Hervé Abdi, Ph.D. Professor School of Behavioral and Brain Sciences The University of Texas at Dallas MS: GR4.1 800 West Campbell Road Richardson, TX 75080-3021 USA Tel: (972) 883-2065 Email address: herve@utdallas.edu

Professional biography sketch

Hervé Abdi was born in France where he grew up. He received an M.S. in Psychology from the University of Franche-Comté (France) in 1975, an M.S. (D.E.A.) in Economics from the University of Clermond-Ferrand (France) in 1976, n M.S. (D.E.A.) in Neurology from the University Louis Pasteur in Strasbourg (France) in 1977, and a Ph.D. in Mathematical Psychology from the University of Aix-en-Provence (France) in 1980. He was an assistant professor in the University of Franche-Comté (France) in 1979, an associate professor in the University of Bourgogne at Dijon (France) in 1983, a full professor in the University of Bourgogne at Dijon (France) in 1988. He also previously was an adjunct professor of radiology at the University of Texas Southwestern Medical Center at Dallas. He is currently a full professor in the School of Behavioral and Brain Sciences at the University of Texas at Dallas. He was twice a Fulbright scholar. He has been also a visiting scientist or professor in the Rotman Institute (Ontario, Canada), the "Paris Institute of Advanced Studies," the "Conservatoire National des Arts et Métiers" (Paris, France), the "Institut du Cerveau et de la Moelle Epinière" (ICM, Paris France), Brown University, and in the Universities of Chuo (Japan), Dijon (France), Geneva (Switzerland), Nice Sophia Antipolis (France), La Sorbonne (Paris, France), and Paris 13 (France). His recent work is concerned with face and person perception, odor perception, and with computational modeling of these processes. He is also developing statistical techniques to analyze the structure of large data sets as found, for example, in Genomics, brain imaging, and sensory evaluation (e.g., principal component analysis, correspondence analysis, PLS-Regression, STATIS, DISTATIS, discriminant correspondence analysis, multiple factor analysis, multi-table analysis, additive tree representations,...). He has published more than 200 papers (plus 12 books and 11 edited volumes) on these topics. He teaches or has taught classes in cognition, computational modeling, experimental design, multivariate statistics, and the analysis of brain imaging data.

Research interests

• face processing and computational models of face processing.
• neural networks.
• computational and statistical models of cognitive processes (especially memory and learning).
• experimental design.
• multivariate statistical analysis (including simple and multiple correspondence analysis, PLS regression, STATIS, multiple factor analysis. etc.).
• statistical analysis of brain imaging data.
• olfaction, smell, taste, flavor, etc.

Current Ph.D. Student(s)

• Sheila Meldrum
• Luke Moraglia

Some Former Ph.D. Student(s)

• Lucile Chanquoy (now professor at the Université de Nice-Sophia Antipolis, France).
• Patrick Lemaire (now professor at the Université de Marseille, France).
• Dominique Valentin (now associate professor at the Université de Bourgogne à Dijon, France).
  
• Betty Edelman (now retired senior lecturer at UTD).
• Fan Yang (now professor at the Université de Bourgogne à Dijon, France).
• Mette Posamentier (now assistant dean of assessment, Engineering & Computer Science, UTD).
• Nils Pénard (now senior statistical scientist at UCB BIOSCIENCES GmbH, Monheim, Germany).
• Dana Roark (now senior lecturer at UTD).
• Marsha Neville-Smith. (now professor at TWU-Dallas Campus).
• Jun Yi Wang (now postdoctoral scholar at University of California at Davis).
• Anjali Krishnan (now assistant professor, Brooklyn College, New York).
• Joseph Dunlop (now research scientist, SAS Institute).
• Derek Beaton (now Director of Advanced Analytics, Data Science & Advanced Analytics (DSAA), St. Michael's Hospital, Toronto, Canada).
• Cherise Chin Fatt (now Assistant Professor of Psychiatry, UTSW, Dallas, Texas).
• Michael Kriegsman (now CEO of Michael Kriegsman Consulting).
• Ju-Chi Yu (now post-doctoral fellow, Centre for Addiction and Mental Health, Toronto, Canada).

Some Former Post Doctoral Student(s)

• Alice O'Toole (now professor at UTD).
• Barbara Tillman (now senior research scientist at CNRS-Lyon at INRA, France).
• Claire Sulmont-Rossé (now senior research scientist at INRA-Dijon, France).

Some Former Pre Doctoral Student(s)

• Christelle Chrea.
• Camille Ferdenzi.

Some Former Sabbatical Visitor(s)

• Catherine Dacremont (now professor at Université de Bourgogne).
• Guy Lories (now emeritus professor at the Catholic University of Louvain).

Some Recent Publications

Current h-index: 86; i10-index: 195. (for details see: Link To Google Scholar Page).
Total Number of Publications:314. Details: | | Books (12) & Edited Books (11) | Preprints (4) | Articles (142) | Chapters (109) | Proceedings (35) | Technical Report (1) | |

Books

• B12. Abdi, H., & Beaton, D. (to appear, 2023).
  Principal Component and Correspondence Analyses Using R. New York: Springer Verlag.

• B11. Abdi, H., & Dzung, H.N. (2012).
  Phân Tích Số Liêu Thục Nghiệm (The Statistical Analysis of Experimental Data, in Vietnamese).
  Ho CHi Minh (Vietnam): Vietnam National University Press & Ho Chi Minh City Publishing House.

• B7. Abdi, H., Edelman, B., Valentin, D., & Dowling, W.J. (2009).
  Experimental Design and Analysis for Psychology.
  Oxford: Oxford University Press. Errata (Ooooops!)
  New Chapters (Matrix Algebra and General Linear Model)

  • B8. Williams, L.J., Posamentier, M.T., Edelman, B.E., & Abdi, H. (2009).
    SAS Companion for Experimental Design and Analysis for Psychology.
    Oxford: Oxford University Press.

  • B9. Williams, L.J., Krishnan, A., & Abdi, H. (2009).
    [R] Companion for Experimental Design and Analysis for Psychology.
    Oxford: Oxford University Press.

  • B10. Abdi, H, Williams, L.J., Edelman, B.E., Valentin, D., & Posamentier, M.T. (2010).
    Exercises for Experimental Design and Analysis for Psychology. v
    Oxford: Oxford University Press.

• B6. Abdi, H., & Valentin, D. (2006).
  Mathématiques pour les Sciences Cognitives (Mathematics for Cognitive Sciences).
  Grenoble: PUG.

• B5. Tiberghien, G., Abdi, H., Descles, J.P., Georgieff, N., Jeannerod, M., LeNy, J.F., Livet, P., Pynte, J., & Sabah, G. (2002).
  Dictionnaire des Sciences Cognitives (A Cognitive Science Dictionary) .
  Paris: Armand Colin.

• B4. Abdi, H., Valentin, D., & Edelman, B. (1999). Neural Networks. Newbury Park (CA, USA): Sage (Sage University Series).
  (Table of Contents)
  matlab Programs

• B3. Abdi, H. (1994). Les Réseaux de Neurones. Grenoble: PUG.
  matlab Programs

• B2. Abdi, H. (1987). Introduction au Traitement Statistique des Données Expérimentales. Grenoble: PUG.

Edited Books and Special Issues of Journals

• E11. Abdi, H., Esposito Vinzi, V., Russolillo, G., Saporta, G., & Trinchera, L. (2016).
  The Multiple Facets of Partial Least Squares Methods.
  New York: Springer Verlag.

• E10. Dzung, H.N., Valentin, D., Le, T.M., Nguyen Lam, D.A., Chollet, S., & Abdi, H. (2016).
  Taste and Try before You Fry: From Product Formulation to Consumer Experience.
  Proceedings of SPISE 2016.
  Ho Chi Minh (Vietnam): Vietnam National University & HoChiMinh City Publishing House.

• E9. Valentin, D., Chollet, S., Lê, S., Nguyen, D.H., & Abdi H. (2014).
  From Senses to Quality: What Can Sensory Evaluation Bring to Quality Control.
  Proceedings of SPISE 2014.
  Ho Chi Minh (Vietnam): Vietnam National University & HoChiMinh City Publishing House.

• E8. Abdi, H., Chin, W.W., Esposito Vinzi, V., Russolillo, G., & Trinchera, L. (2013).
  New Perspectives in Partial Least Squares and Related Methods.
  New York: Springer Verlag.

• E7. Valentin, D., Pêcher, C., Nguyen, D.H., Chambers, D., & Abdi H. (2012).
  Integrating Sensory Evaluation into Product Development: An Asian Perspective.
  Proceedings of SPISE 2012.
  Ho Chi Minh (Vietnam): Vietnam National University & HoChiMinh City Publishing House.

