A Dynamic Processing System for Sensor Data in IoT by Minbo Li, Yanling Liu, Yuanfeng Cai

“…Particle Swarm Optimization (PSO) algorithm is employed to train threshold dynamically for data compression avoiding redundancy. With the help of rules setting, the proposed SDP is able to detect exception situations. …”
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Breath Detection from a Microphone Using Machine Learning by Tomasz Sankowski, Piotr Sulewski, Jan Walczak, Aleksandra Bruska

“… This project investigates and implements various artificial intelligence techniques for the real-time detection of breath sounds using audio data captured via a computer microphone. …”
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Detecting pro-kremlin disinformation using large language models by Marianne Kramer, Yevgeniy Golovchenko, Frederik Hjorth

“…A growing body of literature examines manipulative information by detecting political mis-/disinformation in text data. …”
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Machine Learning Detection of Melting Layers From Radar Observations by Yan Xie, Fraser King, Claire Pettersen, Mark Flanner

“…An interactive data extraction tool, ClickCollect, has been developed to generate a labeled data set of melting layer boundaries from radar observations during all seasons. …”
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Automated Detection of Road Defects Using LSTM and Random Forest by Abdulrahman Alrajhi, Kaushik Roy, James Kribs, Sultan S. Almalki

“…Data collected in four different scenarios and multiple vehicle data help to discover abnormal defects and verify automated detection. …”
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DAGAN-Based Gait Features Augmentation for Ankle Instability Detection by Xin Liu, Yao Zhang, Yuwei Jiao, Bin Zheng, Qinwei Guo, Yuanyuan Yu, Aziguli Wulamu

“…This study shows that Attention-DualGAN generates synthetic gait features with high correlation to real data, and the performance of the detection model in the diagnosis of ankle ligament injury can be improved by adding appropriate synthetic data.…”
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Plaseval: a framework for comparing and evaluating plasmid detection tools by Aniket Mane, Haley Sanderson, Aaron P. White, Rahat Zaheer, Robert Beiko, Cédric Chauve

“…Moreover, the dissimilarity score computed by PlasEval is broken down into several parts, that allows to understand qualitative differences between the compared sets of plasmid bins. We illustrate the use of PlasEval by benchmarking four recently developed plasmid binning tools—PlasBin-flow, HyAsP, gplas, and MOB-recon—on a data set of 53 E. coli bacterial genomes. …”
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Microblog Sentiment Orientation Detection Using User Interactive Relationship by Liang Wang, Mei Wang, Xinying Guo, Xuebin Qin

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Frobenius deep feature fusion architecture to detect diabetic retinopathy by C. Priyadharsini, Y. Asnath Victy Phamila

“…The proposed approach delves into various phases- data collection and data pre-processing, feature extraction from VGG16 and Densenet201, feature selection using Random Forest, feature fusion using Frobenius norm, and classification using stacked ensembling of XGBoost classifier and ExtraTreeClassifier with SVC as meta-learner. …”
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Detecting gender bias in Arabic text through word embeddings. by Aya Mourad, Fatima K Abu Salem, Shady Elbassuoni

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The Task of Detecting Unacceptable Information Security Events in the Information Infrastructure by Darya A. Evdokimova, Andrey A. Mikryukov

“…To address the task of detecting unacceptable events, the Elastic Stack tool was employed, enabling the collection, aggregation, and visualization of event data. …”
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Study on the Lightweighting Strategy of Target Detection Model with Deep Learning by Junli Hu

“…Experiments on the public data set AI-TOD to show that the target detection lightweight model of deep learning has stronger detection ability and higher average detection accuracy than other algorithms, which proves the applicability and effectiveness of this algorithm.…”
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Detection of Spark Erosion on Insulated Rail Joints by Deep Learning by Utku Kaya

“…The study uses two different data sets: one is a high-resolution rail image data set for IRJ classification, and the other labeled images of spark erosion. …”
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Spoofed Speech Detection with Weighted Phase Features and Convolutional Networks by Gökay Dişken

“…Extracting discriminative features from speech data can improve the accuracy of detecting these attacks. …”
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Design of real-time detecting system for grain moisture in dryer by HU Yong, JIANG Yong-cheng

“…Methods: The function model of water content and detection frequency is determined by data measurement in multiple sites. …”
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GPR-Based Landmine Detection and Identification Using Multiple Features by Kwang Hee Ko, Gyubin Jang, Kyungmi Park, Kangwook Kim

“…A ground penetration radar is used to generate data set, which is then processed to reduce the ground effect and noise to obtain landmine signals. …”
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Research on Dual Mode Target Detection Algorithm for Embedded Platform by Li Zhang, Shaoqiang Wang, Hongwei Sun, Yifan Wang

“…Aiming at the problem that the embedded platform cannot meet the real-time detection of multisource images, this paper proposes a lightweight target detection network MNYOLO (MobileNet-YOLOv4-tiny) suitable for embedded platforms using deep separable convolution instead of standard convolution to reduce the number of model parameters and calculations; at the same time, the visible light target detection model is used as the pretraining model of the infrared target detection model and the infrared target data set collected on the spot is fine-tuned to obtain the infrared target detection model. …”
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Aviation Rivet Classification and Anomaly Detection Based on Deep Learning by Xiao-bo Zhu

“…Firstly, according to the appearance of rivet head, the aviation rivet is classified, the data set of aviation rivet is made, and the aviation rivet classification and anomaly detection model are constructed. …”
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Integrating electrocardiogram and fundus images for early detection of cardiovascular diseases by K. A. Muthukumar, Dhruva Nandi, Priya Ranjan, Krithika Ramachandran, Shiny PJ, Anirban Ghosh, Ashwini M, Aiswaryah Radhakrishnan, V. E. Dhandapani, Rajiv Janardhanan

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Heterogeneous Computing for Vertebra Detection and Segmentation in X-Ray Images by Fabian Lecron, Sidi Ahmed Mahmoudi, Mohammed Benjelloun, Saïd Mahmoudi, Pierre Manneback

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