Kinship recognition from faces using deep learning with imbalanced data حسب Hadid, Abdenour

"…Importantly, to overcome the problem of unbalanced data, One Hot Encoding for labels is utilised. The distances finally are fed to a deep neural networks to determine the kinship relation. …"
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What do Neural Machine Translation Models Learn about Morphology? حسب Yonatan Belinkov (18973897)

"…We conduct a thorough investigation along several parameters: word-based vs. character-based representations, depth of the encoding layer, the identity of the target language, and encoder vs. decoder representations. …"

Kolmogorov–Arnold Networks for predicting carotid intima-media thickness in cardiovascular risk assessment حسب Al Bataineh, Ali

"…After a five-stage pre-processing pipeline median/mode imputation, categorical encoding, Min–Max scaling, inter-quartile-range outlier removal and SMOTE-NC balancing we trained a Kolmogorov–Arnold Network (KAN) to assign each patient to one of four CIMT-defined risk tiers mentioned as “No”, “Low”, “Medium”, “High”. …"
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Renin–angiotensin-system gene polymorphisms and depression حسب Saab, Yolande B.

"…The frequencies of common polymorphisms of genes encoding for components of the RAS, namely angiotensinogen (M235T), angiotensin converting enzyme (ACE) (insertion, I; deletion, D), angiotensin receptor type I (A1166C), and angiotensin receptor type II (C3123A) were determined in DNA extracted from buccal cells from a Lebanese population of 132 depressed patients and their first-degree relative case-controls. …"
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A rate-1 2 × 2 Space-Time code without any constellation extension for TH-UWB communication systems with PPM حسب Abou-Rjeily, Chadi

"…In this paper, we propose for the first time a 2 × 2 space-time (ST) block code that can be applied with pulse position modulation (PPM) without introducing any constellation extension. This encoding scheme is adapted to low cost carrierless time-hopping ultra-wideband (TH-UWB) systems where information must be conveyed only by the time delay of the modulated signal that has a very low duty cycle. …"
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Predicting split decisions of coding units in HEVC video compression using machine learning techniques حسب Hassan, Mahitab Alaaeldin

"…In this work, we propose to reduce the complexity of HEVC video encoding by predicting the split decisions of coding units. …"
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Arabic Dialect Speech-Text Recognition Using Deep Learning حسب RAEIALBOOM, OMAR SALEH DARWISH

"…The research begins with a comprehensive preprocessing process, which involves loading audio data, extracting features using Mel-Frequency Cepstral Coefficients (MFCCs), and encoding labels. Both models are trained and evaluated on a curated dataset of Arabic speech samples, capturing the spatial and temporal features. …"
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Framework for a Decision Matrix in Green Project Management Processes حسب Al-Tekreeti, Mustafa Sahban

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Binary-NeRV: Hybrid-Precision Weights Binarization for Efficient Neural Video Representation حسب Shanableh, Tamer

"…In this work, we propose Binary-NeRV, a hybrid-precision extension of NeRV that integrates XNOR-based binary convolutions into the decoding pipeline to significantly reduce model size, bitrate, and computational complexity while reasonably preserving reconstruction fidelity. …"
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Mosaic loss of non-muscle myosin IIA and IIB is sufficient to induce mammary epithelial proliferation حسب Georgess, Dan

"…We tested the genetic requirement for NMIIA and NMIIB in mammary morphogenesis through deletion of the three NMII heavy chain-encoding genes (NMHCIIA, NMHCIIB and NMHCIIC; also known as MYH9, MYH10 and MYH14, respectively) that confer specificity to the complex. …"
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Heuristics. (c2006) حسب Kallab, Chadi

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Toward Approximate GML Retrieval Based on Structural and Semantic Characteristics حسب Tekli, Joe

"…GML is emerging as the new standard for representing geographic information in GISs on the Web, allowing the encoding of structurally and semantically rich geographic data in self describing XML-based geographic entities. …"
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Inhibitory synapse dysfunction and epileptic susceptibility associated with KIF2A deletion in cortical interneurons حسب Nuria Ruiz-Reig (14434026)

"…<p dir="ltr">Malformation of cortical development (MCD) is a family of neurodevelopmental disorders, which usually manifest with intellectual disability and early-life epileptic seizures. Mutations in genes encoding microtubules (MT) and MT-associated proteins are one of the most frequent causes of MCD in humans. …"

Supporting secure dynamic alert zones using searchable encryption and graph embedding حسب Sina Shaham (17707254)

"…We show that the optimal encoding is NP-hard, and we provide three heuristics that obtain significant performance gains: gray optimizer, multi-seed gray optimizer and scaled gray optimizer. …"

Microinjection quality control in zebrafish model for genetic manipulations حسب Doua Abdelrahman (17280667)

"…In this technical note, in vitro transcribed synthetic mRNA encoding green fluorescence protein (eGFP), and red fluorescent protein (m-cherry) as well as fluorescein and rhodamine fluorescent dyes were injected into a single-cell zebrafish embryo for volume quality control. …"

Data Embedding and Extraction in Scrambled Video using Machine Learning حسب Ahmed, Afaf Eltayeb Mohamedelbagir

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Code-Mixed Street Address Recognition and Accent Adaptation for Voice-Activated Navigation Services حسب Syed Meesam Raza Naqvi (22225462)

"…In addition to testing street addresses, we performed accent-based and manual decoding testing on the developed ASR system. Results indicate the need to develop and deploy custom ASR systems for better accent adaptation and application-specific coverage.…"

ECG Signal Reconstruction on the IoT-Gateway and Efficacy of Compressive Sensing Under Real-Time Constraints حسب Mohammed Al Disi (16855407)

"…However, it is usually associated with computational complexity at the decoding end, increasing the latency of the system. …"

Investigating Reading Strategies in Government High Schools English Classes in Ras Al Khaimah حسب Jawabreh, Walid Mahmoud

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Genome analysis of a MDR Streptococcus pneumoniae 23F serotype causing meningoencephalitis in a 10-months refugee infant حسب Tokajian, Sima

"…Serotype, capsular genes, MLST, SNPs, phylogenetic relatedness and repertoire of resistance genes were investigated. Genes encoding penicillin binding proteins (PBPs) were examined for mosaicity. …"
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