• E6. Abdi, H., Valentin, D., & Nguyen, D.H. (2009).
  Food Consumer Insights in Asia: Current Issues and Future.
  Proceedings of SPISE 2009.
  Ho Chi Minh (Vietnam): Vietnam National University & HoChiMinh City Publishing House.

• E5. Valentin, D., Edelman, B., & Abdi, H. (Eds.) (1998).
  Applications of Neural Networks to Face Processing.
  Special issue of Journal of Biological Systems, 6(3). (Table of Contents)

• E4. Lories, G., & Abdi, H. (Eds.) (1996). Issues in Computational Modeling. Special issue of Psychologica Belgica, 36(1).

• E3. Abdi, H., Valentin, D., Edelman, B., & O'Toole, A.J. (Eds.) (1994). Neural Networks and Biological Systems. Special issue of Journal of Biological Systems, 2(4).

Preprints

• P2. Beaton, D., ADNI, Saporta, G., & Abdi, H. (2020). A generalization of partial least squares regression and correspondence analysis for categorical and mixed data: An application with the ADNI data. bioRXiv.

• P1. Beaton, D., Sunderland, K.M., ADNI, Levine, B., Mandzia, J., Masellis, M., Swartz, R.H., Troyer, A.K., ONDRI, Binns, M.A., Abdi, H. & Strother, S. (2020). Generalization of the minimum covariance determinant algorithm for categorical and mixed data types bioRXiv.

Articles

• A142. Schwarz, A.L., Jurica, M., Edge, C., Stiller, C., Webb-Culver, T., & Abdi H. (in Press, 2022). How do teachers of deaf prereaders communicating in american sign language select storybooks for read alouds? The American Annals of the Deaf, 167.

• A141. Mizener, B., van der Berghe, M., Abdi, H., & Chollet, S. (2022) Cognitive music listening qualia: a multivariate approach. Auditory Perception & Cognition, 5. doi: https://doi.org/10.1080/25742442.2022.2036074.

• A140. Rieck, J.R., Baracchini, G., Nichol, D., Abdi, H., & Grady, C.L. (2021). Reconfiguration and dedifferentiation of functional networks during cognitive control across the adult lifespan. Neurobiology of Aging, 106, 80-94. doi: https://doi.org/10.1016/j.neurobiolaging.2021.03.019

• A139. Rieck, J.R., Baracchini, G., Nichol, D., Abdi, H., & Grady, C.L. (2021). Dataset of functional connectivity during cognitive control for an adult lifespan sample. Data in Brief, 39, 107573 (1-15). doi: https://doi.org/10.1016/j.dib.2021.107573

• A138. Fan, C.L, Abdi, H., & Levine, B. (2021). On the relationship between trait autobiographical episodic memory and spatial navigation . Memory & Cognition, 49, 265-275. doi: https://doi.org/10.3758/s13421-020-01093-7

• A137. Taddese, B., Garnier, A., Abdi, H., Henrion, D. & Chabbert, M. (2020). Deciphering collaborative sidechain motions in proteins during molecular dynamics simulations. Scientific Reports, 10, 15,901, 1-14. doi: https://doi.org/10.1038/s41598-020-72766-1

• A136. Diamond, N., Abdi, H., & Levine, B. (2020). Different patterns of recollection for matched real-world and laboratory-based episodes in younger and older adults. Cognition, 202, doi: 104309.

• A135. Raman, R., Kriegsman, M., Abdi, H., Tillman, B., & Dowling J. (2020). Bach, Mozart, and Beethoven: Sorting piano excerpts based on perceived similarity using DiSTATIS. New Ideas in Psychology, 57, 1-15. doi: 100757.

• A134. Jerger, S., Damian, M.F., Karl, C., & Abdi, H. (2020). Detection and attention for auditory, visual, and audiovisual speech in children with hearing loss. Ear and Hearing, 41(3), 508-520.

• A133. Rotem-Kohavi, N., Williams, Muller, A.M., Abdi, H., Virji-Babul, N., Bjornson, B.H., Brain, U., Werker, J.F., Grunau, R.F., Miller, S.P., & Oberlander, T.F. (2019). Hub distribution of the brain functional networks of newborns prenatally exposed to maternal depression and SSRI antidepressant. Depression & Anxiety, 36, 753-765.

• A132. Lahne, J., Abdi, H., Collins, T., & Heymann, H. (2019). Bourbon and rye whiskeys are legally distinct but are not discriminated by sensory Descriptive Analysis. Journal of Food Science, 84, 629-639.

• A131. Guillemot, V., Beaton, D., Gloaguen, A., Lofstedt, T., Levine, B., Raymond, N., Tenenhaus, A. & Abdi, H. (2019). A constrained singular value decomposition method that integrates sparsity and orthogonality. PLoSOne, 14(1), 1-39

• A130. Schwarz, A.L., Jurica, M., Matson, B.S., Stiller, R., Webb-Culver, T, & Abdi, H. (2019). Storybook selection criteria used by teachers of d/Deaf and hard-of-hearing prereaders communicating in English. Deafness & Education International, 21, 1-36.

• A129. Manescu, S., Poupon, D., Ballester, J., Valentin, D., Abdi, H., Lepore, F., & Frasnelli, J. (2019). Early-blind individuals show impaired performance in wine odor categorization. Neuroscience, 389, 79-87.

• A128. Jerger, S., Damian, M.F., Karl, C., & Abdi, H. (2019). Developmental shifts in detection and attention for auditory, visual, and audiovisual speech. Journal of Speech, Language, and Hearing Research, 62, 3095-3112.

• A127. Taddese, B., Deniaud, M., Garnier, A., Tiss, A., Guissouma, H., Abdi, H., Henrion, D., & Chabbert, M. (2018). Evolution of chemokine receptors is driven by mutations in the sodium binding site. PLOS Molecular Biology, 14(6), 1-17.

• A126. Alhazmi, F., Beaton, D., & Abdi, H. (2018). Semantically defined subdomains of functional neuroimaging literature and their corresponding brain regions. Human Brain Mapping, 39, 2764-2776.

• A125. Bougeard, S., Abdi, H., Saporta, G., & Niang, N. (2018). Clusterwise analysis for multiblock component methods. Advances in Data Analysis and Classification, 12, 285-313.

• A124. Jerger, S, Damian, M.F., McAlpine, R., & Abdi, H. (2018). Visual speech fills in both discrimination and identification of non-intact auditory speech in children. Journal of Child Language, 45, 392-414.

• A123. Lahne, J., Abdi, H., & Heymann, H. (2018). Rapid sensory profiles with DISTATIS and barycentric text projection: An example with amari, bitter herbal liqueurs. Food Quality and Preference, 66, 36-43.

• A122. Pelé, J., Taddese, B., Deniaud, M., Garnier, A., Hernien, D., Abdi, H., & Chabbert, M. (2017). Co-variation approaches to the evolution of protein families. Advanced Techniques in Biology & Medicine, 5(4), 1-4.

• A121. Schwarz, A.L., Gonzales, M.D., Resendiz, M.D., & Abdi, H. (2017). Reported book-sharing practices of Spanish-English speech-language pathologists who target academic language in preschoolers. ECHO: Journal of the National Black Association for Speech-Language and Hearing, 12, 62-83.

• A120. Jerger, S, Damian, M.F., Parra, R., & Abdi, H. (2017). Visual speech alters the discrimination and identification of non-intact auditory speech in children with hearing loss. International Journal of Pediatric Otorhinolaryngology, 92, 127-137.

• A119. El Behi, M., Sanson, C., Bachelin, C., Guillot-Noel, L., Fransson, J., Stankoff, B., Maillart, E., Sarrazin, N., Guillemot, V., Abdi, H., Rebeix, I., Fontaine, B., & Zujovic, V. (2017). Adaptive human immunity drives remyelination in a mouse model of demyelination. Brain, 140, 967-980.

• A118. Armson, M.J., Abdi, H., & Levine, B. (2017). Bridging naturalistic and laboratory assessment of memory and aging: The Baycrest Mask Fit Test. Memory, 25, 999-1008.

• A117. Schwarz, A., van Kleeck, A., Maguire, M.J., & Abdi, H. (2017). Do acting out verbs with dolls and comparison learning between scenes boost toddlers' verb comprehension? Journal of Child Language, 44, 719-733.

• A116. Jerger, S., Damian, M.F., Tye-Murray, N., & Abdi, H. (2017). Children Perceive Speech Onsets by Ear and Eye. Journal of Child Language, 44, 185-215.

• A115. Jerger, S., Damian, M.F., Tye-Murray, N., & Abdi, H. (2016). Phonological priming in children with hearing loss: effect of speech mode, fidelity, and lexical status. Ear and Hearing, 37, 623-633.

