Search Results - "Abdi, Hervé"

Partial least squares methods: partial least squares correlation and partial least square regression by Abdi, Hervé, Williams, Lynne J

“…Partial least square (PLS) methods (also sometimes called projection to latent structures) relate the information present in two data tables that collect…”
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Theoretical, statistical, and practical perspectives on pattern-based classification approaches to the analysis of functional neuroimaging data by O'Toole, Alice J, Jiang, Fang, Abdi, Hervé, Pénard, Nils, Dunlop, Joseph P, Parent, Marc A

“…The goal of pattern-based classification of functional neuroimaging data is to link individual brain activation patterns to the experimental conditions…”
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Partial least squares regression and projection on latent structure regression (PLS Regression) by Abdi, Hervé

“…Partial least squares (PLS) regression (a.k.a. projection on latent structures) is a recent technique that combines features from and generalizes principal…”
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Recognizing moving faces: a psychological and neural synthesis by O'Toole, Alice J., Roark, Dana A., Abdi, Hervé

“…Information for identifying a human face can be found both in the invariant structure of features and in idiosyncratic movements and gestures. When both kinds…”
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Multiblock discriminant correspondence analysis: Exploring group differences with structured categorical data by Krishnan, Anjali, Yu, Ju-Chi, Miles, Rona, Beaton, Derek, Rabin, Laura A., Abdi, Hervé

“…Psychological research often involves complex datasets that cannot easily be analyzed using traditional statistical methods. Multiblock Discriminant…”
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Principal component analysis by Abdi, Hervé, Williams, Lynne J.

“…Principal component analysis (PCA) is a multivariate technique that analyzes a data table in which observations are described by several inter‐correlated…”
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Partial Least Squares (PLS) methods for neuroimaging: A tutorial and review by Krishnan, Anjali, Williams, Lynne J., McIntosh, Anthony Randal, Abdi, Hervé

“…Partial Least Squares (PLS) methods are particularly suited to the analysis of relationships between measures of brain activity and of behavior or experimental…”
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Simulating the ‘Other-Race’ Effect with Autoassociative Neural Networks: Further Evidence in Favor of the Face-Space Model by Caldara, Roberto, Abdi, Hervé

“…Other-race (OR) faces are less accurately recognized than same-race (SR) faces, but faster classified by race. This phenomenon has often been reported as the…”
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Corrigendum: Are early social communication skills a harbinger for language development in infants later diagnosed autistic?—A longitudinal study using a standardized social communication assessment by Ravi, Shruthi, Bradshaw, Allison, Abdi, Hervé, Meera, Shoba Sreenath, Parish-Morris, Julia, Yankowitz, Lisa, Paterson, Sarah, Dager, Stephen R., Burrows, Catherine A., Chappell, Chad, St.John, Tanya, Estes, Annette M., Piven, Joseph, Swanson, Meghan R.

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Quick and dirty but still pretty good: a review of new descriptive methods in food science by Valentin, Dominique, Chollet, Sylvie, Lelièvre, Maud, Abdi, Hervé

“…Summary For food scientists and industrials, descriptive profiling is an essential tool that involves the evaluation of both the qualitative and quantitative…”
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Effect of age on variability in the production of text-based global inferences by Williams, Lynne J, Dunlop, Joseph P, Abdi, Hervé

“…As we age, our differences in cognitive skills become more visible, an effect especially true for memory and problem solving skills (i.e., fluid intelligence)…”
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Multiple factor analysis: principal component analysis for multitable and multiblock data sets by Abdi, Hervé, Williams, Lynne J., Valentin, Domininique

“…Multiple factor analysis (MFA, also called multiple factorial analysis) is an extension of principal component analysis (PCA) tailored to handle multiple data…”
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The representation of biological classes in the human brain by Connolly, Andrew C, Guntupalli, J Swaroop, Gors, Jason, Hanke, Michael, Halchenko, Yaroslav O, Wu, Yu-Chien, Abdi, Hervé, Haxby, James V

“…Evidence of category specificity from neuroimaging in the human visual system is generally limited to a few relatively coarse categorical distinctions-e.g.,…”
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Multisensory interactions: The influence of context on beverage and soundtrack pairing by Vandenberghe-Descamps, Mathilde, Mizener, Brendon, Abdi, Hervé, Chollet, Sylvie

“…•Harmony of beer-excerpt pairs was explained by stimuli sensory characteristics.•Pairs were more harmonious, preferred, and more familiar in the musical…”
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Distributed Patterns of Reactivation Predict Vividness of Recollection by St-Laurent, Marie, Abdi, Hervé, Buchsbaum, Bradley R

“…According to the principle of reactivation, memory retrieval evokes patterns of brain activity that resemble those instantiated when an event was first…”
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Memory reactivation in healthy aging: evidence of stimulus-specific dedifferentiation by St-Laurent, Marie, Abdi, Hervé, Bondad, Ashley, Buchsbaum, Bradley R

“…We investigated how aging affects the neural specificity of mental replay, the act of conjuring up past experiences in one's mind. We used functional magnetic…”
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Different patterns of recollection for matched real-world and laboratory-based episodes in younger and older adults by Diamond, Nicholas B., Abdi, Hervé, Levine, Brian

“…To bridge the gap between naturalistic and laboratory assessments of episodic memory, we designed time- and content-matched real-world and virtualized versions…”
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Bourbon and Rye Whiskeys Are Legally Distinct but Are Not Discriminated by Sensory Descriptive Analysis by Lahne, Jacob, Abdi, Hervé, Collins, Thomas, Heymann, Hildegarde

“…We present a Descriptive Analysis (DA) of a large representative sample (24 whiskeys) of two legally distinct types of American whiskeys: bourbon and rye…”
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On the relationship between trait autobiographical episodic memory and spatial navigation by Fan, Carina L., Abdi, Hervé, Levine, Brian

“…Influential research has focused on identifying the common neural and behavioural substrates underlying episodic memory (the re-experiencing of specific…”
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Reconfiguration and dedifferentiation of functional networks during cognitive control across the adult lifespan by Rieck, Jenny R, Baracchini, Giulia, Nichol, Daniel, Abdi, Hervé, Grady, Cheryl L

“…Healthy aging is accompanied by reduced cognitive control and widespread alterations in the underlying brain networks; but the extent to which large-scale…”
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