The effect of the alpha-specific PI3K inhibitor alpelisib combined with anti-HER2 therapy in HER2+/PIK3CA mutant breast cancer by Maria Letizia Cataldo, Pietro De Placido, Daniela Esposito, Luigi Formisano, Grazia Arpino, Mario Giuliano, Roberto Bianco, Carmine De Angelis, Bianca Maria Veneziani

“…Here, we investigated the in vitro and in vivo antitumor efficacy of the alpha-specific PI3K inhibitor alpelisib alone or in combination with anti-HER2 therapy using a panel of HER2+ BC cell lines. We also generated models of acquired resistance to alpelisib to investigate the mechanisms underlying resistance to alpha-specific PI3K inhibition.Materials and methodsPIK3CA mutant (HCC1954, KPL4 and JMT1) and wild-type (BT474 and SKBR3) HER2+ BC cell lines were used. …”
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Advanced topics in weakly supervised learning by Feng, Lei

“…We propose the first generation model of partially labeled data, and develop two novel partial-label learning methods that are guaranteed to be provably consistent, i.e., one is risk-consistent and the other is classifier-consistent. …”
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Towards humanized open-domain conversational agents by Zhong, Peixiang

“…We then incorporate commonsense into emotional CAs and propose a conversational emotion recognition model and a commonsense-aware emotional response generation model. Experimental results show that both emotion and commonsense improve response quality and human ratings. …”
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Context-aware mobile image recognition and annotation by Li, Zhen

“…For mobile image recognition, we proposed several approaches based on content analysis with possible incorporation of context information: 1) A new approach for scene image recognition is proposed by combining generative models and discriminative models. A new image signature is proposed based on Gaussian Mixture Model (GMM), and its soft relevance value is incorporated into training of Fuzzy Support Vector Machine (FSVM). …”
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Bridging images and natural language with deep learning by Gu, Jiuxiang

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Three essays in inequality and health economics by Ni, Xinwen

“…In the third essay, we build an overlapping generation model to examine the reason why developed countries with similar background have implemented different social health insurance systems. …”
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Flexible estimation of temporal point processes and graphs by Sulem, D

“…Graphs are typical examples of non-Euclidean data, where adequate distance measures, similarity functions, and generative models need to be formalised. In the deep learning community, graphs have become particularly popular within the field of <i>geometric deep learning</i>.…”

Scalable Bayesian regression utilising marginal information by Gray-Davies, T

“…The model introduced in Chapter 3 is applied in the context of subgroup analysis, providing a Bayesian nonparametric analogue to this approach: where inference is based only on the order of the data, circumventing the requirement to specify a full data-generating model. Both approaches to subgroup analysis are applied to data from an AIDS Clinical Trial.…”

Integration of object-based image analysis and data mining techniques for detailes urban mapping using remote sensing by Hamedianfar, Alireza

“…The rulebased classification of the first study site obtained an overall accuracy of 87.90%. Finally, the generated model was validated in the second study site to prove that its performance was reproducible and applicable to an area with a wider geographic coverage. …”
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Estimation of ground level PM₂.₅ concentration using aerosol optical thickness from modis images in Peninsular Malaysia by Youssef, Khaled Ali Ahmed Ben

“…Subsequently, a comparison of strengths and weaknesses was held between the various generated models. Lastly, an assessment of the accuracy of PM2.5 estimation has been conducted on the MODIS spatial models. …”
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The Regional Aerosol Model Intercomparison Project (RAMIP) by L. J. Wilcox, R. J. Allen, B. H. Samset, M. A. Bollasina, P. T. Griffiths, J. Keeble, M. T. Lund, R. Makkonen, J. Merikanto, D. O'Donnell, D. J. Paynter, G. G. Persad, S. T. Rumbold, T. Takemura, K. Tsigaridis, K. Tsigaridis, S. Undorf, D. M. Westervelt, D. M. Westervelt