• A114. Beaton, D., Dunlop, J., ADNI, & Abdi, H. (2016). Partial Least Squares-Correspondence Analysis: A framework to simultaneously analyze behavioral and genetic data. Psychological Methods, 21, 621-651.

• A113. Connolly, A., Sha, L., Guntupalli, J.S., Oosterhof, N., Halchenko, Y., Nastase, S., di Oleggio Castello, M.V., Abdi, H., Jobst, B., Gobbini, M.I., & Haxby, J. (2016). How the human brain represents perceived dangerousness or predaticity of animals. Journal of NeuroScience, 36, 5373-5384.

• A112. St-Laurent, M., Abdi, H., & Buchsbaum, B. (2015). Distributed patterns of reactivation predict vividness of recollection. Journal of Cognitive Neuroscience, 27, 2000-2018.

• A111. Lelièvre-Desmas, M., Chollet, S., Abdi, H., & Valentin, D. (2015). Becoming a beer expert: Is simple exposure with feedback sufficient to learn beer categories? Acta Psychologica, 161, 95-103.

• A110. Schwarz, A.L., van Kleeck, A., Beaton, D., Horne, E., MacKenzie, H., & Abdi, H. (2015). A read-aloud storybook selection system for pre-readers at the preschool language level: a pilot study. Journal of Speech, Language, and Hearing Research, 58, 1273-1291.

• A109. Sha, L., Haxby, J.V., Abdi, H., Guntupalli, J., Oosterhof, N., Halchenko, Y., & Connolly, A. (2015). The animacy continuum in the human ventral vision pathway. Journal of Cognitive Neuroscience, 27, 665-678.

• A108. Cioli, C., Abdi, H., Beaton, D., Burnod, Y., & Mesmoudi, S. (2014). Human cortical gene expression and properties of functional networks. PLoS One, 9(12), 1-28.

• A107. Beaton, B., Abdi, H., & Filbey, F. (2014). Unique aspects of impulsive traits in substance use and overeating: Specific contributions of common assessments of impulsivity. The American Journal of Drug and Alcohol Abuse, 40, 463-475.

• A106. Jerger, S., Damian, M.F., Tye-Murray, N., & Abdi, H. (2014). Children use visual speech to compensate for non-intact auditory speech. Journal of Experimental Child Psychology, 126, 295-312.

• A105. Pelé, J., Moreau, M., Abdi, H., Rodien, P., Castel, H., & Chabbert, M. (2014). Comparative analysis of sequence co-variation methods to mine evolutionary hubs: Examples from selected GPCR families. PROTEINS: Structure, Function, and Bioinformatics, 82, 2141-2156.

• A104. St-Laurent M., Abdi, H., Bondad A., & Buchsbaum, B.R. (2014). Memory reactivation in healthy aging: evidence of stimulus-specific dedifferentiation. The Journal of Neuroscience, 34, 4175-4186.

• A103. Beaton, D., Chin Fatt C.R., & Abdi, H. (2014). An ExPosition of multivariate analysis with the Singular Value Decomposition in R. Computational Statistics & Data Analysis, 72, 176-189.

• A102. Jerger, S., Tye-Murray, N., Damian, M.F., & Abdi, H. (2013). Effect of hearing loss on semantic access by auditory and audiovisual speech in children. Ear and Hearing, 34, 753-762.

• A101. Abdi, H., Williams, L.J., & Valentin, D. (2013). Multiple factor analysis: Principal component analysis for multi-table and multi-block data sets. Wiley Interdisciplinary Reviews: Computational Statistics, 5, 149-179.

• A100. Palombo, D., Williams, L.J., Abdi, H., & Levine, B. (2013). The survey of autobiographical memory (SAM): A novel measure of trait mnemonics in everyday life. Cortex, 49, 1526-1540.

• A99. Jerger, S., Damian, M.F., Mills, C., Bartlett, J., Tye-Murray, N., & Abdi, H. (2013). Effects of perceptual load on semantic acces by speech in children. Journal of Speech, Language, and Hearing Research, 56, 388-403.

• A98. Calley, C.S., Motes, M.A., Chiang, H.S., Buhl, V., Spence, J.S., Abdi, H., Anand, R., Maguire, M., Estevez, L., Briggs, R., Freeman, T., Kraut, M.A., & Hart, J. (2013). Threat as a feature in visual semantic object memory. Human Brain Mapping, 34, 1946-1955.

• A97. Abdi, H., Williams, L.J., Beaton, D., Posamentier, M., Harris, T.S., Krishnan, A., & Devous, M.D. (2012). Analysis of regional cerebral blood flow data to discriminate among Alzheimer's disease, fronto-temporal dementia, and elderly controls: A multi-block barycentric discriminant analysis (MUBADA) methodology. Journal of Alzheimer Disease, 31, s189-s201.

• A96. Pelé, J., Bécu, J.M., Abdi, H., & Chabbert, M. (2012). Bios2mds: an R package for comparing orthologous protein families by metric multidimensional scaling. BMC Bioinformatics, 13, 133-140. doi:10.1186/1471-2105-13-133.

• A95. Buchsbaum, B.R., Lemire-Rodger, S., Fang, C., & Abdi, H. (2012). The neural basis of vivid memory is patterned on perception. Journal of Cognitive Neuroscience, 24, 1867-1883.

• A94. Pinkham, A.E., Sasson, N.J., Beaton, D., Abdi, H., Kohler, C.G., & Penn, D.L. (2012). Qualitatively distinct factors contribute to elevated rates of paranoia in autism and schizophrenia. Journal of Abnormal Psychology, 121, 767-777.

• A93. Valentin, D., Chollet, S., Leli�vre, M., & Abdi, H. (2012). Quick and dirty but still pretty good: A review of new descriptive methods in food science. International Journal of Food Science & Technology, 47, 1563-1578.

• A92. Vick, J.C., Campbell, T.F., Shriberg, L.D., Green, J.R., Abdi, H., Rusiewicz, H.L., Venkatesh, L., & Moore, C.A. (2012). Distinct developmental profiles in typical speech development. Journal of Neurophysiology, 107, 2885-2900.

• A91. Williams, L.J., Dunlop, J.P., & Abdi, H. (2012). Effect of age on the variability in the production of text-based global inferences. PLoS One, 7(5): e36161. doi:10.1371/ journal.pone.0036161 (pp.1-9).

• A90. Connolly, A., Guntupalli, J.S., Gors, G., Hanke, M., Halchenko, Y., Wu, Y.C., Abdi, H., & Haxby, J.V. (2012). Representation of biological classes in the human brain. The Journal of Neuroscience, 32, 2606-2618.

• A89. Abdi, H., Williams, L.J., Connolly, A.C., Gobbini, M.I., Dunlop, J.P., & Haxby, J.V. (2012). Multiple Subject Barycentric Discriminant Analysis (MUSUBADA): How to assign scans to categories without using spatial normalization. Computational and Mathematical Methods in Medicine, 2012, 1-15. doi:10.1155/2012/634165.

• A88. Churchill, N., Oder, A., Abdi, H., Tam, F., Lee, W., Thomas, C., Graham, S., & Strother, S. (2012). Optimizing correction of head motion and physiological noise in single-subject fMRI analyses: 1. Standard temporal-based methods. Human Brain Mapping, 33, 609-627.

• A87. Wang, J.Y., Abdi, H., Bakhadirov, K., Diaz-Arrastia, R., & Devous, M.D. (2012). A comprehensive reliability assessment of quantitative diffusion tensor tractography. NeuroImage, 60, 1127-1138.

• A86. Abdi, H., Williams, L.J., Valentin, D., & Bennani-Dosse, M. (2012). STATIS and DISTATIS: Optimum multi-table principal component analysis and three way metric multidimensional scaling. Wiley Interdisciplinary Reviews: Computational Statistics, 4, 124-167.

• A85. St-Laurent, M., Abdi, H., Burianová, H., & Grady, C.L. (2011). Influence of aging on the neural correlates of autobiographical, episodic, and semantic memory retrieval. Journal of Cognitive Neuroscience, 23, 4150-4163.

• A84. Wang, J.Y., Bakhadirov, K., Abdi, H., Devous, M., Marquez de la Plata, C.D., Moore, C., Madden, C.J., & Diaz-Arrastia, R. (2011). Longitudinal changes of structural connectivity in traumatic axonal injury. Neurology, 77, 818-826.

• A83. Pelé, J., Abdi, H., Moreau, M., Thybert, D., & Chabbert, M. (2011). Multidimensional scaling reveals the main evolutionary pathways of class A G-protein-coupled receptors. PLoS One , 6, 1-10, e19094. doi:10.1371/journal.pone.0019094.

