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    Academic Journals

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• EnsemV3X: a novel ensembled deep learning architecture for multi-label scene classification.

  Authors:Priyal Sobti, Anand Nayyar, Niharika,, and Preeti NagrathFrom:PeerJ Computer Science (Vol. 7) Peer-Reviewed

  May 25, 20216,115 words Article 1350LConvolutional neural network is widely used to perform the task of image classification, including pretraining, followed by fine-tuning whereby features are adapted to perform the target task, on ImageNet. ImageNet is a...

• An analysis of the locality of binary representations in genetic and evolutionary algorithms.

  Authors:Hrishee Shastri and Eitan FrachtenbergFrom:PeerJ Computer Science (Vol. 7) Peer-Reviewed

  May 25, 202112,922 words Article 1470LMutation and recombination operators play a key role in determining the performance of Genetic and Evolutionary Algorithms (GEAs). Prior work has analyzed the effects of these operators on genotypic variation, often...

• Deep learning prediction of mild cognitive impairment conversion to Alzheimer's disease at 3 years after diagnosis using longitudinal and whole-brain 3D MRI.

  Authors:Ethan Ocasio and Tim Q. DuongFrom:PeerJ Computer Science (Vol. 7) Peer-Reviewed

  May 25, 20218,206 words Clinical report 1480LBackground While there is no cure for Alzheimer's disease (AD), early diagnosis and accurate prognosis of AD may enable or encourage lifestyle changes, neurocognitive enrichment, and interventions to slow the rate of...

• Learner question's correctness assessment and a guided correction method: enhancing the user experience in an interactive online learning system.

  Authors:Saurabh Pal, Pijush Kanti Dutta Pramanik, Aranyak Maity, and Prasenjit ChoudhuryFrom:PeerJ Computer Science (Vol. 7) Peer-Reviewed

  May 25, 202114,294 words Article 1350LIn an interactive online learning system (OLS), it is crucial for the learners to form the questions correctly in order to be provided or recommended appropriate learning materials. The incorrect question formation may...

• Hierarchical semantic interaction-based deep hashing network for cross-modal retrieval.

  Authors:Shubai Chen, Song Wu, and Li WangFrom:PeerJ Computer Science (Vol. 7) Peer-Reviewed

  May 25, 20216,872 words Report 1440LDue to the high efficiency of hashing technology and the high abstraction of deep networks, deep hashing has achieved appealing effectiveness and efficiency for large-scale cross-modal retrieval. However, how to...