Gene Function Prediction from Functional Association Networks Using Kernel Partial Least Squares Regression. by Sonja Lehtinen, Jon Lees, Jürg Bähler, John Shawe-Taylor, Christine Orengo

“…Several methods of predicting gene function from these networks have been proposed. However, evaluating the relative performance of these algorithms may not be trivial: concerns have been raised over biases in different benchmarking methods and datasets, particularly relating to non-independence of functional association data and test data. …”
Get full text

Hybrid RGSA and Support Vector Machine Framework for Three-Dimensional Magnetic Resonance Brain Tumor Classification by R. Rajesh Sharma, P. Marikkannu

“…The optimal features are selected using the proposed refined gravitational search algorithm (RGSA). Support vector machines, over backpropagation network, and k-nearest neighbor are used to evaluate the goodness of classifier approach. …”
Get full text

Projection Profiling: A Data Compressing Strategy in Three-Dimensional Liquid Chromatography for Quality Control of Traditional Herbal Medicine by Jing Zhang

“…But several issues are associated with the wavelength selection of the representative fingerprint, such as contradictory evaluation results at different wavelengths and the accurate quantification of each composition at one wavelength. …”
Get full text

Topography of the chimpanzee corpus callosum. by Kimberley A Phillips, William D Hopkins

“…Knowledge of the distribution of callosal fibers projecting into specific cortical regions has important implications for understanding the evolution of lateralized structures and functions of the cerebral cortex. …”
Get full text

Hypotensive episodes on program hemodialysis during dialysis procedure: modern approach for diagnostics, prophylaxis and correction by V. Yu. Shilo, I. Yu. Drachev

“…The study objective is to evaluate the effectiveness of different approaches to correction and prevention of arterial hypotension episodes in patients undergoing long-term hemodialysis (HD).Materials and methods. …”
Get full text

REDEN: Named Entity Linking in Digital Literary Editions Using Linked Data Sets by Carmen Brando, Francesca Frontini, Jean-Gabriel Ganascia

“…The algorithm is described and evaluated according to the two phases of NEL as reported in current state of the art, namely, candidate retrieval and candidate selection. …”
Get full text

An In-Depth Comparative Study of Quantum-Classical Encoding Methods for Network Intrusion Detection by Adam Kadi, Aymene Selamnia, Zakaria Abou El Houda, Hajar Moudoud, Bouziane Brik, Lyes Khoukhi

“…To the best of our knowledge, this is the first study to comprehensively evaluate the performance impact of different quantum encoding methods and provide a thorough evaluation of their impacts on the overall model performances. …”
Get full text

Determination of the positioning accuracy of industrial manipulators using a digital photo/video camera by N. V. Norkina, F. A. Mevis

“…The positioning accuracy may differ for different points of the robot working area. …”
Get full text

An RTM-Driven Machine Learning Approach for Estimating High-Resolution FAPAR From LANDSAT 5/7/8/9 Surface Reflectance by Guodong Zhang, Gaofei Yin, Yi Zhang, Jiangchuan Hu, Zongyan Li, Changjing Wang, Dujuan Ma, Jiangliu Xie

“…A coupled land–atmosphere RT model (RTM) and shuffled complex evolution optimization algorithm were first implemented at globally distributed VIIRS pixels for realistic simulation of land surface reflectance corresponding Landsat spectral bands and FAPAR under various conditions. …”
Get full text

Multilevel Thresholding Segmentation Based on Harmony Search Optimization by Diego Oliva, Erik Cuevas, Gonzalo Pajares, Daniel Zaldivar, Marco Perez-Cisneros

“…HSA is an evolutionary method which is inspired in musicians improvising new harmonies while playing. Different to other evolutionary algorithms, HSA exhibits interesting search capabilities still keeping a low computational overhead. …”
Get full text

Analysis of random factors of the self-education process by A. A. Solodov

“…The purpose is to describe observable and unobservable data and developing algorithms for optimal evaluation. Further, such evaluations can be used for the individual characteristics of the process of self-study or for comparison of different students. …”
Get full text