“…All experiments are based on the shared socioeconomic pathways and are intended to be performed with 6th Climate Model Intercomparison Project (CMIP6) generation models, initialised from the CMIP6 historical experiments, to facilitate comparisons with existing projections. …”
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An Innovative Telemedical Network to Improve Infectious Disease Management in Critically Ill Patients and Outpatients (TELnet@NRW): Stepped-Wedge Cluster Randomized Controlled Tria... by Gernot Marx, Wolfgang Greiner, Christian Juhra, Svenja Elkenkamp, Daniel Gensorowsky, Sebastian Lemmen, Jan Englbrecht, Sandra Dohmen, Antje Gottschalk, Miriam Haverkamp, Annette Hempen, Christian Flügel-Bleienheuft, Daniela Bause, Henna Schulze-Steinen, Susanne Rademacher, Jennifer Kistermann, Stefan Hoch, Hans-Juergen Beckmann, Christian Lanckohr, Volker Lowitsch, Arne Peine, Fabian Juzek-Kuepper, Carina Benstoem, Kathrin Sperling, Robert Deisz

“…For the other recommendations, we found no significant effects, or we had too few observations to generate models. The key limitations of our study include selection effects due to the applied on-site triage of patients as well as the limited possibilities to control for secular effects. …”
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The Phase Transition Analysis for the Random Regular Exact 2-(<i>d</i>, <i>k</i>)-SAT Problem by Guoxia Nie, Daoyun Xu, Xiaofeng Wang, Xi Wang

“…This paper introduces the (<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>d</mi><mo>,</mo><mi>k</mi></mrow></semantics></math></inline-formula>)-SAT instance generation model, constructs the solution space, and employs the method of the first and second moments to present the phase transition point <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msup><mi>d</mi><mo>*</mo></msup></semantics></math></inline-formula> of the 2-(<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>d</mi><mo>,</mo><mi>k</mi></mrow></semantics></math></inline-formula>)-SAT instance with only positive literals. …”
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Scale-Free Random SAT Instances by Carlos Ansótegui , Maria Luisa Bonet, Jordi Levy

“…We provide a different generation model of SAT instances, called <i>scale-free random SAT instances.…”
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Chemistry, Transport and Function of Ionic Phases in the Solid Electrolyte Interphase on Lithium Metal Anodes by Guo, Rui

“…In the first part of this thesis, single-component SEI of lithium oxide (Li2O) was synthesized directly onto Li foils by controlled metal-gas reactions, generating model Li2O SEI with nanoscale thicknesses (20–100 nm) commensurate with the native SEI derived from electrolytes. …”
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From foreign aid to domestic debt: essays on government financing in developing economies by Abbas, S

“…We employ an overlapping generations model featuring credit constraints to study the real effects of such free lunch expectations in a small open economy, drawing contrasts with the standard tax and money finance closure rules. …”

Disinfection of rice using ozone treatment by Abdul Karim Shah, Nor Nadiah

“…The glass condenser was connected to an ozone generator (Model OM-1, Top Ozone,Malaysia) in which ozone was produced from the ambient air. …”
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Architecture and algorithm development for generative adversarial networks by Yazici, Yasin

“…Generative Adversarial Networks (GANs) are recently invented generative models which can produce highly realistic samples such as images. …”
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Public Transport Planning with Smart Card Data / by Kurauchi, Fumitaka, editor, Schmocker, Jan-Dirk, editor

Computer Supported Cooperative Work and Social Computing : 15th CCF Conference, ChineseCSCW 2020, Shenzhen, China, November 7-9, 2020, Revised Selected Papers / by CCF Conference on Computer Supported Cooperative Work and Social Computing (15th : 2020 : Shenzhen, China), organiser 642953, Sun, Yuqing, editor 642954, Liu, Dongning, editor 642955, Liao, Hao, 1986-, editor 642956, Fan, Hongfei, editor 642957, Gao, Liping, editor 642958