pour la classification de masses mammaires. International Conference on Automatic control, Telecommunications and Signals
2015
A.Melouah. (2015), Comparison of Automatic Seed Generation Methods for Breast Tumor Detection Using Region Growing Technique. Computer Science and Its Applications, 5th IFIP TC 5 International Conference, CIIA 2015, Saida, Algeria
A.Melouah. (2015), Automatic Seed Generation for Mass Extraction in Mammograms: Comparative Study. International Conference on Nanotechnology, Biology & Medical Sciences (NBMS-15) November. 30-December. 1, 2015, Istanbul (Turkey)
Ahlem Melouah, Soumia Layachi. (2015), A Novel Automatic Seed Placement Approach for Region Growing segmentation in Mammograms. International conference on Intelligent Information Processing, Security and Advanced Communication (IPAC'2015), 23-25 November, Algeria
2014
Ahlem MELOUAH and Aicha TAMEUR. (2014), Seeded selection for 2D medical image segmentation based on region growing algorithm: a survey. International conference on Information Technology for Organization Development IT4OD 2014, October 19-20, Tebessa, Algeria
2013
A.Melouah. (2013), A novel region growing segmentation algorithm for mass extraction in mammograms. The fourth International Conference on Computer Science and its Applications (CIIA’2013) 4-6 May 2013 in Saida, Algeria
A.Melouah. (2013), Toward an adaptive extraction method of masses in digitized mammograms. 8th International Workshop on Systems, Signal Processing and their Applications (WoSSPA), 2013, 12-15 May 2013, Algiers, Algeria
2011
A.Melouah, A.Salhi. (2011), Mass extraction in mammograms by an adaptive region growing technique. 2nd World Conference on Information Technology, 23-27 November 2011, Antalya – Turkey
2008
A.Melouah, H.F.Merouani. (2008), Vers une approche intelligente de segmentation d’images . 10ème conférence maghrébine sur les technologies de l’information Oran, Algérie
A.Melouah, H.F.Merouani. (2008), Hierarchical Segmentation of Digital Mammography by Agents Competition. Third International Conference on Digital Information Management (ICDIM 2008) 13 -16 November 2008, London UK.
A.Melouah, H.F.Merouani. (2008), Segmentation Hiérarchique des Mammographies par mise en Concurrence d’Agents . Journées d'Etudes Algéro-Françaises En Imagerie Médicale, JETIM 22,23 et 24 novembre 2008, BLIDA, Algérie
2005
A.Melouah, H.F.Merouani. (2005), A Selective Markovianity Approach for image Segmentation. Fourth World Enformatika Conference , June 24-26 2005 in Istanbul Turky
Communications nationales
2021
Gaham Abderrahmane, Melouah Ahlem, Yakoubi Mohamed Amine. (2021), Bio-inspired techniques for robots autonomous navigation: A Survey. the first National Conference on Artificial Intelligence and Information Technologies, El-Tarf on May 24th, 2021