Publications

  1. Ibtihel Rebhi, and Dhafer Malouche (2023). SensMap R package and SensMapGUI shiny web application for sensory and consumer data mapping, Variations on external preference mapping and stability assessment. Journal of Sensory Studies.
  2. Losada-Echeberrıa, M., Naranjo, G., Malouche, D., Taamalli, A., Barrajón-Catalán, E., & Micol, V. (2023). Influence of drying temperature and harvesting season on phenolic content and antioxidant and antiproliferative activities of olive (olea europaea) leaf extracts. International Journal of Molecular Sciences, 24(1).
  3. Ben-Hassine, K., Taamalli, A., Rezig, L., Yangui, I., Benincasa, C., Malouche, D., . . . Mnif, W. (2022). Effect of processing technology on chemical, sensory, and consumers’ hedonic rating of seven olive oil varieties. Food Science & Nutrition. https://onlinelibrary.wiley.com/doi/pdf/10.1002/fsn3.2717
  4. Ben-Hassine, K., Yangui, I., Mnif, W., Taamalli, A., Benincasa, C., Kamoun, N., & Malouche, D. (2022). Chemometric analysis and physicochemical composition of foreign and tunisian olive oil: Consumer preferences. Journal of Food Quality, vol. 2022, Article ID 3981028, 10 pages. Retrieved from https://doi.org/10.1155/2022/3981028
  5. Malouche, D. (2021c). Implication of faithfulness assumption. Sankhya¯ B : The Indian Journal of Statistics. Retrieved from https://doi.org/10.1007/s13571-021-00271-0
  6. Saidi, O., Malouche, D., Saksena, P., Arfaoui, L., Talmoudi, K., Hchaichi, A., . . . Ben Alaya, N. (2020). Impact of contact tracing, respect of isolation and lockdown in reducing the number of cases infected with covid-19: Case study: Tunisia’s response from march 22 to 04 may 2020. International Journal of Infectious Diseases. Retrieved fromhttps://doi.org/10.1016/j.ijid.2021.02.010

  7. Kongbonga, G. Y. M., Hassine, K. B., Ghalila, H., Malouche, D. et al. (2019). Front-face fluorescence using uv-led coupled to usb spectrometer to discriminate between virgin olive oil from two cultivars. Food and Nutrition Sciences, 10(02), 119. Retrieved from  http://www.scirp.org/journal/PaperInformation.aspx?PaperID=90405&#abstract

  8. Mekki, I., Malouche, D., Smeti, S., Hajji, H., Mahouachi, M., M, E., & Atti, N. (2019). Study of the breeding systems of sheeps in the montagnous area of north-western tunisia. Livestock Research for Rural Development, 31(108). Retrieved from  http://www.lrrd.org/lrrd31/7/ilyes31108.html

  9. Saidi, O., Hajjem, S., Zoghlami, N., Aounallah-Skhiri, H., Mansour, N. B., Hsairi, M., . . . O’Flaherty, M. et al. (2019). Premature mortality attributable to smoking among tunisian men in 2009. Tobacco induced diseases, 17. Retrieved from https://dx.doi.org/10.18332%2Ftid%2F112666

  10. Saidi, O., O’Flaherty, M., Zoghlami, N., Malouche, D., Capewell, S., Critchley, J. A., . . . Guzman Castillo, M. (2019). Comparing strategies to prevent stroke and ischemic heart disease in the tunisian population: Markov modeling approach using a comprehensive sensitivity analysis algorithm. Computational and mathematical methods in medicine, 2019. Retrieved from https://doi.org/10.1155/2019/2123079

  11. Saidi, O., Zoghlami, N., Bennett, K. E., Mosquera, P. A., Malouche, D., Capewell, S., . . . O’Flaherty, M. (2019). Explaining income-related inequalities in cardiovascular risk factors in tunisian adults during the last decade: Comparison of sensitivity analysis of logistic regression and wagstaff decomposition analysis. International journal for equity in health, 18(1), 177. Retrieved from  https://equityhealthj.biomedcentral.com/articles/10.1186/s12939-019-1047-6

  12. Salem, S., Malouche, D., & Romdhane, H. B. (2019). Tunisian population quality of life: A general analysis using sf-3, Eastern Mediterranean Health Journal, 25(9). Retrieved from https://apps.who.int/iris/bitstream/handle/10665/333459/10203397192509-eng.pdf#page=23

  13. Khlaifi, H., Istrate, D., Demongeot, J., & Malouche, D. (2018). Swallowing sound recognition at home using gmm. IRBM, 39(6), 407–412. JETSAN. https://doi.org/10.1016/j.irbm.2018.10.009

