ProBoost: Reducing Uncertainty Using a Boosting Method for Probabilistic Models by Fabio Mendonca, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias, Antonio G. Ravelo-Garcia, Mario A. T. Figueiredo

“…The proposed method, named ProBoost (probabilistic boosting), uses the epistemic uncertainty of each training sample to determine those about which each model is most uncertain; the importance of these samples is then increased for the next learner, producing a sequence that progressively focuses on samples found to have the highest uncertainty. …”
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A Novel Approach for Differential Privacy-Preserving Federated Learning by Anis Elgabli, Wessam Mesbah

“…In this paper, we start with a comprehensive evaluation of the effect of adding differential privacy (DP) to federated learning (FL) approaches, focusing on methodologies employing global (stochastic) gradient descent (SGD/GD), and local SGD/GD techniques. …”
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Analysis of esterification properties of esterase from Thermoascus aurantiacus QH-1 by molecular docking by LU Tong, ZHAO Wei, CUI Meilin, WANG Jiali, ZHANG Xiuhong

“…On the basis of genome sequence, the physicochemical properties of esterases were predicted, and the homology modeling, molecule docking and interaction of esterase model with fatty acid were conducted by online software. …”
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Prediction of cervical cancer lymph node metastasis based on multisequence magnetic resonance imaging radiomics and deep learning features: a dual-center study by Shigang Luo, Yan Guo, Yongqing Ye, Qinglin Mu, Wenguang Huang, Guangcai Tang

“…Abstract Cervical cancer is a leading cause of death from malignant tumors in women, and accurate evaluation of occult lymph node metastasis (OLNM) is crucial for optimal treatment. …”
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Clinico¬pathological features and phylogenetic analysis of rabies infection in local Iraqi breed cattle by M. H. Hussain, Kh. A. Mansour, S. A. A. Al-Redah, A. J. Abid

“…The phylogenetic analysis revealed variations at a total of 24 places in multiple sequence alignments between two field rabies virus nucleotide sequences from the current investigation (>MW893685 and >MW893684) and 48 GenBank nucleotide sequences, including the reference strain (>NC_001542). …”

Very-Large-Scale Integration-Friendly Method for Vital Activity Detection with Frequency-Modulated Continuous Wave Radars by Krzysztof Ślot, Piotr Łuczak, Paweł Kapusta, Sławomir Hausman, Arto Rantala, Jacek Flak

“…The second one classifies a sequence of the produced descriptors using a recurrent neural network composed of gated recurrent units. …”
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Single-cell resolution imaging of retinal ganglion cell apoptosis in vivo using a cell-penetrating caspase-activatable peptide probe. by Xudong Qiu, James R Johnson, Bradley S Wilson, Seth T Gammon, David Piwnica-Worms, Edward M Barnett

“…Full characterization of probe performance in this setting creates an important in vivo imaging standard for functional evaluation of future probe analogues and provides a basis for extending this strategy into glaucoma-specific animal models.…”
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A novel oncolytic vaccinia virus with multiple gene modifications involved in viral replication and maturation increases safety for intravenous administration while maintaining pro... by Go Okita, Kiyotaka Suenaga, Masashi Sakaguchi, Toshio Murakami

“…For in vivo safety evaluation, a modified virus (MD-RVV-ΔRR-EEV6) in which the VGF, O1L, and RNR genes of LC16m8 were deleted and the genes of six extracellular enveloped virus-associated proteins were replaced with sequences derived from IHD-J strain, and another modified virus (MD-RVV) lacking only the VGF and O1L were administered intravenously to severe combined immunodeficiency mice. …”
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Solution to error source model selection problem in IS EASECC by Vladimir M Deundyak, Maria A. Zhdanova, Nadezhda S. Mogilevskaya

“…This problem is solved within the framework of an information system for evaluating the applicability of noise-immune coding schemes based on an error sequence obtained from a real communication channel. …”
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Application of deep learning in malware detection: a review by Yafei Song, Dandan Zhang, Jian Wang, Yanan Wang, Yang Wang, Peng Ding

