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

“…The rapidly growing world of social media sites such as Twitter, Reddit, Facebook, Instagram, and Weibo has provided new avenues for depression detection using Machine Learning (ML) as well as Deep Learning (DL), which analyze user behavior patterns and linguistic cues for more accurate detection of depression. …”
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Uncertainty analysis of linear and non-linear regression models in the modeling of water quality in the Caspian Sea basin: Application of Monte-Carlo method by Sahar Heidari Masteali, Mahmoud Bayat, Pete Bettinger, Mansour Ghorbanpour

“…Probability density functions related to the output of the models were developed, and uncertainty analysis was conducted based on the behavior of the models. The results indicated that the CO3 model had the lowest uncertainty bandwidth and the highest R2 among other models. …”
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Comparative Investigation of Vortex and Direct Plasma Discharge for Treating Titanium Surface by Hyun-Jeong Jeon, Subin Seo, Ara Jung, Kyeong-mok Kang, Jeonghoon Lee, Bomi Gweon, Youbong Lim

“…However, plasmas generated under atmospheric and moderate vacuum conditions often have a limited plasma volume, meaning the shape of the electrodes significantly influences the local electric field characteristics, which in turn affects plasma behavior. Consequently, to ensure consistent performance across implants of different sizes and shapes, it is essential to develop a plasma source with discharge characteristics that are unaffected by the treatment target, ensuring uniform exposure. …”
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Ethics and AI-Plagiarism in an Academic Environment: Students’ Understanding of Compliance with Author’s Ethics and the Problem of Plagiarism in the Process of Interaction with Gen... by P. V. Sysoyev

“…The results showed that in general, in the Russian student community, plagiarism is a widespread social phenomenon, many types of which are perceived by young people as a norm of academic behavior. Despite the relatively high awareness of students in the field of AI technologies, the extremely rare use by teachers of specialized subject disciplines of AI tools in the educational process I’d the reason for the current low level of spread of AI plagiarism in the academic environment. …”
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A microstructure-based numerical approach for uniaxial fatigue life-based non-uniaxial fatigue life prediction of hypo-eutectoid steels by Jonghoon Shin, Hyunki Kim, Minwoo Kang, Chungan Lee, Seunghyun Hong, Yoon Suk Choi

“…The spatial distribution of simulated Fatemi-Socie parameter-based ΔFIPs was confirmed to be consistent with the experimentally observed fatigue crack initiation behavior for the hypo-eutectoid steel for all fatigue loading conditions.…”
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Transplacental Transfer of Primaquine and Neurobehavioral Development of Prenatally Exposed Rats by Klaus M. Becker, Lorenna Rosa, Manoella S. B. Fernandes, Rosangela R. de Carvalho, Ana Cecilia X. De-Oliveira, Davyson L. Moreira, Francisco J. R. Paumgartten

“…PQ given in pregnancy, at doses greater than those recommended for malaria therapy, may affect pup postnatal survival and emotional behavior.…”
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TCN-Based DDoS Detection and Mitigation in 5G Healthcare-IoT: A Frequency Monitoring and Dynamic Threshold Approach by Mirza Akhi, Ciaran Eising, Lubna Luxmi Dhirani

“…A dynamic threshold strategy also provides adaptive security by averaging detected malicious behavior messages across all nodes to determine the base threshold. …”
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Facilitators and barriers in the implementation of patient-centred care interventions among general practitioners: a systematic review protocol by Wenhui Li, Min Su, Zhengrong Li, Xiaojing Fan

“…This review will identify gaps and challenges in existing studies and propose strategies for the effective implementation of behavior change interventions among GPs. Additionally, it will inform clinical practice by refining behaviour change interventions to enhance the delivery of patient-centred care by GPs. …”
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Making connections for children and teachers: using classroom-based implementation supports for teaching Pyramid Model practices in Head Start programs by Rebecca J. Bulotsky-Shearer, Jill Ehrenreich-May, Chelsea T. Morris, Casey Mullins, Bella S. Lerner, Elizabeth Howe, Jhonelle Bailey, Rinatte L. Gruen, Angelica C. Gonzalez

“…No significant impacts on child classroom behavior problems, self-regulation, or approaches to learning skills were found for children enrolled in intervention classrooms, compared to children in the control classrooms.DiscussionFuture directions for research and implications for practice are discussed.…”
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Reliably quantifying the severity of social symptoms in children with autism using ASDSpeech by Marina Eni, Yaniv Zigel, Michal Ilan, Analya Michaelovski, Hava M. Golan, Gal Meiri, Idan Menashe, Ilan Dinstein

