pyAudioAnalysis: An Open-Source Python Library for Audio Signal Analysis. by Theodoros Giannakopoulos

“…Here we present the theoretical background behind the wide range of the implemented methodologies, along with evaluation metrics for some of the methods. pyAudioAnalysis has been already used in several audio analysis research applications: smart-home functionalities through audio event detection, speech emotion recognition, depression classification based on audio-visual features, music segmentation, multimodal content-based movie recommendation and health applications (e.g. monitoring eating habits). …”
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Source-detector effective solid angle calculation using MCNP6 code by Roos Sophia de Freitas Dam, Alessandra Galvão Menezes dos Santos, William Luna Salgado, César Marques Salgado

“…In order to use these nuclear techniques is necessary to perform studies of important parameters of radioactive source and radiation detectors, which are part of the measurement geometry, such as detection efficiency and solid angle. …”
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Human Excreta as a Stable and Important Source of Atmospheric Ammonia in the Megacity of Shanghai. by Yunhua Chang, Congrui Deng, Anthony J Dore, Guoshun Zhuang

“…In the present study, the exhausts of 15 ceiling ducts from collecting septic tanks in 13 buildings with 6 function types were selected to quantify NH3 emission rates in the megacity of Shanghai. …”
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SegTrackDetect: A window-based framework for tiny object detection via semantic segmentation and tracking by Aleksandra Kos, Karol Majek, Dominik Belter

“…This work introduces SegTrackDetect, an open-source, window-based framework for small and tiny object detection. …”
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Effect of carbon source on the synthesis and antioxidant properties of exopolysaccharides of lactic acid bacteria by Nikitina Elena

“…These findings emphasise the importance of selecting the correct carbon source for maximising lactic acid bacteria functionality. …”
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Immature Skeletal Myotubes Are an Effective Source for Improving the Terminal Differentiation of Skeletal Muscle by Seung Yeon Jeong, Jun Hee Choi, Paul D. Allen, Eun Hui Lee

“…These increases were not detected in any of the other co-differentiation conditions. …”
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Selection and evaluation of reference genes for qRT-PCR in Inonotus obliquus by Lulu Li, Xiaofan Guo, Shouming Wang

“…Inonotus obliquus is a rare and edible medicinal fungus. Selecting an appropriate reference gene is crucial for researching its gene function. …”
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Nitrite: From Application to Detection and Development by Haoneng Li, Yang Song, Baoqing Zhou, Hengyi Xu

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Exploring the Rich Tapestry of Cultural Identity in Selected Siswati Short Stories by Khulisile Judith Nkuna, Innocent Zitha

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Protocol-Based Deep Intrusion Detection for DoS and DDoS Attacks Using UNSW-NB15 and Bot-IoT Data-Sets by Muhammad Zeeshan, Qaiser Riaz, Muhammad Ahmad Bilal, Muhammad K. Shahzad, Hajira Jabeen, Syed Ali Haider, Azizur Rahim

“…As this technology advances further, the need to exploit detection and weakness awareness increases to prevent unauthorized access to critical resources and business functions, thereby rendering the system unavailable. …”
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The dynamics of sea otter prey selection under population growth and expansion by Clinton B. Leach, Benjamin P. Weitzman, James L. Bodkin, Daniel Esler, George G. Esslinger, Kimberly A. Kloecker, Daniel H. Monson, Jamie N. Womble, Mevin B. Hooten

“…We integrated these two data sources to investigate how sea otter diet changed in space and time as sea otters established and spread across Glacier Bay. …”
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A Comprehensive Resource for Exploring Antiphage Defense: DefenseFinder Webservice,Wiki and Databases by Tesson, Florian, Planel, Rémi, Egorov, Artyom A, Georjon, Héloïse, Vaysset, Hugo, Brancotte, Bryan, Néron, Bertrand, Mordret, Ernest, Atkinson, Gemma Catherine, Bernheim, Aude, Cury, Jean

“…To overcome these challenges, we present a hub of resources on defense systems, including: 1) an updated version of DefenseFinder with a web-service search function, 2) a community-curated repository of knowledge on the systems, and 3) precomputed databases, which include annotations done on RefSeq genomes and structure predictions generated by AlphaFold. …”
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Blood transcriptome resources of chinstrap () and gentoo () penguins from the South Shetland Islands, Antarctica by Bo-Mi Kim, Jihye Jeong, Euna Jo, Do-Hwan Ahn, Jeong-Hoon Kim, Jae-Sung Rhee, Hyun Park

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Consensus Guided Multi-View Unsupervised Feature Selection with Hybrid Regularization by Yifan Shi, Haixin Zeng, Xinrong Gong, Lei Cai, Wenjie Xiang, Qi Lin, Huijie Zheng, Jianqing Zhu

“…In real-world scenarios, raw multi-source data are generally unlabeled and inherently contain multi-view noise and feature redundancy, leading to extensive research on unsupervised multi-view feature selection. …”
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Remote Sensing Extraction of Damaged Buildings in the Shigatse Earthquake, 2025: A Hybrid YOLO-E and SAM2 Approach by Zhimin Wu, Chenyao Qu, Wei Wang, Zelang Miao, Huihui Feng

“…The dataset used for training contained labeled examples of damaged buildings, and the model optimization was carried out using stochastic gradient descent (SGD), with cross-entropy and mean squared error as the selected loss functions. Upon evaluation, the model reached a precision of 0.840, a recall of 0.855, an F1-score of 0.847, and an IoU of 0.735. …”
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An open-source tool for analysis and automatic identification of dendritic spines using machine learning. by Michael S Smirnov, Tavita R Garrett, Ryohei Yasuda

“…Our algorithm is rapid, flexible, has over 90% accuracy in spine detection, and bundled with our user-friendly, open-source, MATLAB-based software package for spine analysis.…”
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A Comprehensive Review on Organic Waste Compost as an Effective Phosphorus Source for Sustainable Agriculture by Lady Johanna Boh´orquez-Sandoval, Jos´e Francisco Garc´ıa-Molano, Jos´e Antonio Pascual-Valero, Margarita Ros-Mu˜noz

“…Purpose: The transformation of Organic Waste through composting has become a source of organic matter that, through microbial action, generates molecules conducive to phosphate solubilization and produces fractions of Po and Pi readily available for plants. …”
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Normal T cell selection occurs in CD205-deficient thymic microenvironments. by William E Jenkinson, Kyoko Nakamura, Andrea J White, Eric J Jenkinson, Graham Anderson

“…The array of peptides utilized for positive selection appears to play a key role in shaping TCR repertoire and influencing T cell functionality. …”
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Health promotion actions in mass-media for seniors in selected European countries by Maciej Bartłomiej Rogala

“…Conclusion In the report was presented significance and important functions of media in societies not as a tool of information but additionally a source of  education and raising awareness in context of healthy and active ageing strategy in Europe. …”
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Whey Proteins and Bioactive Peptides: Advances in Production, Selection and Bioactivity Profiling by Anna Luparelli, Daniela Trisciuzzi, William Matteo Schirinzi, Leonardo Caputo, Leonardo Smiriglia, Laura Quintieri, Orazio Nicolotti, Linda Monaci

“…It was originally considered a dairy industry waste, but upon its chemical characterization, it was found to be a precious source of bioactive components, growing in popularity as nutritional and functional food ingredients. …”
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