  14. Benstead, L. J., Kao, K., Landry, P. F., Lust, E. M., & Malouche, D. (2017). Using tablet computers to implement surveys in challenging environments. Survey Practice, 10(2), 1–9. Retrieved from https://doi.org/10.29115/SP-2017-0009

  15. Rebhi, I., & Malouche, D. (2017a). An approach for external preference mapping improvement by denoising consumer rating data. International Journal of Advanced Computer science and Applications, 8(12), 500–508. Retrieved from https://doi.org/10.14569/IJACSA.2017.081266

  16. Rebhi, I., & Malouche, D. (2017b). Decision making about products development through consumer preferences modeling based on descriptive characteristics of products. IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA), 423–430. Retrieved from  https://doi.org/10.1109/AICCSA.2017.202

  17. Talmoudi, K., Bellali, H., Ben-Alaya, N., Saez, M., Malouche, D., & Chahed, M. K. (2017a). Comparative performance analysis for generalized additive and generalized linear modeling in epidemiology. International Journal of Advanced Computer Science and Applications, 8(12).  doi:10.14569/IJACSA.2017.081255

  18. Talmoudi, K., Bellali, H., Ben-Alaya, N., Saez, M., Malouche, D., & Chahed, M. K. (2017b). Modeling zoonotic cutaneous leishmaniasis incidence in central tunisia from 2009-2015: Forecasting models using climate variables as predictors. PLoS neglected tropical diseases, 11(8), e0005844. Retrieved from  https://doi.org/10.1371/journal.pntd.0005844

  19. Triki, H. Z., Laabir, M., Lafabrie, C., Malouche, D., Bancon-Montigny, C., Gonzalez, C., . . . Daly-Yahia, O. K. (2017). Do the levels of industrial pollutants influence the distribution and abundance of dinoflagellate cysts in the recently-deposited sediment of a mediterranean coastal ecosystem? Science of the Total Environment, 595, 380–392. Retrieved from https://doi.org/10.1016/j.scitotenv.2017.03.183

  20. Aouinti, S., Giudicelli, V., Duroux, P., Malouche, D., Kossida, S., & Lefranc, M.-P. (2016). Imgt/statclonotype for pairwise evaluation and visualization of ngs ig and tr imgt clonotype (aa) diversity or expression from imgt/highv-quest. Frontiers in immunology, 7, 339. Retrieved from  https://doi.org/10.3389/fimmu.2016.00339

  21. Aouinti, S., Malouche, D., Giudicelli, V., Kossida, S., & Lefranc, M.-P. (2016). Correction: Imgt/highv-quest statistical significance of imgt clonotype (aa) diversity per gene for standardized comparisons of next generation sequencing immunoprofiles of immunoglobulins and t cell receptors. PloS one, 11(1), e0146702. Retrieved from https://doi.org/10.1371/journal.pone.0146702

  22. Kerfai, N., Bejar Ghadhab, B., & Malouche, D. (2016). Performance measurement and quality costing in tunisian manufacturing companies. The TQM Journal, 28(4), 588–596. Retrieved fromhttps://www.emerald.com/insight/content/doi/10.1108/TQM-10-2013-0119/full/html

  23. Saidi, O., Malouche, D., O’Flaherty, M., Mansour, N. B., Skhiri, H., Romdhane, H. B., & Bezdah, L. (2016). Assessment of cardiovascular risk in tunisia: Applying the framingham risk score to national survey data. BMJ open, 6(11), e009195. Retrieved from  https://doi.org/10.1136/bmjopen-2015-009195

  24. Selmi, G., Azouz, Z. B., & Malouche, D. (2015). The volume radius function: A new descriptor for the segmentation of volumetric medical images. 2015 International Conference on Image and Vision Computing New Zealand (IVCNZ), 1–6.  doi:10.1109/IVCNZ.2015.7761572

  25. Aouinti, S., Malouche, D., Giudicelli, V., Kossida, S., & Lefranc, M.-P. (2015). Imgt/highv-quest statistical significance of imgt clonotype (aa) diversity per gene for standardized comparisons of next generation sequencing immunoprofiles of immunoglobulins and t cell receptors. PLoS One, 10(11), e0142353. Retrieved from https://pubmed.ncbi.nlm.nih.gov/26540440/

  26. Hassine, K. B., Taamalli, A., Slama, M. B., Khouloud, T., Kiristakis, A., Benincasa, C., . . . Bornaz, S. et al. (2015). Characterization and preference mapping of autochthonous and introduced olive oil cultivars in tunisia. European Journal of Lipid Science and Technology, 117(1), 112–121. Retrieved from ‘https://doi.org/10.1002/ejlt.201400049

