Application of feature selection algorithms in gene expression data analysis by Wang, Ruiping.

“…In this report, we consider the problem of applying feature selection techniques to select a small subset of informative biomarkers from DNA microarray data.…”
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Encapsulation of host-derived probiotics using functional polysaccharides by Wong, Liqi

“…Needle extrusion was employed to encapsulate the bacteria with alginate and Kappa-Carrageenan (KC), with alginate being the “golden standard” for probiotic encapsulation and KC being selected based on its Short Chain Fatty Acids (SCFAs) production and the change in the gut bacteria composition after co-incubation. …”
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Feasibility study on tidal energy harnessing using underground cavern by Lim, Yong Siang

“…Finally, Kaplan Turbines and Piston Pumps were selected based off its capability in coping with large discharge rates. …”
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Computational rheometry of yielding and viscoplastic flow in vane-and-cup rheometer fixtures by Chaparian, Emad, Owens, Crystal E., McKinley, Gareth H.

“…A planar two-dimensional computational analysis is presented to qualify traditional and fractal vane-in-cup geometries for accurate rheometry of simple viscoplastic fluids with and without slip. Numerical simulations based on an adaptive augmented Lagrangian scheme are used to study the two-dimensional flow field of yield-stress fluids within and around vane tools with N=3 to 24 arms for a wide range of Bingham numbers, B (i.e. the ratio of the yield stress over the characteristic viscous stress). …”
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A survery on CNN transfer learning for image classification by Teo, Jia Sheng

“…There are various ways a user can go about selecting a Convolutional Neural Net- work model for their work. …”
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Unmatched Control Barrier Functions: Certainty Equivalence Adaptive Safety by Lopez, Brett T., Slotine, Jean-Jacques E.

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Atomic scale modulation of self‐rectifying resistive switching by interfacial defects by Wu, Xing, Yu, Kaihao, Cha, Dongkyu, Bosman, Michel, Raghavan, Nagarajan, Zhang, Xixiang, Li, Kun, Liu, Qi, Sun, Litao, Pey, Kinleong

“…Higher memory density and faster computational performance of resistive switching cells require reliable array‐accessible architecture. However, selecting a designated cell within a crossbar array without interference from sneak path currents through neighboring cells is a general problem. …”
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Decentralized Data Markets by Lu, Charles

“…I propose two federated techniques to automatically select a subset of data sellers and datapoints for a buyer given some sample data. …”
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Melonic limits of the quartic Yukawa model and general features of melonic CFTs by Fraser-Taliente, L, Wheater, J

“…We reproduce these fixed points non-perturbatively using the Schwinger-Dyson equations, and in addition identify the supersymmetric fixed points in general dimension. Selecting a particular fermionic fixed point, we study its conformal spectrum non-perturbatively, comparing it to the sextic prismatic model. …”

Object retrieval with large vocabularies and fast spatial matching by Philbin, J, Chum, O, Isard, M, Sivic, J, Zisserman, A

“…The user supplies a query object by selecting a region of a query image, and the system returns a ranked list of images that contain the same object, retrieved from a large corpus. …”

A sparse kernel algorithm for online time series data prediction by Fan, Haijin, Song, Qing

“…To make the kernel methods suitable for online learning, we propose a sparsification method based on the Hessian matrix of the system loss function to continuously examine the significance of the new training sample in order to select a sparse dictionary (support vector set). The Hessian matrix is equivalent to the correlation matrix of sample inputs in the kernel weight updating using the recursive least square (RLS) algorithm. …”
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Information cascades and the collapse of cooperation by Yang, Guoli, Csikász-Nagy, Attila, Waites, William, Xiao, Gaoxi, Cavaliere, Matteo

