An automatic method for estimating insect defoliation with visual highlights of consumed leaf tissue regions by Gabriel S. Vieira, Afonso U. Fonseca, Naiane Maria de Sousa, Julio C. Ferreira, Juliana Paula Felix, Christian Dias Cabacinha, Fabrizzio Soares

Get full text

Combining Software-Defined and Delay-Tolerant Networking Concepts With Deep Reinforcement Learning Technology to Enhance Vehicular Networks by Olivia Nakayima, Mostafa I. Soliman, Kazunori Ueda, Samir A. Elsagheer Mohamed

Get full text

No Apparent Workup for most new Indeterminate Pulmonary Nodules in US Commercially-Insured Patients by Bruce S. Pyenson, Carol M. Bazell, Michael J. Bellanich, Melissa A. Caplen, Javier J. Zulueta

“…However, the cost and pattern of subsequent IPN workup have not been described for real-world settings…”
Get full text

Retinal clinical and morphofunctional changes in high myopia in combination with age-related macular degeneration of different stages by L. K. Moshetova, I. B. Alekseev, I. V. Vorobyeva, Yu. A. Nam

“…Pathological AF included minimal changes patterned as focal hypo- and hyperautofluorescence, reticular pattern, focal pattern, linear pattern, lace-like pattern, areas of geographic atrophy with pronounced hypoautofluorescence.Conclusion. …”
Get full text

Vulnerability of power distribution networks to local temperature changes induced by global climate change by Kishan Prudhvi Guddanti, Lin Chen, Yang Weng, Yang Yu

Get full text

Reverse convection potential saturation during northward IMF by V. Wilder, C. R. Clauer, J. B. H. Baker

Get full text

FPE–Transformer: A Feature Positional Encoding-Based Transformer Model for Attack Detection by Hande Çavşi Zaim, Esra Nergis Yolaçan

Get full text

Connector based short time series prediction by Wenjuan Gao, Cirong Li, Siyu Dong, Rui Zhang

Get full text

Research on EEG signal classification of motor imagery based on AE and Transformer by Rui JIANG, Liuting SUN, Xiaoming WANG, Dapeng LI, Youyun XU

“…The motor imagery brain-computer interface has always been the focus of scholars.But traditional system cannot accurately extract significant signals and has low classification accuracy.To overcome such difficulty, a new Transformer model was proposed based on the auto-encoder (AE).The filter bank common spatial pattern (FBCSP) was used to extract the features of multiple frequency bands, and the AE was exploited to obtain the dimensionality-reduced feature matrix.Finally, it considered the influence of the global signal features by the position encoding of the Transformer model and considered the internal correlation of the feature matrix by using the multi-head self-attention mechanism.By comparison with the traditional K-nearest neighbors (KNN) system based on linear discriminant analysis (LDA), the experimental results validates that the classification effect of AE+Transformer model is better than that of LDA+KNN system.It shows that the improved algorithm is suitable for the binary classification of motor imagery.…”
Get full text

Experimental Study of PWM-Controlled Emission From a Large-Aperture VCSEL by Miroslav Slouka, Dalibor Javurek, Erik Hendrych, Marcel Stofik, Martin Kutac, Jan Latal

Get full text

Image tampering detection using dynamic histogram equalization based LIOP features and novel scaled K-means +  + clustering by Zahid Mehmood, Muhammad Bilal, Asmaa Munshi, Adnan Mustafa Cheema, Junaid Rashid, Jungeun Kim

Get full text

Machine learning technology in the classification of glaucoma severity using fundus photographs by Sukhumal Thanapaisal, Passawut Uttakit, Worapon Ittharat, Pukkapol Suvannachart, Pawasoot Supasai, Pattarawit Polpinit, Prapassara Sirikarn, Panawit Hanpinitsak

Get full text

Investigating thermal effects on void formation in electromigration using thermoreflectance imaging by Kengo ARAKI, Kanji TAMAI, Reiko KURIYAMA, Kazuya TATSUMI

“…This study visualizes the time-variation of the generation, growth, and pattern of voids induced by the electromigration in Al micro-line type interconnections. …”
Get full text

Evaluating textural descriptors for automated image classification of stony reefs in turbid temperate waters by Saulė Medelytė, Yuri Rzhanov, Andrius Šiaulys, Kim Lowell

“…Among these, the MRELBP (Median Robust Extended Local Binary Pattern) algorithm achieved the highest overall performance. …”
Get full text

Automatic Detection of Concrete Spalling Using Piecewise Linear Stochastic Gradient Descent Logistic Regression and Image Texture Analysis by Nhat-Duc Hoang, Quoc-Lam Nguyen, Xuan-Linh Tran

“…The proposed approach includes image texture computation for image feature extraction and a piecewise linear stochastic gradient descent logistic regression (PL-SGDLR) used for pattern recognition. …”
Get full text

Accelerated preprocessing in task of searching substrings in a string by A. V. Mazurenko, N. V. Boldyrikhin

“…The results obtained enable to substantially shorten the time intervals spent on the preelection processing of a set of pattern strings when using an integer alphabet. The paper lists eight algorithms. …”
Get full text

CHARACTERIZATION OF CARBON NANOCRISTRAL STRUCTURE BASED ON CORN COB CHARCOAL by Pelangi Eka Yuwita, Roihatur Rohmah

Get full text

An integrated deep learning framework using adaptive enhanced vision fusion and modified mobilenet architecture for precision classification of skin diseases with enhanced diagnost... by Ahsan Bilal Tariq, Muhammad Zaheer Sajid, Nauman Ali khan, Muhammad Fareed Hamid, Anwaar UlHaq, Jarrar Amjad

“…Dermo-Transfer not only improves pattern recognition and classification accuracy but also robustly handles varying image quality and lighting conditions. …”
Get full text

Predicting visual field global and local parameters from OCT measurements using explainable machine learning by Md Mahmudul Hasan, Jack Phu, Henrietta Wang, Arcot Sowmya, Erik Meijering, Michael Kalloniatis

Get full text

Mobility Aware Energy Efficient Congestion Control in Mobile Wireless Sensor Network by Awais Ahmad, Sohail Jabbar, Anand Paul, Seungmin Rho

Get full text