• A82. Chollet, S., Lelièvre M., Abdi, H., & Valentin, B. (2011). Sort and Beer: Everything you wanted to know about the sorting task but did not dare to ask. Food Quality and Preference, 22, 507-520.

• A81. Krishnan, A., Williams, L.J., McIntosh, A.R., & Abdi, H. (2011). Partial Least Squares (PLS) methods for neuroimaging: A tutorial and review. NeuroImage, 56, 455-475. Matlab Scripts (zipped file).

• A80. Coulon, M., Baudoin, C., Abdi, H., Heyman, Y., & Deputte, B. (2010). Social behavior and kin discrimination in a mixed group of cloned and non cloned heifers (Bos taurus). Theriogenology, 74, 1596-1603.

• A79. Santosa, M., Abdi, H., & Guinard, J.-X. (2010). A modified sorting task to investigate consumer perceptions of extra virgin olive oils. Food Quality and Preference, 21, 881-892.

• A78. Williams, L.J., Abdi, H., French, R., & Orange, J.B. (2010). A tutorial on Multi-Block Discriminant Correspondence Analysis (MUDICA): A new method for analyzing discourse data from clinical populations. Journal of Speech Language and Hearing Research, 53, 1372-1393.
  matlab programs for MUDICA and DICA.
  (new) Derek Beaton's R programs for MUDICA and DICA.
  

• A77. Abdi, H., & Williams, L.J. (2010). Principal component analysis. Wiley Interdisciplinary Reviews: Computational Statistics, 2, 433-459.
  matlab programs for PCA.

• A76. Abdi, H. (2010). Partial least square regression, projection on latent structure regression, PLS-Regression. Wiley Interdisciplinary Reviews: Computational Statistics, 2, 97-106.
  matlab programs for PLS. (new) C++ programs for PLS (by Dr. William R. Schwartz from Federal University of Minas Gerais, Brazil).

• A75. Ballester, J., Abdi, H., Langlois, J., Peyron, D., & Valentin, D. (2009). The odor of colors: Can wine experts and novices distinguish the odors of white, red, and rosé wines? Chemosensory Perception, 2, 203-213.

• A74. Lelièvre M., Chollet, S., Abdi, H., & Valentin, B. (2009). Beer trained and untrained assessors rely more on vision than on taste when they categorize beers. Chemosensory Perception, 2, 143-153.

• A73. Bartlett, J.C., Shastri, K.K., Abdi, H., & Neville-Smith, M. (2009). Component structure of individual differences in true and false recognition of faces. Journal of Experimental Psychology: Learning, Memory, and Cognition, 35, 1207-1230.

• A72. Abdi, H. (2009). Centroid. Wiley Interdisciplinary Reviews: Computational Statistics, 1, 259-260.

• A71. Abdi, H., Dunlop, J.P., & Williams, L.J. (2009). How to compute reliability estimates and display confidence and tolerance intervals for pattern classiffers using the Bootstrap and 3-way multidimensional scaling (DISTATIS). NeuroImage, 45, 89-95.

• A70. Otsuka, Y., Konishi, Y., Kanazawa, S., Yamaguchi, M.K., Abdi, H., & O'Toole, A.J. (2009). Recognition of moving and static faces by young infants. Child Development, 80, 1259-1271.

• A69. Jerger S., Tye-Murray, N., & Abdi, H. (2009). Role of visual speech in phonological processing by children with hearing loss. Journal of Speech, Language, and Hearing Research, 52, 412-434.

• A68. Chrea, C., Valentin, D., & Abdi, H. (2009). Graded structure in odor categories: A cross-cultural case study. Perception, 38, 292-309.

• A67. Jerger, S., Damian, M., Spence, M., Tye-Murray, N., & Abdi, H. (2009). Developmental shifts in covert audiovisual speech processing by children: A new multimodal picture word task. Journal of Experimental Child Psychology, 102, 40-59.

• A66. Takane, Y., Hwang, H., & Abdi, H. (2008). Regularized multiple-set canonical correlation analysis. Psychometrika, 73, 753-775.

• A65. Lelièvre, M., Chollet, S., Abdi, H., & Valentin, D. (2008). What is the validity of the sorting task for describing beers? A study using trained and untrained assessors. Food Quality and Preference, 19, 697-703.
  

• A64. Wang, J.Y., Bakhadirov, K., Devous, M.D. Sr., Abdi, H., McColl, R., Moore, C. Marquez de la Plata, C.D., Ding, K., Whittemore, A. Babcock, E., Rickbeil, E.T., Dobervich, J., Kroll, D., Dao, B., Mohindra, N., & Diaz-Arrastia, R. (2008). Diffusion tensor tractography of traumatic diffuse axonal injury. Archives of Neurology, 65, 619-626.

• A63. Chrea, C., Ferdenzi, C., Valentin, D., & Abdi, H. (2007). Revisiting the relation between language and cognition: A cross-cultural study with odors. Current Psychology Letters: Behavior, Brain, & Cognition, 22(2), 1-14.

• A62. O'Toole, A.J., Jiang, F., Abdi, H., Penard, N., Dunlop, J.P., & Parent, M.A. (2007). Theroretical, statistical, and practical perspectives on pattern-based classification approaches to the analysis of functional neuroimaging data. Journal of Cognitive Neuroscience, 19, 1735-1752.

• A61. O'Toole, A.J., Abdi, H., Jiang, F., & Phillips, J. (2007). Fusing face recognition algorithms and humans. IEEE: Transaction on Systems, Man, & Cybernetics, Part B, 37(5), 1149-1155.

• A60. O'Toole, A.J., Phillips, J., Jiang, F., Ayyad, J., Penard, N., & Abdi, H. (2007). Face recognition algorithms surpass humans matching faces over changes in illumination. IEEE Transactions on Pattern Analysis and Machine Intelligence, 29, 1642-1646. Supplemental Material.

• A59. Abdi, H., Valentin, D., Chollet, S., & Chrea, C. (2007). Analyzing assessors and products in sorting tasks: DISTATIS, theory and applications. Food Quality and Preference, 18, 627-640.
  DISTATIS for Sorting Tasks -> Matlab Programs (zipped file)
  DISTATIS for Sorting Tasks -> With R: Using the DistatisR package (zipped file)

• A58. Yang, F., Paindavoine, M., Abdi, & H., Arnoult, D. (2006). Fast panoramic face mosaicing and recognition. Journal of Multimedia, 1, 14-20.

• A57. Roark, D.A., O'Toole, A.J., Abdi, H., & Barrett, S.E., (2006). Learning the moves: The effect of familiarity and facial motion on person recognition across large changes in viewing format. Perception, 36, 761-773.

• A56. Caldara, R., & Abdi, H. (2006). Simulating the "other-race" effect with autoassociative neural networks: Further evidence in favor of the face-space model. Perception, 36, 659-670.

• A55. Otsuka, Y., Kanazawa, S., Yamaguchi, M., O'Toole, A.J., & Abdi, H. (2005). The effect of motion information on infants' recognition of unfamiliar faces. Japanese Journal of Psychonomic Science , 24(1) , 125-126.

• A54. Yang, F., Paindavoine, M., Abdi, H., & Monopoly A. (2005). Development of a fast panoramic face mosaicing and recognition system . Optical Engineering, 44(8), 087005-1/087005-10.

• A53. O'Toole, A.J., Harms, J., Snow, S.L., Hurst, D.R., Pappas, M.R., Ayyad, J., & Abdi, H. (2005). A video database of moving faces and people. IEEE Transactions on Pattern Analysis and Machine Intelligence. 27, 812-816.

• A52. O'Toole, A.J., Jiang, F., Abdi, H., & Haxby, J.V. (2005). Partially distributed representations of objects and faces in ventral temporal cortex. Journal of Cognitive Neuroscience, 17, 580-590.

• A51. Chrea, C., Valentin, D., Sulmont-Rossé, C., Nguyen-Hoan, D., & Abdi, H. (2005). Semantic, typicality, and odor representation: A cross-cultural study. Chemical Senses, 30, 37-49.

• A50. Chollet, S., Valentin, D., & Abdi, H. (2005). Do trained assessors generalize their knowledge to new stimuli? Food Quality and Preference, 16, 13-21.

• A49. Chrea C., Valentin D., Sulmont-Rossé, C., Ly Mai, H., Hoang Nguyen, D., & Abdi H. (2004). Culture and odor categorization: Agreement between cultures depends upon the odors. Food Quality and Preference, 15, 669-679.

• A48. Valentin, D., Chollet, S., & Abdi, H. (2003). Les mots du vin: Experts et novices diffèrent-ils quand ils décrivent des vins? (Wine talk: do experts and novices differ when they describe wines). Corpus, 2, 183-200.