“…Separate estimation of social communication and restricted and repetitive behavior symptoms revealed that ASDSpeech was particularly accurate at estimating social communication symptoms (i.e., ADOS-2 social affect scores). …”
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MIMO Control Architectures for Secondary Voltage Regulation in Electrically Coupled Transmission Grids: Design and Dynamic Performance by Andrea Vicenzutti, Fabio Marzolla, Massimiliano Chiandone, Salvatore Tessitore, Cosimo Pisani, Giorgio M. Giannuzzi, Giorgio Sulligoi

“….), makes the present transmission system structure and behavior significantly different compared to those taken as bases for the design of voltage control systems. …”
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Beta oscillations predict the envelope sharpness in a rhythmic beat sequence by Sabine Leske, Tor Endestad, Vegard Volehaugen, Maja D. Foldal, Alejandro O. Blenkmann, Anne-Kristin Solbakk, Anne Danielsen

“…Most environmental rhythms and patterns in human behavior, such as walking, dancing, and speech do not, however, display strict isochrony but are instead quasi-periodic. …”
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Investigating the Implications of COVID-19 on PM2.5 in Pakistan by Hassaan Sipra, Faheem Aslam, Jabir Hussain Syed, Tahir Mumtaz Awan

“…However, all series exhibit anti-persistent (negatively correlated) behavior before and during COVID-19, with respect to the remainder component of PM2.5 concentration. …”
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Cerebellar metastasis from colorectal cancer: a case report by Carla E. Angulo-Rojo, Luis J. Castillo-Gaxiola, Karen Gaxiola-Gastélum, Alma M. Guadrón-Llanos, Javier A. Magaña-Gómez, Diana L. Baldenebro-Félix, Diana L. Baldenebro-Félix

“…Further research is needed to understand the mechanisms underlying such metastatic behavior and optimize treatment strategies.…”
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Digital Health Intervention (SANGYAN Podcast) to Enhance Knowledge Related to COVID-19 and Other Health Conditions: Protocol for an Implementation and Evaluation Study by Ashish Joshi, Surapaneni Krishna Mohan, Apurva Kumar Pandya, Ashoo Grover, Sofia Rani Saggu, Saravanavel Kalpana Revathi, Shruti Sharma

“…ConclusionsThe finding from this research project will aid in the development and implementation of data-driven, evidence-based, and human-centered behavior change interventions using podcasts to address public health challenges among populations living in diverse settings. …”
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The effects of SN Ps in the regions of positioning RNA polymerase II on the TBP/promoter affinity in the genes of human circadian clock by O. A. Podkolodnaya, D. A. Rasskazov, N. L. Podkolodnyy, N. N. Podkolodnaya, V. V. Suslov, L. K. Savinkova, P. M. Ponomarenko, M. P. Ponomarenko

“…Genetic variability in the genes of circadian clock is manifested as the phenotypic variability of physiological functions and behavior as well as disorders of the function of not only the clock but also other systems, leading to the development of a pathologies. …”
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Numerical Method of Flexible Pavement considering Moisture and Stress Sensitivity of Subgrade Soils by Jue Li, Jianlong Zheng, Yongsheng Yao, Junhui Zhang, Junhui Peng

“…This study aimed to establish a numerical approach to predict the dynamic behavior of flexible pavements considering the stress sensitivity and moisture variation of subgrade soils. …”
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Hydrogels of Poly(2-hydroxyethyl methacrylate) and Poly(N,N-dimethylacrylamide) Interpenetrating Polymer Networks as Dermal Delivery Systems for Dexamethasone by Marin Simeonov, Bistra Kostova, Rositsa Mihaylova, Elena Vassileva

“…<b>Methods</b>: The two types of IPNs were analyzed for their rheological behavior, swelling characteristics, and drug-loading capacity with DEX. …”
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Mechanism of mineral phase transformation in preparing aluminum alloy by electrolysis of molten salt from aluminum alloy dross by Zhengping Zuo, Wenfen Wu, Jianbo Zhang, Zhanbing Li, Fengqin Liu, Shaopeng Li

“…By combining theoretical calculations and experiments, this paper reveals the migration behavior and transformation laws of toxic and valuable elements in AAD during hydrolysis, calcination, and electrolysis. …”
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The built environment and place attachment: Insights from Japanese cities by Jiuling Li, Mohammad Javad Koohsari, Andrew T. Kaczynski, Ryo Tanimoto, Reo Watanabe, Tomoki Nakaya, Yufeng Luo, Jing Zhao, Akitomo Yasunaga, Koichiro Oka, Tomoya Hanibuchi

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