Pruning methods for RBF networks by Tarannum Shakir.

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An efficient counting method for the colored triad census by Lienert, J, Koehly, L, Reed-Tsochas, F, Marcum, C

“…We simultaneously show the efficiency of the algorithm, and a way to conduct a statistical test on the census by forming a null distribution from 1000 realizations of a mixing-matrix conditioned graph and comparing the observed colored triad counts to the expected. From this, we demonstrate the method's utility in our discussion of results about homophily, heterophily, and bridging, simultaneously gained via the colored triad census. …”

Learning to count anything: reference-less class-agnostic counting with weak supervision by Hobley, M, Prisacariu, V

“…Current class-agnostic counting methods can generalise to unseen classes but usually require reference images to define the type of object to be counted, as well as instance annotations during training. …”

Bird-Count: a multi-modality benchmark and system for bird population counting in the wild by Wang, Hongchang, Lu, Huaxiang, Guo, Huimin, Jian, Haifang, Gan, Chuang, Liu, Wu

“…The fluctuation of the bird population reflects the change in the ecosystem, which plays a vital role in ecosystem conservation. However, manual counting is still the mainstream method for bird population counting, which is time-consuming and laborious. …”
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Feature selection for classification applications in neural network pruning by Gong, Rui

“…Experiments results show that feature selection methods are useful for neural network pruning.…”
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Object counting for intelligent video surveillance by Zhang, Haobo

“…Experimental results show that our method is effective to improve the accuracy of crowd counting.…”
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Efficient algorithms for subgraph counting and enumeration on large graphs by Wang, Kaixin

“…It determines the weights of edges in a data-driven fashion, using a novel method based on reinforcement learning. We conduct extensive experi- ments to verify that our technique can produce estimates with smaller errors while often running faster compared with existing algorithms. …”
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NTU Q-Count: smart spaces, informed choices by Sri Ganesh Babu Sri Vaishnavi

“…The study timer feature in NTU Q-Count is inspired by the “Pomodoro” Japanese study method, that allows for users to time their study periods, making sure to take appropriate breaks to maximise their study productivity…”
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An impedance based microfluidic biosensor for white blood cell counting by Lim, Cheryl Shu Ching

“…Currently, biological samples need to be sent to laboratories for lengthy and costly processing, with the use of dyes and other staining methods applied for cell identification accounting for a significant portion of testing costs. …”
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Counting and mapping of subwavelength nanoparticles from a single shot scattering pattern by Chan, Eng Aik, Rendón-Barraza, Carolina, Wang, Benquan, Pu, Tanchao, Ou, Jun-Yu, Wei, Hongxin, Adamo, Giorgio, An, Bo, Zheludev, Nikolay I.

“…Here we introduce a super-resolution single-shot optical method for counting and mapping positions of subwavelength particles on a surface. …”
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Automatic paddy planthopper detection and counting using faster R-CNN by Khairunniza-Bejo, Siti, Ibrahim, Mohd Firdaus, Hanafi, Marsyita, Jahari, Mahirah, Ahmad Saad, Fathinul Syahir, Mhd Bookeri, Mohammad Aufa

“…Most of the available automated counting methods are limited to populations of a small density and often do not consider those with a high density, which require more complex solutions due to overlapping objects. …”
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Double trouble: Predicting new variant counts across two heterogeneous populations by Shen, Yunyi

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‘It's the little things that count’: healthcare professionals’ views on delivering dignified care: a qualitative study by Williams, V, Kinnear, D, Victor, C

A renewal-equation approach to estimating Rt and infectious disease case counts in the presence of reporting delays by Bajaj, S, Thompson, R, Lambert, B

“…Our method simultaneously estimates the reporting delays, true historical case counts and <i>R_t</i> in a single Bayesian framework, allowing the uncertainty in each of these quantities to be accounted for. …”

Simplified algebraic estimation technique for sensor count reduction in single-phase converters with an active power buffer by Yuan, Huawei, Li, Sinan, Tan, Siew-Chong, Hui, Ron Shu-Yuen

“…Experiments are conducted to verify the feasibilities of the proposed estimation and sensor reduction method. With this method, the sensor count can be reduced by 50%, while achieving a nearly 20-times computational time reduction as compared to that of the conventional method.…”
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Self-supervised machine learning to characterise step counts from wrist-worn accelerometers in the UK Biobank by Small, SR, Chan, S, Walmsley, R, von Fritsch, L, Acquah, A, Mertes, G, Feakins, BG, Creagh, A, Strange, A, Matthews, CE, Clifton, DA, Price, AJ, Khalid, S, Bennett, D, Doherty, A

“…</p <br> <p><strong>Methods:</strong> We developed and externally validated a self-supervised machine learning step detection model, trained on an open-source and step-annotated free-living dataset. 39 individuals will free-living ground-truth annotated step counts were used for model development. …”

Phantom-based investigation of block sequential regularised expectation maximisation (BSREM) reconstruction for zirconium-89 PET-CT for varied count levels by Bonney, LM, Walker, MD, McGowan, DR

Increased chloroplast occupancy in bundle sheath cells of rice hap3H mutants revealed by Chloro-Count: a new deep learning–based tool by Lambret Frotte, J, Buarque de Gusmão, PP, Smith, G, Lo, S-F, Yu, S-M, Hendron, RW, Kelly, S, Langdale, JA

“…The implementation of Chloro-Count enabled precise quantification of chloroplasts in loss- and gain-of-function&nbsp;<em>OsHAP3H</em>&nbsp;mutants and facilitated a comparison between 2D and 3D quantification methods.…”

Edge curvature and convexity based ellipse detection method by Leung, Maylor Karhang, Cho, Siu-Yeung, Prasad, Dilip K.

“…In this paper, we propose a novel ellipse detection method for real images. The proposed method uses the information of edge curvature and their convexity in relation to other edge contours as clues for identifying edge contours that can be grouped together. …”
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EpiMix: a novel method to estimate effective reproduction number by Jin, Shihui, Dickens, Borame Lee, Lim, Jue Tao, Cook, Alex R.

“…In this study, we proposed a novel method, EpiMix, for Rt estimation, wherein we incorporated the impacts of exogenous factors and random effects under a Bayesian regression framework. …”
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