• A47. Posamentier, M., & Abdi, H. (2003). Processing faces and facial expressions. Neuropsychology Review, 13(3), 113-144.

• A46. Roark, D.A., Barrett, S.E., Spence, M.J., Abdi, H., & O'Toole, A.J. (2003). Psychological and neural perspectives on the role of motion in face recognition. Behavioral and Cognitive Neuroscience Reviews, 2(1), 15-46.

• A45. Abdi, H. (2002). What can cognitive psychology and sensory evaluation learn from each other? Food Quality and Preference, 13, 445-451.

• A44. O'Toole, A.J., Roark, D.A., & Abdi, H. (2002). Recognizing moving faces: A psychological and neural synthesis. Trends in Cognitive Science, 6, 261-266.

• A43. Chang Y.D., O'Toole, A.J., & Abdi H. (2001). Classifying adults' and children's faces by sex: Computational investigations of subcategorical feature encoding. Cognitive Science, 25 , 819-838.

• A42. Valentin, D., & Abdi, H. (2001). Face recognition by myopic baby neural networks. Child and Infant Development, 10, 19-20.

• A41. Yang, F., Paindavoine, M., & Abdi, H. (2000). A new image filtering technique combining a wavelet transform with a linear neural network: Application to face recognition. Optical Engineering, 38, 2894-2899.

• A40. O'Toole, A.J., Bartlett, J.C., & Abdi, H. (2000). A signal detection model applied to the stimulus: Understanding covariances in face recognition experiments in the context of face sampling distributions. Visual Cognition,7, 436-463.

• A39. Valentin, D., Abdi, H., & Edelman, B. (1999). From rotation to disfiguration: Testing a dual-strategy model for recognition of faces across view angles. Perception, 28, 817-824.
  

• A38. Deffenbacher, K.A., Hendrickson, C. O'Toole A.J., David P. Huff, D.P., & Abdi, H. (1998). Manipulating face gender: Effects on categorization and recognition judgments. Journal of Biological Systems, 6, 219-240.

• A37. Edelman, B., Valentin, D., & Abdi, H. (1998). Sex classification of face areas: How well can a linear neural network predict human performance? Journal of Biological Systems, 6, 241-264.

• A36. Abdi, H., Valentin, D., & Edelman, B. (1998). Eigenfeatures as intermediate level representations: the case for PCA models. Brain and Behavioral Sciences, 21, 17-18.

• A35. O'Toole, A.J., Deffenbacher, K.A., Valentin, D., McKee K., Huff, D., & Abdi, H. (1998). The perception of face gender: The role of stimulus structure in recognition and classification. Memory & Cognition, 26, 146-160.

• A34. Valentin, D., Abdi, H., Edelman, B., & O'Toole, A.J. (1997). Principal component and neural network analyses of face images: What can be generalized in gender classification? Journal of Mathematical Psychology, 41, 398-412.

• A33. Valentin, D., Abdi, H., & Edelman, B. (1997). What represents a face: A computational approach for the integration of physiological and psychological data. Perception, 26, 1271-1288.

• A32. Abdi, H., Valentin, D., Edelman, B., & O'Toole. A.J. (1996). A Widrow-Hoff learning rule for a generalization of the linear auto-associator. Journal of Mathematical Psychology, 40, 175-182.

• A31. Valentin, D., Abdi, H., Edelman, B., & Nijdam, A. (1996). Connectionism ``face''-off: Different algorithms for different tasks. Psychologica Belgica, 36, 65-92.

• A30. Edelman, B., Abdi, H., & Valentin D. (1996). Multiplication number facts: Modeling human performance with connectionist networks. Psychologica Belgica, 36, 31-63.

• A29. Valentin, D., & Abdi, H. (1996). Can a linear autoassociator recognize faces from new orientations? Journal of the Optical Society of America, series A, 13, 717-724.

• A28. Lemaire, P., Abdi, H., & Fayol, M. (1996). The role of working memory ressources in simple cognitive arithmetic. European Journal of Cognitive Psychology, 8, 73-103.

• A27. Abdi, H., Valentin, D., Edelman, B.E., & O'Toole, A.J. (1995). More about the difference between men and women: Evidence from linear neural networks and the principal component approach. Perception, 24, 539-562.

• A26. Abdi, H., & Valentin, D. (1994) Modèles numériques, statistiques et neuronaux de la reconnaissance des visages. Psychologie Française, 39, 375-391.

• A25. Valentin, D., Abdi, H., O'Toole, A.J., & Cottrell, G.W. (1994). Connectionist models of face processing: A survey. Pattern Recognition, 27, 1208-1230.

• A24. Valentin, D., Abdi, H., & O'Toole, A.J. (1994). Categorization and identification of human face images by neural networks: A review of linear auto-associator and principal component approaches. Journal of Biological Systems, 2, 413-429.

• A23. Abdi, H. (1994). A neural network primer. Journal of Biological Systems, 2, 247-281.

• A22. Lemaire, P., Barrett, S., Fayol, M., & Abdi, H. (1994). Automatic activation of addition and multiplication facts in elementary school children. Journal of Experimental Child Psychology, 57, 224-258.

• A21. O'Toole, A.J., Deffenbacher, K.A., Valentin, D., & Abdi, H. (1994). Structural aspects of face recognition and the other race effect. Memory & Cognition, 22, 208-224,

• A20. Barrett, S.E., Abdi, H., Murphy, G.L., & McCarthy-Gallagher, J. (1993). Theory-based correlation and their role in children's concepts. Child Development, 64, 1595-1616.

• A19. O'Toole, A.J., Abdi, H., Deffenbacher, K.A., & Valentin, D. (1993). A low dimensional representation of faces in the higher dimensions of the space. Journal of the Optical Society of America, series A, 10, 405-411.

• A18. Lemaire, P., Fayol, M., & Abdi, H. (1991). Associative confusion effect in cognitive arithmetic: Evidence for partially autonomous processes. European Bulletin of Cognitive Psychology, 11, 587-604.

• A17. O'Toole, A.J., Deffenbacher, K., Abdi, H., & Bartlett, J.C. (1991). Simulating the other race effect. Connection Science, 3, 163-178.

• A16. Abdi, H. (1990). Additive-tree representations (with an application to face processing) Lecture Notes in Biomathematics, 84, 43-59.

• A14. Abdi, H., Barthélemy, J.P., & Luong, X. (1990). Représentations arborées et catégories naturelles. CUMFID, 16, 157-178.

• A13. Abdi, H. (1990). Additive-tree representation of verbatim memory. CUMFID, 16, 99-124.

• A12. Gombert, J.E., Fayol, M., & Abdi, H. (1990). . Les cat�gories verbales et leur d�veloppement: �tude descriptive. CUMFID, 16, 87-98.

• A11. Fayol, M., Abdi, H., & Gombert, J.E. (1989). Use of past tense verb inflections in French: developmental study of the interaction between type of process and context. European Bulletin of Cognitive Psychology, 9, 279-295.

• A10. Fayol, M., Abdi, H. (1988). Influence of script structure on punctuation. European Bulletin of Cognitive Psychology, 8, 265-279.

• A9. Fayol, M., Abdi, H., & Gombert, J.E. (1987). Arithmetical formulation and working memory load. Cognition & Instruction, 4, 183-202.

• A8. Bruyer, R., Abdi, H., & Benoit, J. (1987). Stimulus vs face recognition in lateraly displayed stimuli. American Journal of Psychology, 100, 117-121.

• A7. Abdi, H. (1987). Do we really need a contingency model for concept formation? British Journal of Psychology, 78, 113-25.

• A6. Fayol, M., & Abdi, H. (1986). Impact des formulations sur la résolution de problèmes additifs chez l'enfant de 6 � 10 ans. European Journal of Educational Psychology, 1, 41-58.

• A5. Abdi, H. (1985). Représentations arborées de l'information verbatim. Bulletin de Psychologie, 38, 633-643.

• A4. Baudoin C., & Abdi, H. (1981). Détermination de l'âge par pesée du cristallin chez le lérot Eliomys Quercinus (L.) Revue Ecologique (Terre et Vie), 35, 162-172.

• A3. Baudoin, & C., Abdi, H. (1981). Une typologie des âges chez le lérot Eliomys Quercinus (L.) au moyen de l'analyse des correspondances. Revue Ecologique (Terre et Vie), 35, 173-182.

• A2. Henquell, & D., Abdi, H. (1981). Influence respective des repères visuels et des repères chimiques dans l'orientation de "Formica Polyctena." Insectes Sociaux, 28, 47-66.

• A1. Chastaing, M., & Abdi, H. (1980). La psychologie des injures. Journal de Psychologie Normale et Pathologique, 77, 31-62.