“…The review includes common methods such as convolutional neural networks, recurrent neural networks and generative adversarial networks, focusing on feature extraction techniques such as sequence features, image visualization and data enhancement. …”
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Enhanced Chaotic Pseudorandom Number Generation Using Multiple Bernoulli Maps with Field Programmable Gate Array Optimizations by Leonardo Palacios-Luengas, Reyna Carolina Medina-Ramírez, Ricardo Marcelín-Jiménez, Enrique Rodriguez-Colina, Francisco R. Castillo-Soria, Rubén Vázquez-Medina

“…Certain methods for implementing chaotic maps can lead to dynamic degradation of the generated number sequences. To solve such a problem, we develop a method for generating pseudorandom number sequences based on multiple one-dimensional chaotic maps. …”
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Conceptual approaches to assessment and allocation of unused lands for organic agriculture projects by V. V. Borodychev, V. A. Shevchenko, M. N. Lytov

“…Work is carried out on four enlarged blocks in a sequence regulated by the architecture of the proposed algorithm. …”
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Zero-Shot Generalizable End-to-End Task-Oriented Dialog System using Context Summarization and Domain Schema by Adib Mosharrof, M.H. Maqbool, A.B. Siddique

“…State-of-the-art ap- proaches in task-oriented dialog systems formulate the problem as a conditional sequence generation task and fine-tune pre-trained causal language models in the su- pervised setting. …”
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Comments on Risk Factors for Perforation in Endoscopic Treatment for Early Colorectal Cancer: A Nationwide ENTER-K Study: Reply by Ik Hyun Jo, Hyun Gun Kim

“…Background/Aims : Magnetic resonance imaging (MRI) with a proton density fat fraction (PDFF) sequence is the most accurate, noninvasive method for assessing hepatic steatosis. …”
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Establishment of a novel probe-based RT-qPCR approach for detection and quantification of tight junctions reveals age-related changes in the gut barriers of broiler chickens. by J Sophia von Buchholz, Ivana Bilic, Jörg R Aschenbach, Michael Hess, Taniya Mitra, Wageha A Awad

“…In spite of their importance for gut health and its integrity limited studies have investigated the TJs in chickens, including the comprehensive evaluation of TJs molecular composition and function in the chicken gut. …”
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Narrative coherence in neural language models by Alessandro Acciai, Lucia Guerrisi, Pietro Perconti, Alessio Plebe, Rossella Suriano, Andrea Velardi

“…Neural language models, although at first approximation they may be simply described as predictors of the next token in a given sequence, surprisingly exhibit linguistic behaviors akin to human ones. …”
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A novel detection method for lipid stability in almond leads to the discovery of marker-trait associations by Gina M. Sideli, Selina C. Wang, Brian J. Allen, Filipa S. Grilo, Thomas M. Gradziel

“…Marker-trait associations (MTAs) were made for both single-year and multi-year analysis using data generated from the rancimat and genotyping-by-sequence data. Stable MTAs were discovered on chromosome 2 for different models and years. …”
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The design and implementation of an innovative indicated suicide prevention service in Melbourne by Anton N Isaacs, Caroline Le Brun, Vaidy Swaminathan

“…The PFI included six steps. 1: Determine client needs; 2: Plan the model of care; 3: Determine the workforce and other resource requirements to achieve client needs; 4: Establish the workforce and finalize the team; 5: Facilitate stakeholder buy-in and 6: Regular monitoring and evaluation. The steps of the PFI, fit within the Quality Implementation Framework, albeit in a different sequence, owing to variations in settings, organizational circumstances, and readiness for change. …”
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Investigation of BMP6 mutations in Brazilian patients with iron overload by Ana Carolina Mourão Toreli, Isabella Toni, Dulcinéia Martins de Albuquerque, Carolina Lanaro, Jersey Heitor Maues, Kleber Yotsumoto Fertrin, Paula de Melo Campos, Fernando Ferreira Costa

“…Methods: 41 patients with IO were evaluated. Blood samples were collected to analyze BMP6 mutations through New Sequence Generations (NGS). …”
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Enterohepatic helicobacter in ulcerative colitis: potential pathogenic entities? by John M Thomson, Richard Hansen, Susan H Berry, Mairi E Hope, Graeme I Murray, Indrani Mukhopadhya, Mairi H McLean, Zeli Shen, James G Fox, Emad El-Omar, Georgina L Hold

“…All Helicobacter PCR-positive samples were sequenced. The association between Helicobacter and each study group was statistically analysed using the Pearson Chi Squared 2 tailed test. …”
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