Прочностные свойства дентина, подвергнутого ионизирующему излучению

“…The study included evaluation of the effect of ionizing ionization in modes up to 110 in vitro and Grey to 70 Grey in vivo on the microstructure and mechanical properties of dentin of teeth to create the algorithm of endodontic treatment of patients with radiation therapy of tumors of the maxillofacial region in history. …”
Get full text

CCD Standard Curve Fitting for Microarray Detection Base on Multi-Layer Perceptron by Zhenhua Gan, Dongyu He, Peishu Wu, Baoping Xiong, Nianyin Zeng, Fumin Zou, Feng Guo, Qin Bao, Fengyan Zhao

“…The gray-level of the fluorescent probe in detection image was obtained as the data set acquired by the microarray scanner at different exposure time. And the relative error and the standard deviation of the relative errors were used as evaluation indicators. …”
Get full text

Continuum topological derivative - A novel application tool for segmentation of CT and MRI images by Viswanath Muthukrishnan, Sandeep Jaipurkar, Nedumaran Damodaran

“…Following this, segmentation of the region of interest was performed using the CTD technique, with comparisons made against Discrete Topological Derivatives (DTD), k-mean clustering and Adaptive Threshold methods. Evaluation of the proposed CTD algorithm's effectiveness in segmentation involved calculating performance metrics such as Jaccard and dice indices to assess spatial overlap of segmented images. …”
Get full text

Penerapan Metode K-Medoids untuk Pengelompokan Mahasiswa Berpotensi Drop Out by Syamsul Bahri, Dwi Marisa Midyanti

“…After clustering using the K-Medoids algorithm, the best Silhouette Coefficient evaluation results are 0.39415227406014575 with the number of clusters 2. …”
Get full text

Hot deformation physical mechanisms and a unified constitutive model of a solid solution Ti55511 alloy deformed in the two-phase region by Huijie Zhang, Y.C. Lin, Gang Su, Yongfu Xie, Wei Qiu, Ningfu Zeng, Song Zhang, Guicheng Wu

“…In this work, the flow behaviors and microstructure evolution of a solid solution Ti55511 alloy deformed in the two-phase region are investigated by hot compression experiments. …”
Get full text

Controls on zircon age distributions in volcanic, porphyry and plutonic rocks by C. Nathwani, D. Szymanowski, L. Tavazzani, S. Markovic, A. L. Virmond, C. Chelle-Michou

“…We also filter the database using a new algorithm to systematically identify and remove old outliers from age distributions. …”
Get full text

Clinicopathological and molecular significance of HER2-low expression in Asian women with triple-negative breast cancer by Cuiyan Yang, Haoyu Wang, Yiwei Tong, Zheng Wang, Xi Sun, Anqi Li, Yujie Lu, Mengyuan Han, Siji Zhu, Lei Dong, Kunwei Shen, Xiaosong Chen

“…Background: Heterogeneity of human epidermal growth factor receptor 2 (HER2) expression exists in triple-negative breast cancer (TNBC). The evolution of the HER2 testing algorithm has led to the new classification of the HER2-low category, with unclear clinicopathological and molecular features in Asian women with HER2-low TNBC. …”
Get full text

HMS-PAU-IN: A heterogeneous multi-scale spatiotemporal interaction network model for population analysis units by Xiaorui Yang, Rui Li, Jing Xia, Junhao Wang, Hongyan Li, Nixiao Zou

“…In the temporal dimension, the changes of PAUs are captured through the evolutionary relationships of nodes between different time windows. To validate the model, we developed a population prediction model that integrates the multi-scale features of PAUs and introduced Leiden-IES-PMS, a community detection method based on the Leiden algorithm, which integrates internal and external environmental semantics and adopts a proximity merging strategy. …”
Get full text

Impact of early haemodynamic assessment by echocardiography on organ dysfunction and outcome of patients admitted to the emergency department with sepsis or septic shock: protocol... by Bruno Giraudeau, Amélie Le Gouge, Philippe Vignon, Thomas Lafon, Samia Brit

“…Secondary outcomes will be the nature of therapeutic interventions resulting from echocardiography (fluid loading, early initiation of vasopressor support or inotrope), the prevalence of the different haemodynamic profiles, the evolution of lactatemia, the safety of the initial therapeutic, the proportion of patients who develop secondarily septic shock, the orientation of patients after ED discharge and both day 7 and in-hospital mortality. …”
Get full text