Unsupervised Deep Learning for Classification Of Bats Calls Using Acoustic Data حسب Arshad, Muhammad Arbab

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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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Exploring the potential of onboard energy scavenging subsystems for generating valuable data حسب Raziq Yaqub (16488878)

"…This gathered data is seamlessly synchronized with GPS coordinates and timestamps, meticulously organized within a system architecture, and harnessed through meticulously crafted Python code. …"

New world of big data - new challenges for evidence synthesis: Impact of data duplication on estimates generated by meta-analyses, and the development of a framework for its identi... حسب Merilyn Lock (9440240)

"…Inter-rater reliability was excellent (κ=1.00, p<0.001), although only 17.86% of studies coded as containing data duplication were be verified by the authors while the remaining studies could not be verified. …"

New world of big data—new challenges for evidence synthesis: impact of data duplication on estimates generated by meta-analyses and the development of a framework for its identific... حسب Merilyn, Lock

"…Inter-rater reliability was excellent (κ = 1.00, P < .001), although only 17.86% of studies coded as containing data duplication were verified by the authors while the remaining studies could not be verified. …"
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Video Streaming over Cognitive Radio Networks حسب Helmy, Maram Wahed R.

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Data linkage: An untapped resource for reducing serious traffic injuries in fast developing countries حسب Gordon S. Smith (785942)

"…One example is Maryland’s Crash Outcome Data Evaluation System (CODES) that uses probabilistic methodology to link police crash records to injury outcome records. …"

Genome-wide differential expression profiling of long non-coding RNAs in FOXA2 knockout iPSC-derived pancreatic cells حسب Ahmed K. Elsayed (13275302)

"…</p><h3>Conclusions</h3><p dir="ltr">Our data indicate that the observed defects in pancreatic islet development due to the FOXA2 loss is associated with significant alterations in the expression profile of lncRNAs. …"

Using fuzzy reasoning to improve redundancy elimination for data deduplication in connected environments حسب Yakhni, Sylvana

"…This reduces the time required to hard-code the deduplication process, while adapting to the domain expert’s needs for different data sources and applications. …"
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Molecular Classification of Breast Cancer Utilizing Long Non-Coding RNA (lncRNA) Transcriptomes Identifies Novel Diagnostic lncRNA Panel for Triple-Negative Breast Cancer حسب Hibah Shaath (5599658)

"…In the current study, we utilize RNA sequencing data to identify lncRNA-based biomarkers associated with TNBC, ER+ subtypes, and normal breast tissue. …"

Long non-coding RNA AC099850.4 correlates with advanced disease state and predicts worse prognosis in triple-negative breast cancer حسب Radhakrishnan Vishnubalaji (3563306)

"…Given the aggressive nature of TNBC, our data revealed selective enrichment of 57 lncRNAs in TNBC. …"

Genome-wide differential expression profiling of long non-coding RNAs (lncRNAs) in pancreatic cells derived from FOXA2-/- iPSCs حسب Ahmed K. Elsayed (13275302)

"…</p> <p>Conclusion: Our results showed a strong correlation of lncRNAs to several key pancreatic genes and TFs during pancreatic differentiation. Furthermore, these data suggest that the FOXA2-related defective pancreatic islet development is associated with significant alterations in the expression profile of lncRNAs.…"

Zooming Into Clarity: Image Denoising Through Innovative Autoencoder Architectures حسب Khatereh Mohammadi (17309662)

الموضوعات:

Testing and Assessment of Protocols and Systems Modeled as Extended Finite State Machines حسب Salameh, Tariq Mohammad

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Gene selection for microarray data classification based on Gray Wolf Optimizer enhanced with TRIZ-inspired operators حسب Abu Zitar, Raed

"…However, gene expression data is characterized as a high dimensional data that typically encompassed of redundant, noisy, and irrelevant genes. …"
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Gene Selection for Microarray Data Classification based on Grey Wolf Optimizer Enhanced with TRIZ-inspired Operators حسب Abou Doush, Iyad

"…However, gene expression data is characterized as a high dimensional data that typically encompassed of redundant, noisy, and irrelevant genes. …"
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UniBFS: A novel uniform-solution-driven binary feature selection algorithm for high-dimensional data حسب Behrouz Ahadzadeh (19757022)

"…<p>Feature selection (FS) is a crucial technique in machine learning and data mining, serving a variety of purposes such as simplifying model construction, facilitating knowledge discovery, improving computational efficiency, and reducing memory consumption. …"

Protein Coding and Long Noncoding RNA (lncRNA) Transcriptional Landscape in SARS-CoV-2 Infected Bronchial Epithelial Cells Highlight a Role for Interferon and Inflammatory Response حسب Radhakrishnan Vishnubalaji (3563306)

Annotation of nuclear lncRNAs based on chromatin interactions حسب Saumya Agrawal (3441386)

"…As RNA-chromatin interaction and Hi-C chromatin conformation data showed that chromatin interactions of nuclear lncRNAs are determined by the local chromatin 3D conformation, we used Hi-C data to identify potential target genes of lncRNAs. …"

Long non-coding RNA (lncRNA) transcriptional landscape in breast cancer identifies LINC01614 as non-favorable prognostic biomarker regulated by TGFβ and focal adhesion kinase (FAK)... حسب Radhakrishnan Vishnubalaji (3563306)

"…<p dir="ltr">Long non-coding RNAs (lncRNAs) represent a class of epigenetic regulators implicated in a number of physiological and pathological conditions. …"