Methodological approaches for research of local market of IT services in the information space of region by I. V. Antokhonova, O. A. Polukhina, L. N. Saibonova

“…Development of an analysis technique of the local market of IT services is preceded by the description of structure of information space of the region as the open system exchanging with the external environment information resources. …”
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MSA-Net: a multi-scale and adversarial learning network for segmenting bone metastases in low-resolution SPECT imaging by Yusheng Wu, Qiang Lin, Yang He, XianWu Zeng, Yongchun Cao, ZhengXing Man, Caihong Liu, Yusheng Hao, Zhengqi Cai, Jinshui Ji, Xiaodi Huang

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Identification of highly expressed, soluble proteins using an improved, high-throughput pooled ORF expression technology by Timothy Waybright, William K. Gillette, Dominic Esposito, Robert M. Stephens, David A. Lucas, James L. Hartley, Timothy D. Veenstra

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Antimicrobial and antioxidant potential of Yemeni Sidr honey against multidrug-resistant pathogens – in vitro and in silico studies by Hani A. Alhadrami, Ahmed M. Sayed, Hossam M. Hassan, Mostafa E. Rateb, Marwa A. Taher

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Depression Detection in Social Media: A Comprehensive Review of Machine Learning and Deep Learning Techniques by Waleed Bin Tahir, Shah Khalid, Sulaiman Almutairi, Mohammed Abohashrh, Sufyan Ali Memon, Jawad Khan

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Adaptively secure, splittable, and robust threshold unsigncryption by Yuxin Tong, Shimin Li, Zhiwei Wang, Rui Zhang, Rui Xue

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Enhanced schizophrenia detection using multichannel EEG and CAOA-RST-based feature selection by Mohammad Abrar, Abdu Salam, Ahmed Albugmi, Fahad Al-otaibi, Farhan Amin, Isabel de la Torre, Thania Candelaria Chio Montero, Perla Araceli Arroyo Gala

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Customized Spectro-Temporal CNN Feature Extraction and ELM-Based Classifier for Accurate Respiratory Obstruction Detection by M. Muthulakshmi, K. Venkatesan, Syarifah Bahiyah Rahayu, K. L. Nayana Sree

“…Third, a clear distinction between COPD and asthma is of great concern, as treatment at the appropriate stage results in an open air passage in COPD and an improvement in shortness of breath in asthma. …”
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Legal aspects of functional security standardisation of the Internet of Things by P. S. Klimushyn, V. Ye. Roh, T. P. Kolisnyk

“…To support the Internet of Things, technologies such as built-in devices, cloud and fog computing, big data processing, machine learning, and artificial intelligence are used to produce intelligent physical objects. …”
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The Water Table Model (WTM) (v2.0.1): coupled groundwater and dynamic lake modelling by K. L. Callaghan, K. L. Callaghan, K. L. Callaghan, A. D. Wickert, A. D. Wickert, A. D. Wickert, R. Barnes, J. Austermann

“…We compare the present-day result to other simulations and real-world data. Open-source code for the WTM is available on GitHub and Zenodo.…”
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A review on pharmacological insights of edible and medicinal mushroom based β-glucans by Mohammad Moniruzzaman, Do Thi Cat Tuong, Sungyeon Chin, Sureshbabu Anjana, Adhimoolam Karthikeyan, Taesun Min, In-Jung Kim

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Revisiting the Group Classification of the General Nonlinear Heat Equation <i>u_t</i> = (<i>K</i>(<i>u</i>)<i>u_x</i>)<i>_x</i> by Winter Sinkala

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A Review: The Beauty of Serendipity Between Integrated Circuit Security and Artificial Intelligence by Chen Dong, Decheng Qiu, Bolun Li, Yang Yang, Chenxi Lyu, Dong Cheng, Hao Zhang, Zhenyi Chen

“…As for guaranteeing the security of ultra-highly integrated chips, detecting slight abnormalities caused by malicious behavior in the current and voltage is challenging, as is achieving computability within a reasonable time and obtaining a golden reference chip; however, artificial intelligence can make everything possible. …”
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CoaKG: A Contextualized Knowledge Graph Approach for Exploratory Search and Decision Making by dos Santos, Veronica, Schwabe, Daniel, da Silva, Altigran Soares, Lifschitz, Sérgio

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Facilitating bootstrapped and rarefaction-based microbiome diversity analysis with q2-boots [version 1; peer review: 1 approved, 2 approved with reservations] by J Gregory Caporaso, Evan Bolyen, Anthony Simard, Andrew Manley, Jeff Meilander, Chloe Herman, Elizabeth Gehret, Isaiah Raspet

“…This enables all the same downstream analytic tools to be applied to these tables and ensures that all collected data is considered when computing microbiome diversity metrics. Conclusions A challenge of this work was deciding how to integrate distance matrices that were computed on n resampled feature tables, as a simple average of pairwise distances (median or mean) does not account for the structure of distance matrices. q2-boots provides three options, and we show here that the results of these approaches are highly correlated. q2-boots is free and open source. …”
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Geospatial Framework for Assessing the Suitability and Demand for Agricultural Digital Solutions in Europe: A Tool for Informed Decision-Making by Theodoros Chalazas, Antonis Koukourikos, Jan Bauwens, Nick Berkvens, Jonathan Van Beek, Nikos Kalatzis, George Papadopoulos, Panagiotis Ilias, Nikolaos Marianos, Christopher Brewster

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A natural MSSM from a novel SO(10), Yukawa unification, light sparticles, and SUSY implications at LHC by Jinzheng Li, Pran Nath, Raza M. Syed

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Analyzing Driving Safety Using Vehicle-Water-Filled Rutting Dynamics Model and Simulation by Yandi Zhang, Bobo Yuan, Yukun Chou

“…This paper proposes a methodology, based on a new developed “vehicle-water-filled rutting” open-loop vehicle dynamics model analyzed by CarSim (a professional vehicle dynamic software), to simulate and compute the impact of unbalanced water-filled rutting on driving stability/safety with a special focus on the vehicle’s lateral dynamic stability, including lateral offset and lateral acceleration. …”
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Nonlinear Pulse-Time Conversion in Radioisotope Devices: Analysis and Application Possibilities by A. M. Vodovozov

“…The results obtained confirm the expediency of using time-pulse computing devices for linearizing the conversion curve of radioisotope devices in real time.Carrying out calculations according to the proposed algorithms by means of modern microelectronics opens up new possibilities for expanding the field of application of radioisotope devices in dynamic problems of industrial flaw detection, measuring the parameters of object movement, thickness of rolled products and coatings, in devices for continuous monitoring of liquid media.…”
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Gate‐Tunable Dual‐Mode Optoelectronic Device for Self‐Powered Photodetector and Optoelectronic Synapse by Yi Ouyang, Chaoyi Zhang, Jun Wang, Zheng Guo, Zegao Wang, Mingdong Dong

“…This dual functionality opens new possibilities for integrating neuromorphic computing into traditional optoelectronic systems, offering a potential pathway for developing advanced intelligent sensing and computing technologies.…”
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