Book Chapters

• C109. Abdi, H., & Williams, L. (2022). Barycentric discriminant analysis (BADA). In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. pp. 80-82.

• C108. Abdi, H. (2022). Coefficients of alienation and determination. In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. pp. 218-218.

• C107. Abdi, H. (2022). Coefficient of variation. In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. pp. 215-217.

• C106. Abdi, H. (2022). Congruence. In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. pp. 267-273.

• C105. Abdi, H., & Williams, L. (2022). Contrast Analysis. In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. pp. 292-299.

• C104. Abdi, H. (2022). Correlation coefficient. In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. pp. 316-327.

• C103. Abdi, H.; & Williams, L. (2022). Correspondence analysis (CA). In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. pp. 327-339.

• C102. Abdi, H. (2022). Effect coding. In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. pp. 477-480.

• C101. Abdi, H. (2022). The general linear model. In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. pp. 615-618.

• C100. Abdi, H. (2022). The Greenhouse-Geisser correction. In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. pp. 630-634.

• C99. Abdi, H. (2022). Guttman scaling. In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. pp.642-645.

• C98. Abdi, H. (2022). Holm's sequential Bonferroni procedure. In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage.668-671.

• C95. Abdi, H. (2022). Ipsative data. In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. 736-738.

• C96. Abdi, H., Williams L. (2022). Jackknife. In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. pp.749-754.

• C95. Abdi, H. (2022). Least squares (the method of). In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. pp. 805-808.

• C94. Abdi, H. (2022). Matrix algebra. In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. pp. 864-876.

• C93. Abdi, H. (2022). Multidimensional scaling (MDS). In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. 950-958.

• C92. Abdi, H., Williams L. (2022). Newman-Keuls test. In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. pp. 1057-1063

• C91. Abdi, H. (2022). Normalizing data. In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. pp. 1094-1096.

• C90. Abdi, H. (2022). Predictive discriminant analysis. In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. pp. 1232-1239.

• C89. Williams, L., & Abdi, H. (2022). Fisher's least significant difference test. In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. pp. 578-581.

• C88. Williams L., & Abdi, H. (2022). Post-Hoc Comparisons. In B. Frey (Ed.), The SAGE Encyclopedia of Research Design. Thousand Oaks: Sage. pp. 1214-1219.

• C87. Abdi H., Eslami, A., & Guillemot, V. (2018). Canonical correlation analysis (CCA). In R. Alhajj and J. Rokne (Eds.), Encyclopedia of Social Networks and Mining (2nd Edition). New York: Springer Verlag.

• C86. Abdi H., Williams, L., & Béra, M. (2018). Barycentric discriminant analysis (BADA). In R. Alhajj and J. Rokne (Eds.), Encyclopedia of Social Networks and Mining (2nd Edition). New York: Springer Verlag.

• C85. Abdi H. & Béra, M. (2018). Correspondence analysis. In R. Alhajj and J. Rokne (Eds.), Encyclopedia of Social Networks and Mining (2nd Edition). New York: Springer Verlag.

• C84. Valentin, D., Chollet, S., Nestrud, M., & Abdi, H. (2018). Projective mapping and sorting tasks. In: J. Hort, S. Kemp, S., & T. Hollowood (Eds.), Descriptive Analysis in Sensory Evaluation. London: Wiley-Blackwell. pp. 535-559.

• C83. Beaton, D., Kriegsman, M., Dunlop, J., Filbey, F., ADNI, & Abdi H., (2016). Imaging genetics with partial least squares for mixed-data types (MiMoPLS). In: H. Abdi, V. Esposito Vinzi, G. Russolillo, S. Saporta, & L. Trinchera, (Eds.), The Multiple Facets of Partial Least Squares and Related Methods. New York: Springer Verlag. pp. 63-78.

• C82. Abdi, H., & Béra, M. (2014). Correspondence analysis. In R. Alhajj and J. Rokne (Eds.), Encyclopedia of Social Networks and Mining. New York: Springer Verlag. pp 275-284.

• C81. Chollet, S., Valentin, D., & Abdi, H. (2014). Free sorting task. In P.V. Tomasco & G. Ares (Eds), Novel Techniques in Sensory Characterization and Consumer Profiling. Boca Raton: Taylor and Francis. pp 207-227.

• C80. Beaton, D., Filbey, F., & Abdi H. (2013). Integrating partial least squares correlation and correspondence analysis for nominal data. In Abdi, H., Chin, W., Esposito Vinzi, V., Russolillo, G., & Trinchera, L. (Eds.), New Perspectives in Partial Least Squares and Related Methods. New York: Springer Verlag. pp.81-94.

• C79. Krishnan, A., Kriegeskorte, N., & Abdi, H. (2013). Distance-based partial least square analysis. In Abdi, H., Chin, W., Esposito Vinzi, V., Russolillo, G., & Trinchera, L. (Eds.), New Perspectives in Partial Least Squares and Related Methods. New York: Springer Verlag. pp.131-145.

• C78. Kovacevic, N., Abdi, H., Beaton, D., for the Alzheimer's Disease Neuroimaging Initiative,& McIntosh, A.R. (2013). Revisiting PLS resampling: Comparing significance vs. reliability across range of simulations. In Abdi, H., Chin, W., Esposito Vinzi, V., Russolillo, G., & Trinchera, L. (Eds.), New Perspectives in Partial Least Squares and Related Methods. New York: Springer Verlag. pp. 159-170.

• C77. Churchill, N., Spring, R., Abdi, H., Kovacevic, N., McIntosh, A.R., & Strother, S. (2013). The stability of behavioral PLS results in ill-posed neuroimaging problems. In Abdi, H., Chin, W., Esposito Vinzi, V., Russolillo, G., & Trinchera, L. (Eds.), New Perspectives in Partial Least Squares and Related Methods. New York: Springer Verlag. pp. 171-183.

• C76. Bécu, J.M., Pelé, J., Rodien, P., Abdi, H., & Chabbert, M. (2013). Structural evolution of G-protein-coupled receptors: A sequence space approach. In: P. M. Conn, (Ed.), Methods in Enzymology: G Protein Coupled Receptors. New York: Academic Press. pp. 49-66.

• C75. Abdi, H., & Williams, L.J. (2013). Partial least squares methods: Partial least squares correlation and partial least square regression. In: B. Reisfeld & A. Mayeno (Eds.), Methods in Molecular Biology: Computational Toxicology. New York: Springer Verlag. pp. 549-579.

• C74. Abdi, H. & Williams, L.J. (2010). Barycentric discriminant analysis (BADIA). In N.J. Salkind, D.M., Dougherty, & B. Frey (Eds.): Encyclopedia of Research Design. Thousand Oaks (CA): Sage. pp. 64-75.

• C73. Abdi, H. (2010). Coefficient of variation. In N.J. Salkind, D.M., Dougherty, & B. Frey (Eds.): Encyclopedia of Research Design. Thousand Oaks (CA): Sage. pp. 169-171.

• C72. Abdi, H. & Williams, L.J. (2010). Coefficients of correlation, alienation, and determination. In N.J. Salkind, D.M., Dougherty, & B. Frey (Eds.): Encyclopedia of Research Design. Thousand Oaks (CA): Sage. pp. 171-180.

• C71. Abdi, H. (2010). Congruence: Congruence coefficient, RV coefficient, and Mantel Coefficient. In N.J. Salkind, D.M., Dougherty, & B. Frey (Eds.): Encyclopedia of Research Design. Thousand Oaks (CA): Sage. pp. 222-229.

• C70. Abdi, H. & Williams, L.J. (2010). Contrast analysis. In N.J. Salkind, D.M., Dougherty, & B. Frey (Eds.): Encyclopedia of Research Design. Thousand Oaks (CA): Sage. pp. 243-251.

• C69. Abdi, H. & Williams, L.J. (2010). Correspondence analysis. In N.J. Salkind, D.M., Dougherty, & B. Frey (Eds.): Encyclopedia of Research Design. Thousand Oaks (CA): Sage. pp. 267-278. Matlab program for correspondence analysis.

• C68. Abdi, H. (2010). Effect coding. In N.J. Salkind, D.M., Dougherty, & B. Frey (Eds.): Encyclopedia of Research Design. Thousand Oaks (CA): Sage. pp. 404-407.

• C67. Williams, L.J. & Abdi, H. (2010). Fisher's least significance difference (LSD) test In N.J. Salkind, D.M., Dougherty, & B. Frey (Eds.): Encyclopedia of Research Design. Thousand Oaks (CA): Sage. pp. 491-494.