“…In various types of structured communities newcomers choose their interaction partners by selecting a role-model and copying their social networks. …”
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Search for supersymmetry using vector boson fusion signatures and missing transverse momentum in pp collisions at s = 13 TeV with the ATLAS detector by Aad, G, Aakvaag, E, Abbott, B, Abdelhameed, S, Abeling, K, Abicht, NJ, Abidi, SH, Aboelela, M, Aboulhorma, A, Abramowicz, H, Abreu, H, Abulaiti, Y, Acharya, BS, Ackermann, A, Adam Bourdarios, C, Adamczyk, L, Addepalli, SV, Addison, MJ, Adelman, J, Adiguzel, A, Adye, T, Affolder, AA, Afik, Y, Agaras, MN, Barr, AJ, Bortoletto, D, Bruckler, TL, Chen, M, Conroy, EI, Cooper-Sarkar, AM, Dingley, T, Draguet, MA, Eberwein, GH, Frost, JA, Gallas, EJ, Grabarczyk, RP, Gwenlan, C, Haslbeck, F, Hays, CP, Hodkinson, BH, Huffman, TB, Iizawa, T, Karava, K, Koch, SF, Moser, B, Nagai, K, Nedic, L, Nickerson, RB, Pacey, HA, Rossi, E, Ruggiero, A, Schopf, E, Shipsey, IPJ, Sultan, DMS, Viehhauser, GHA, Weidberg, AR, Yildirim, TP

“…Events containing at least two jets with a large gap in pseudorapidity, large missing transverse momentum, and no reconstructed leptons are selected. A boosted decision tree is used to separate events consistent with the production of supersymmetric particles from those due to Standard Model backgrounds. …”

Automating feature engineering in machine Learning by Zhu, Haoyu

“…Experiments using the unified function on different datasets showed the potentials to eradicate manual efforts in selecting a subset of useful features.…”
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BadSFL: backdoor attack in scaffold federated learning by Zhang, Xuanye

“…It maintains stealthiness by selecting a specific feature as a backdoor trigger and utilizes Scaffold's control variate to predict the global model's convergence direction, ensuring the persistence of the backdoor function the within global model. …”
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Handheld light painting application by Ng, Nicholas Bing Xian

“…The handheld light painting application integrates an Arduino microcontroller and Raspberry Pi microprocessor together, allowing users to select a pre-loaded image in the memory card for light painting. …”
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Improved life cycle assessment for desalination : handling the choices and uncertainties by Zhou, Jin

“…The system boundary and characterization approach was selected based on our previous findings. This work provided the environment profile of Singapore’s desalinations with improved reliability. …”
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Structural modelling of the DNAJB6 oligomeric chaperone shows a peptide-binding cleft lined with conserved S/T-residues at the dimer interface by Söderberg, Christopher A. G., Månsson, Cecilia, Bernfur, Katja, Rutsdottir, Gudrun, Härmark, Johan, Rajan, Sreekanth, Al-Karadaghi, Salam, Rasmussen, Morten, Höjrup, Peter, Hebert, Hans, Emanuelsson, Cecilia

“…Lysine-specific crosslinking mass spectrometry provided distance constraints to select a homology model of the DNAJB6 monomer, which was subsequently used in crosslink-assisted docking to generate a dimer model. …”
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Knowledge of autism spectrum disorder among parents in Hospital Universiti Sains Malaysia by Diah, Nazihah Mohmad

“…A sample size of 94 parents was selected. A knowledge score was categorized into low level, medium level and high level of knowledge. …”
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Dimensionality-dependent type-II Weyl semimetal state in Mo₀.₂₅W₀.₇₅Te₂ by Li, Peiling, Deng, Ya, Hsu, Chuang-Han, Zhu, Chao, Cui, Jian, Yang, Xue, Zhou, Jiadong, Hung, Yi-Chun, Fan, Jie, Ji, Zhongqing, Qu, Fanming, Shen, Jie, Yang, Changli, Jing, Xiunian, Lin, Hsin, Liu, Zheng, Lu, Li, Liu, Guangtong

“…Recently, Mo$_{0.25}$W$_{0.75}$Te$_{2}$ has been established as a type-II WSM with Weyl points located near Fermi level, which offers an opportunity to study its intriguing band structure by electrical transport measurements. Here, by selecting a special sample with the thickness gradient across two- (2D) and three-dimensional (3D) regime, we show strong evidences that Mo$_{0.25}$W$_{0.75}$Te$_{2}$ is a type-II Weyl semimetal by observing the following two dimensionality-dependent transport features: 1) A chiral-anomaly-induced anisotropic magneto-conductivity enhancement, proportional to the square of in-plane magnetic field (B$_{in}$$^{2}$); 2) An additional quantum oscillation with thickness-dependent phase shift. …”
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