Journal ArticleDOI
Pattern Recognition and Machine Learning
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TLDR
This book covers a broad range of topics for regular factorial designs and presents all of the material in very mathematical fashion and will surely become an invaluable resource for researchers and graduate students doing research in the design of factorial experiments.Abstract:
(2007). Pattern Recognition and Machine Learning. Technometrics: Vol. 49, No. 3, pp. 366-366.read more
Citations
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Proceedings ArticleDOI
InterruptMe: designing intelligent prompting mechanisms for pervasive applications
Veljko Pejovic,Mirco Musolesi +1 more
TL;DR: InterruptMe, an interruption management library for Android smartphones, is designed and implemented and shows that, compared to a context-unaware approach, interruptions elicited through the library result in increased user satisfaction and shorter response times.
Journal ArticleDOI
Identifying Exoplanets with Deep Learning: A Five-planet Resonant Chain around Kepler-80 and an Eighth Planet around Kepler-90
TL;DR: A method for classifying potential planet signals using deep learning, a class of machine learning algorithms that have recently become state-of-the-art in a wide variety of tasks, is presented and two new planets are identified with high confidence by this model.
Proceedings ArticleDOI
Group Consistent Similarity Learning via Deep CRF for Person Re-identification
TL;DR: This paper incorporates constraints on large image groups by combining the CRF with deep neural networks to learn the "local similarity" metrics for image pairs while taking into account the dependencies from all the images in a group, forming "group similarities".
Journal ArticleDOI
Meta-analytic clustering of the insular cortex. Characterizing the meta-analytic connectivity of the insula when involved in active tasks
Franco Cauda,Tommaso Costa,Diana Torta,Katiuscia Sacco,Federico D'Agata,Sergio Duca,Giuliano Geminiani,Peter T. Fox,Alessandro Vercelli +8 more
TL;DR: This work indicates, for the first time, that some blocks of the anterior insula play the role of hubs between the anterior and the posterior insulae, as confirmed by their activation in several different paradigms, and supports the view that the network to which the anteriorinsula belongs is related to saliency detection.
Proceedings ArticleDOI
Evaluation of color descriptors for object and scene recognition
TL;DR: A structured overview of color invariant descriptors in the context of image category recognition is required to increase illumination invariance and discriminative power.