• C66. Abdi, H. (2010). The general linear model (GLM). In N.J. Salkind, D.M., Dougherty, & B. Frey (Eds.): Encyclopedia of Research Design. Thousand Oaks (CA): Sage. pp. 538-541.

• C65. Abdi, H. (2010). Greenhouse-Geisser correction. In N.J. Salkind, D.M., Dougherty, & B. Frey (Eds.): Encyclopedia of Research Design. Thousand Oaks (CA): Sage. pp. 544-548.

• C64. Abdi, H. (2010). Guttman Scaling. In N.J. Salkind, D.M., Dougherty, & B. Frey (Eds.): Encyclopedia of Research Design. Thousand Oaks (CA): Sage. pp. 558-560.

• C63. Abdi, H. (2010). Holm's sequential Bonferroni procedure. In N.J. Salkind, D.M., Dougherty, & B. Frey (Eds.): Encyclopedia of Research Design. Thousand Oaks (CA): Sage. pp. 573-577.

• C62. Abdi, H. & Williams, L.J. (2010). Honestly significant difference (HSD) test. In N.J. Salkind, D.M., Dougherty, & B. Frey (Eds.): Encyclopedia of Research Design. Thousand Oaks (CA): Sage. pp. 583-585.

• C61. Abdi, H. & Williams, L.J. (2010). Jackknife. In N.J. Salkind, D.M., Dougherty, & B. Frey (Eds.): Encyclopedia of Research Design. Thousand Oaks (CA): Sage. pp. 655-660.

• C60. Abdi, H. (2010). The method of least squares. In N.J. Salkind, D.M., Dougherty, & B. Frey (Eds.): Encyclopedia of Research Design. Thousand Oaks (CA): Sage. pp. 705-708.

• C59. Abdi, H. & Williams, L.J. (2010). Matrix algebra. In N.J. Salkind, D.M., Dougherty, & B. Frey (Eds.): Encyclopedia of Research Design. Thousand Oaks (CA): Sage. pp. 761-776.

• C58. Abdi, H. & Williams, L.J. (2010). Newman-Keuls and Tukey test. In N.J. Salkind, D.M., Dougherty, & B. Frey (Eds.): Encyclopedia of Research Design. Thousand Oaks (CA): Sage. pp. 897-904.

• C57. Abdi, H. & Williams, L.J. (2010). Normalizing data. In N.J. Salkind, D.M., Dougherty, & B. Frey (Eds.): Encyclopedia of Research Design. Thousand Oaks (CA): Sage. pp. 935-938.

• C56. Williams, L.J. & Abdi, H. (2010). Post-hoc comparisons. In N.J. Salkind, D.M., Dougherty, & B. Frey (Eds.): Encyclopedia of Research Design. Thousand Oaks (CA): Sage. pp. 1060-1067.

• C55. Abdi, H. (2010). Signal detection theory (SDT). Peterson, P.L. Baker, E., & B. McGaw (Eds.): International Encyclopedia of Education (3rd Ed). (Vol 7). New York: Elsevier. pp 407-410.

• C54. Abdi, H. (2007). Binomial distribution: binomial and sign tests. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 87-89.

• C53. Abdi, H. (2007). Bonferroni and Sidak corrections for multiple comparisons. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 103-107.

• C52. Abdi, H. (2007). Centroid, center of gravity, center of mass, barycenter. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 128-129.

• C51. Abdi, H. (2007). Coefficients of correlation, alienation and determination. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 158-162.

• C50. Abdi, H. (2007). Discriminant correspondence analysis. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 270-275.

• C49. Abdi, H. (2007). Distance. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 280-284.

• C48. Abdi, H., & Valentin, D. (2007). DISTATIS: the analysis of multiple distance matrices. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 284-290.

• C47. Abdi, H. (2007). Eigen-decomposition: eigenvalues and eigenvecteurs. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 304-308.

• C46. Abdi, H. (2007). Kendall rank correlation. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 508-510.

• C45. Abdi, H., (2007). (The Method of) Least Squares. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 530-532.

• C44. Abdi, H., & Molin, P. (2007). Lilliefors test of normality. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 540-544.

• C43. Abdi, H. (2007). Metric multidimensional scaling. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 598-605.

• C42. Abdi, H. (2007). Multiple correlation coefficient. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 648-651.

• C41. Abdi, H., & Valentin, D. (2007). Multiple correspondence analysis. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 651-657.

• C40. Abdi, H., & Valentin, D. (2007). Multiple factor analysis. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 657-663.

• C39. Abdi, H. (2007). O'Brien test for homogeneity of variance. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 701-704.

• C38. Abdi, H. (2007). Part and partial correlations. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 736-740.

• C37. Abdi, H. (2007). Partial least square regression (PLS regression). In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 740-744.

• C36. Abdi, H. (2007). RV coefficient and congruence coefficient. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 849-853.

• C35. Abdi, H. (2007). Signal detection theory. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 886-889.

• C34. Abdi, H. (2007). Singular Value Decomposition (SVD) and Generalized Singular Value Decomposition (GSVD). In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 907-912.

• C33. Abdi, H., & Valentin, D. (2007). STATIS. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 955-962.

• C32. Abdi, H. (2007). Z-scores. In N.J. Salkind (Ed.): Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 1057-1058.

• C31. O'Toole, A.J., Jiang, F., Roark, D., & Abdi, H. (2006). Predicting human performance for face recognition. In R. Chellappa & W. Zhao (Eds.). Face processing: Advanced models and methods. New York: Academic Press. pp. 293-320.

• C30. Valentin, D., & Abdi H. (2003). Early face recognition: What can we learn from a myopic baby neural network? In Slater, A., & Pascalis, O. (Eds.), The development of face processing in infancy and early childhood: current perspectives. New York: Nova Science Publishers. pp. 143-153.

• C29. Abdi, H. (2003). Factor rotations. In M. Lewis-Beck, A. Bryman, T. Futing (Eds): Encyclopedia for research methods for the social sciences. Thousand Oaks (CA): Sage. 978-982.

• C28. Abdi, H. (2003). Least-squares. In M. Lewis-Beck, A. Bryman, T. Futing (Eds): Encyclopedia for research methods for the social sciences. Thousand Oaks (CA): Sage. pp. 559-561.

• C27. Abdi, H. (2003). Multivariate analysis. In M. Lewis-Beck, A. Bryman, T. Futing (Eds): Encyclopedia for research methods for the social sciences. Thousand Oaks (CA): Sage. pp. 699-702.

• C26. Abdi, H. (2003). Neural networks. In M. Lewis-Beck, A. Bryman, T. Futing (Eds): Encyclopedia for research methods for the social sciences. Thousand Oaks (CA): Sage. pp. 725-728.

• C25. Abdi, H. (2003). Partial least squares regression (PLS-regression). In M. Lewis-Beck, A. Bryman, T. Futing (Eds): Encyclopedia for research methods for the social sciences. Thousand Oaks (CA): Sage. pp. 792-795.
  PLS-Regression -> Matlab Programs

• C24. Abdi, H. (2003). Partial regression coefficients. In M. Lewis-Beck, A. Bryman, T. Futing (Eds): Encyclopedia for research methods for the social sciences. Thousand Oaks (CA): Sage. pp.978-982.

• C23. Bartlett J.C., Searcy J.H., & Abdi, H. (2003). What are the routes to face recognition? In M. Peterson, & G. Rhodes (Eds.): Perception of faces, objects, and scenes: analytic and holistic processes. Oxford:Oxford University Press. (pp. 21-52).

• C22. Abdi H. (2001). Linear algebra for neural networks. In N.J. Smelser, P.B. Baltes (Eds.): International Encyclopedia of the Social and Behavioral Sciences. Oxford (UK): Elsevier.

• C21. O'Toole, A.J., & Abdi H. (2001). Models of face recognition. In N.J. Smelser, & P.B. Baltes (Eds.): International Encyclopedia of the Social and Behavioral Sciences. Oxford (UK): Elsevier.

• C20. Valentin, D., Abdi, H., Edelman, B., & Posamentier, M. (2001). 2D or not 2D? that is the question: What can we learn from computational models operating on 2D representations of faces? in M. Wenger, & J. Townsend (Eds.), Computational, geometric, and process perspectives on facial cognition. Mahwah (NJ): Erlbaum.

• C19. Abdi, H., & Valentin, D. (1997). De la reconnaissance des objets à la reconnaissance des visages. In F. Cordier & S. Tyvaert, (Eds.) La place de l'image dans la cognition. pp.13-41.

• C18. Abdi, H., Valentin, D., & O'Toole, A.J. (1997). A generalized auto-associator model for face processing and sex categorization: From principal components to multivariate analysis. In Levine D., & W.R. Elsberry (Eds.), Optimality in Biological and Artificial Networks? Hillsdale: Erlbaum.