  27. Saidi, O., O’Flaherty, M., Mansour, N. B., Aissi, W., Lassoued, O., Capewell, S., . . . Romdhane, H. B. (2015). Forecasting tunisian type 2 diabetes prevalence to 2027: Validation of a simple model. BMC public health, 15(1), 104. Retrieved from  https://bmcpublichealth.biomedcentral.com/articles/10.1186/s12889-015-1416-z

  28. Ghribi, K., Sevestre, S., Guessoum, Z., Gil-Quijano, J., Malouche, D., & Youssef, A. (2014). A survey on multi-agent management approaches in the context of intelligent energy systems. 2014 International Conference on Electrical Sciences and Technologies in Maghreb (CISTEM), 1–8.  doi:10.1109/CISTEM.2014.7077030

  29. Hassine, K. B., El Riachy, M., Taamalli, A., Malouche, D., Ayadi, M., Talmoudi, K., . . . Romano, E. et al. (2014). Consumer discrimination of chemlali and arbequina olive oil cultivars according to their cultivar, geographical origin, and processing system. European journal of lipid science and technology, 116(7), 812–824. Retrieved from https://doi.org/10.1002/ejlt.201300254

  30. Karaoud, M., Bouafif, N., Malouche, D., Kouni, C., & Achour, N. (2014). La mortalité parmi les enfants âgés de moins de 15 ans en tunisie peut être liée à la température. Revue d’Épidémiologie et de Santé Publique, 62, S122. Retrieved from https://www.em-consulte.com/article/911510/article/la-mortalite-parmi-les-enfants-ages-de-moins-de-15

  31. Karaoud, M., Malouche, D. et al. (2014). Les effets de la température sur la mortalité chez les personnes âgées en tunisie.Revue d’Épidémiologie et de Santé Publique, 62, S219–S220. Retrieved from https://www.em-consulte.com/article/915656/les-effets-de-la-temperature-sur-la-mortalite-chez

  32. Karaoud, M., Malouche, D., & Alaya, N. B. (2014). Mortalité et température journalière en tunisie: Une étude multi-région. Revue d’Épidémiologie et de Santé Publique, 62, S218. Retrieved from  https://www.em- consulte.com/article/915651/article/mortalite-et-temperature-journaliere-en-tunisie%C2%A0-u

  33. Karaoud, M., Malouche, D., & Bouafif, N. (2014). Méthodologie de l’analyse de la relation température–mortalité en tunisie. Revue d’Épidémiologie et de Santé Publique, 62, S141–S142. Retrieved from https://www.em- consulte.com/article/911552/article/methodologie-de-l-analyse-de-la-relation-temperatu

  34. Triki, H. Z., Daly-Yahia, O. K., Malouche, D., Komiha, Y., Deidun, A., Brahim, M. et al. (2014). Distribution of resting cysts of the potentially toxic dinoflagellate alexandrium pseudogonyaulax in recently-deposited sediment within bizerte lagoon (mediterranean coast, tunisia). Marine pollution bulletin, 84(1-2), 172–181. Retrieved from https://doi.org/10.1016/j.marpolbul.2014.05.014

  35. Aouinti, S., Mallek, H., Malouche, D., Saidi, O., Lassouedi, O., Hentati, F., & Romdhane, H. B. (2013). Graphical interaction models to extract predictive risk factors of the cost of managing stroke in tunisia. 2013 International Conference on Computer Medical Applications (ICCMA), 1–6. Retrieved from https://ieeexplore.ieee.org/document/6506162

  36. Ben-Hassine, K., Taamalli, A., Ferchichi, S., Mlaouah, A., Benincasa, C., Romano, E., . . . Hammami, M. (2013). Physicochemical and sensory characteristics of virgin olive oils in relation to cultivar, extraction system and storage conditions. Food research international, 54(2), 1915–1925. Retrieved from https://scholar.cnki.net/Detail/doi/GARJ2013/SJES14010600411056

  37. Fehri, R., Rifi, H., Alboueiri, A., Malouche, D., Ayadi, M., Rais, H., & Mezlini, A. (2013). Carcinoma of unknown primary: Retrospective study of 437 patients treated at salah azaiez institute. La Tunisie medicale, 91(3), 205–208. Retrieved from ‘ https://www.latunisiemedicale.com/article-medicale-tunisie_2165_en

  38. Hassine, K. B., Taamalli, A., Malouche, D., Kammoun, N., Lazzez, A., Benincasa, C., . . . Bouaziz, M. (2012). Influence of variety, geographical site and extraction system on virgin olive oil (voo) linoleic acid composition and its impact on consumer preference. Linoleic Acids, 97. Retrieved from https://www.researchgate.net/publication/288652330_Influence_of_variety_geographical_site_and_extraction_system_on_virgin_olive_oil_VOO_linoleic_acid_composition_and_its_impact_on_consumer_preference

  39. Malouche, D., & Rajaratnam, B. (2011). Gaussian covariance faithful markov trees. Journal of Probability and Statistics, 2011. Retrieved from ‘9 https://doi.org/10.1155/2011/152942

  40. Ranjanomennahary, P., Ghalila, S. S., Malouche, D., Marchadier, A., Rachidi, M., Benhamou, C., & Chappard, C. (2011). Comparison of radiograph-based texture analysis and bone mineral density with three-dimensional microarchitecture of trabecular bone. Medical Physics, 38(1), 420–428. doi: 10.1118/1.3528125. eprint: https://aapm.onlinelibrary.wiley.com/doi/pdf/10.1118/1.3528125

  41. Arfa, I., Nouira, S., Abid, A., Alaya, N. B.-B., Zorgati, M., Malouche, D., . . . Romdhane, H. B. et al. (2010). Absence d’association entre les polymorphismes du système rénine angiotensine (sra) et l’hypertension artérielle chez les diabétiques de type 2 tunisiens. la tunisie médicale, 88(01), 37–40.

  42. Arfa, I., Nouira, S., Abid, A., Bouafif-Ben, N. A., Zorgati, M. M., Malouche, D., . . . Ben, H. R. et al. (2010). Lack of association between renin-angiotensin system (ras) polymorphisms and hypertension in tunisian type 2 diabetics. La tunisie Medicale, 88(1), 38–41.

  43. Ghouila, A., Jmel, H., Yahia, S., Malouche, D., & Abdelhak, S. (2009). Multi-som: A novel clustering approach for gene expression analysis. 9(3), 374–374. Retrieved from https://europepmc.org/article/med/18992849

  44. Ghouila, A., Yahia, S. B., Malouche, D., Jmel, H., Laouini, D., Guerfali, F. Z., & Abdelhak, S. (2009). Application of multi-som clustering approach to macrophage gene expression analysis. Infection, Genetics and Evolution, 9(3), 328–336. Retrieved from https://doi.org/10.1016/j.meegid.2008.09.009

  45. Malouche, D. (2009a). Determining full conditional independence by low-order conditioning. Bernoulli, 15(4), 1179–1189. Retrieved from ‘9 https://projecteuclid.org/journals/bernoulli/volume-15/issue-4/Determining-full- conditional-independence-by-low-order-conditioning/10.3150/09-BEJ193.full

  46. Malouche, D. (2009b). Mixed graphical model selection using holm’s procedure. Communications in Statistics-Theory and Methods, 38(9), 1453–1464. Retrieved from https://doi.org/10.1080/03610920802455019

  47. Arfa, I., Abid, A., Nouira, S., Elloumi-Zghal, H., Malouche, D., Mannai, I., . . . Zouari, B. et al. (2008). Lack of association between the angiotensin-converting enzyme gene (i/d) polymorphism and diabetic nephropathy in tunisian type 2 diabetic patients. Journal of the Renin-Angiotensin-Aldosterone System, 9(1), 32–36. Retrieved from https://doi.org/10.3317/jraas.2008.002

  48. Kokonendji, C. C., & Malouche, D. (2008). A property of count distributions in the hinde–demétrio family.Communications in Statistics—Theory and Methods, 37(12), 1823–1834. Retrieved from https://doi.org/10.1080/03610920701809266

  49. Malouche, D., & Sevestre-Ghalila, S. (2008). Estimating high dimensional faithful gaussian graphical models by low-order conditioning, 595–025. Retrieved fromhttp://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.246.9608

  50. Arfa, I., Abid, A., Malouche, D., Alaya, N. B., Azegue, T. R., Mannai, I., …. Blousa-Chabchoub, S. et al. (2007). Familial aggregation and excess maternal transmission of type 2 diabetes in tunisia. Postgraduate medical journal, 83(979), 348–351.

  51. Letac, G., Malouche, D., & Maurer, S. (2002). The real powers of the convolution of a negative binomial distribution and a bernoulli distribution. Proceedings of the American Mathematical Society, 130(7), 2107–2114. Retrieved fromhttps://www.ams.org/journals/proc/2002-130-07/S0002-9939-02-05352-2/

  52. Letac, G., & Malouche, D. (2000). The markov chain associated to a pick function. Probability theory and related fields, 118(4), 439–454. Retrieved from ‘9 https://link.springer.com/article/10.1007/PL00008750

  53. Malouche, D. (1998). Natural exponential families associated to pick functions. Test, 7(2), 391–412. Retrieved from https://doi.org/10.1007/PL00008750

  54. Malouche, D. (1997). L’action quadratique du groupe des homographies sur les familles exponentielles réelles. Comptes Rendus de l’Académie des Sciences-Series I-Mathematics, 325(9), 1029–1032.

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