• C17. O'Toole, A.J., Abdi, H., Deffenbacher, K.A., & Valentin, D. (1995). A perceptual learning theory on the information in faces. In T. Valentine, (Ed.) Cognitive and Computational Aspects of Face Recognition. London: Routledge.

• C16. O'Toole, J.A., Abdi, H., & Valentin, D. (1995). Face recognition with a neural network. In M.A. Arbib, (Ed.) Handbook of Brain Theory and Neural Networks. Cambridge (MA): M.I.T. Press.

• C15. Abdi, H. (1993). Précis de Connexionisme. In Rossi, J.P., & Le Ny, J.F. Intelligence Artificielle et Intelligence Naturelle. Paris: PUF.

• C14. Barrett, S.E., Abdi, H., & Sniffen, J.M. (1992). Reflections on Process and Representation: Children's Understanding of Cognition. In B. Burns (Ed.), Percepts, Concepts, and Categories: the Representation and Processing of Information. New York: Elsevier.

• C13. O'Toole, A.J., & Abdi, H. (1989). Connectionist approaches to visually-based feature extraction. In G. Tiberghien (Ed.), Advances in Cognitive Sciences. London: Wiley.

• C12. Abdi, H. (1988). A generalized approach for connectionist auto-associative memories: interpretation, implications and illustration for face processing. In J. Demongeot (Ed.), Artificial Intelligence and Cognitive Sciences. Manchester: Manchester University Press.

• C10. Fayol, M., Abdi, H. (1990). Ponctuation et connecteurs: Etude expérimentale de leur fonctionnement dans des paires de propositions. In M. Charolles, S. Fisher, J. Jayez (Eds.), Le Discours. Nancy: Presses Universitaires de Nancy.

• C9. O'Toole, A.J., Abdi, H. (1989). Connectionist approaches to visually-based feature extraction. In G. Tiberghien (Ed.), Advances in Cognitive Sciences. London: Wiley.

• C8. Fayol, M., Gombert J.E., Abdi, H. (1988). Temps et type de procès: une étude descriptive et développementale. In N. Tersi & A. Kihm (Eds.), Temps et Aspect. Paris: C.N.R.S.

• C7. Abdi, H. (1988). A generalized approach for connectionist auto-associative memories: interpretation, implications and illustration for face processing. In J. Demongeot (Ed.), Artificial Intelligence and Cognitive Sciences. Manchester: Manchester University Press.

• C6. Abdi, H. (1986). Faces, prototypes and additive-tree representations. In H.D. Ellis, M.A. Jeeves, F. Newcombs, A.W. Young (Eds.), Aspects of Face Processing. Dordrecht: Nijhoff.

• C5. Abdi, H. (1986). La mémoire sémantique: une fille de l'intelligence artificielle et de la psychologie. In C. Bonnet, J.M. Hoc, G. Tiberghien (Eds.), Psychologie, Intelligence Artificielle et Automatique. Bruxelles: Mardaga.

• C4. Abdi, H., Barthélemy, J.P., Luong, X. (1984). Tree representation of associative structures in semantic and episodic memory research. In E. Degreef, J. Van Buggenhaut (Eds.), Trends in Mathematical Psychology. New York: Elsevier.

• C3. Abdi, H., Barthélemy, J.P., Luong, X. (1982). Utilisation de distances entre pré-ordres. In P. Batteau, E. Jacquet-Lagrèze, B. Monjardet (Eds.), Analyse et Agrégation des Préférences. Paris: Economica.

• C2. Abdi, H., Barthélemy, J.P., Luong, X. (1980). Information préordinale et analyse des préférences. In E. Diday, L. Lebart, J.P. Pagès, R. Tomassone (Eds.), Data Analysis and Informatics. New York: Elsevier.

• C1. Abdi, H. (1980). Approches Pré-ordinales et Analyse des Données Psychologiques: Applications Psychosociologiques et Psycholinguistiques. Thèse: Université d'Aix-en-Provence [part of the dissertation has been published in Benzécri et al. (Eds.) (1981), Pratique de l'analyse des données, Volume 3. Paris: Dunod].

Chapters in Proceedings

• P35. Guillemot, V., Eslami, A., Gloaguen, A., Tenenhaus, A., & Abdi, H. (2018). How to sparsify the singular value decomposition with orthogonal components.. Proceedings of the 50th Journées Françaises de Statistiques.

• P34. Perthame, E., Guillemot, V., Devijver, E., Gallopin, M., Zujovic, V., Fransson, J., Sanson, C., & Abdi H. (2018). Nonlinear network-based traits prediction from cytokines/chemokines secretion profiles. Proceedings of the 50th Journées Françaises de Statistiques

• P33. Ballester, J., Gullaume T., Abdi, H., Valentin, D. (2011). Are wine categories convex? A preliminary study on white and red wine categories. Wine Active Compounds 201. (Beaunes, France, March 24-26, 2011).

• P32. Abdi, H., & Valentin, D., (2007). Some new and easy ways to describe, compare, and evaluate products and assessors. In D., Valentin, D.Z. Nguyen, L. Pelletier (Eds) New trends in sensory evaluation of food and non-food products. Ho Chi Minh (Vietnam): Vietnam National University-Ho chi Minh City Publishing House. pp. 5-18. PowerPoint Presentation.

• P31. O'Toole, A.J., Jiang, F., Abdi, H., & Phillips, J. (2006). Fusing individual algorithms and humans improves face recognition accuracy. Advances in Visual Computing. Proceeding of the Second International Symposium ISCV 2006. Lake Tahoe, NV USA. New York: Springer-Verlag. pp.447-456.

• P30. Chrea, C., Valentin, D., Sulmont-Rossé, C., Nguyen, D., & Abdi, H. (2005). . Odeurs et catégorisation: notre représentation mentale des odeurs est-yyyelle universelle ou dépendante de notre culture? Actes de la 3�me Journ�e du Sensolier, Paris (France).

• P29. Yang, F., Paindavoine, M., & Abdi, H., (2005). Panoramic face mosaicing and recognition using multi-cameras. Proceedings of the IEEE Computer Society: The International Conference on Signal-Technology and Internet-Based Systems (SITIS'05) (Yaounde Cameroon).. pp. 22-27.

• P28. Yang, F., Paindavoine, M., & Abdi, H. (2005). Fast Panoramic Face Mosaicing and Recognition. IEEE-ISPA 2005. Proceedings of the 4th International Symposium on Image and Signal Processing and Analysis. September 15-17, 2005. pp: 197-202

• P27. Abdi, H., Valentin, D., O'Toole, A.J., & Edelman, B. (2005). DISTATIS: The analysis of multiple distance matrices. Proceedings of the IEEE Computer Society: International Conference on Computer Vision and Pattern Recognition. (San Diego, CA, USA). pp. 42-47.

• P26. Tillmann, B., Abdi, H., & Dowling W.J. (2004). Musical style perception by a linear auto-associator model and human listeners. In Lipscomb, S.D., Ashley R., Gjerdingen, R.O., & Webster P. (Eds.), Proceedings of the 8th International Conference on Music Perception and Cognition (Evanston, IL). Adelaide (AU): Causal Production. (1-3).

• P25. Roak, D.A., O'Toole, A.J., & Abdi, H. (2003). Human recognition of familiar and unfamiliar people in naturalistic videos. Proceeding of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures. 36-43.

• P24. Yang, F., Paindavoine, M., & Abdi, H. (1998). Parallel implementation of DSPs of face detection algorithm. Signal Processing Proceedings, 1998. ICSP 98. , 1, 69-72.

• P23. Yang, F., Paindavoine, M., & Abdi, H. (1997). A pre-processing technique based on the wavelet transform for linear autoassociators with applications to face processing. In W. Gerstner, A. Germond, M. Hasler, & J.-D. Nicoud (Eds.). Artificial Neural Networks (International Conference on Neural Networks 1997). New York, Berlin: Springer Verlag. (pp.925-930).

• P22. O'Toole, A.J., Abdi, H., Deffenbacher, K.A., & Bartlett, J.C. (1991). Classifying faces by race and sex using and auto-associative memory trained for recognition. In K.J. Hammond & D. Gentner (Eds.), Proceedings of the Thirteenth Annual Conference of the Cognitive Science Society. Hillsdale (NJ): Erlbaum.

• P21. Abdi, H. (1990). Mémoire et Cognition. In C. Juden (Ed.), Actes des Journées NSI-90. Grenoble.

Technical Report

• T1. Molin, P., & Abdi, H. (1998). New table and numerical approximation for the Kolomogorov-Smirnov/Lillliefors/Van Soest normality test. Technical Report, University of Bourgogne (France) / University of Texas at Dallas (USA).

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