Design of an Integrated Model for Video Summarization Using Multimodal Fusion and YOLO for Crime Scene Analysis by Sai Babu Veesam, Aravapalli Rama Satish

“…Real-time learning through RL-HITL ensures model refinement and hereby gives long-term benefits in security and surveillance application, hence analysis at a crime scene for different scenarios.…”
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Interactive Influence Analysis of Tunnel Lateral Clearance on Driving Behavior Using Expressway Field Data by Li Wan, Mo Zhou, Ge Liu, Chang-An Zhang, Ying Yan

“…Changes in lateral clearance are prone to drastic changes in the driving environment at the entrance and exit of the tunnel, which can cause a driver to become psychologically stressed and deviate from the center of a lane, thus creating a greater security risk. However, most of the existing regulations and studies only focus on the horizontal and vertical alignment of the tunnel entrances and exits, and there are few studies on the influence of lateral clearance on driving behavior. …”
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Book history's recent methodological trend: national and intemational outlines by Jyrki Hakapää

“…The international approaches may offer new insights about the past, but do they also offer better chances to secure project funding and reach contemporary readers? …”
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Robotic-assisted costectomy using a Gigli saw for fibrous dysplasia by Chen Yang, Lei Chen, Hui Wang, Qianyun Wang

“…Conclusions The utilization of a three-port robotic-assisted costectomy in conjunction with a Gigli saw represents a viable, secure, and efficient approach for treating isolated benign rib lesions. …”
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Biochar and sewage sludge phosphorus fertilizer effects on phosphorus bioavailability and spinach ( Spinacia oleracea L.) yields under no-till system in semi-arid soils by Ugele Majaule, Oagile Dikinya, Bruno Glaser

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Chemical Profiling of the White and Brown Teff (Eragrostis tef (Zuccagni) Trotter) Injera and Their Nutritional Properties by Hagos Yisak, Estifanos Ele Yaya, Mesfin Redi-Abshiro, Bhagwan Singh Chandravanshi

“…Teff (Eragrostis tef (Zuccagni) Trotter) is one of the underutilized crops that can contribute to food security with distinct nutritional values. The present study was aimed to determine the total phenolic content, total fat content, and fatty acid profiles and evaluate the nutritional values of the white and brown Injera (ready-to-eat food) using UV-Vis and GC-MS methods. …”
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Long-Term Monitoring of Individuals With Chronic Obstructive Pulmonary Disease Using Digital Health Technology: Qualitative Study by Shih-Ying Chien, Han-Chung Hu, Hsiu-Ying Cho

“…By addressing identified barriers and capitalizing on facilitators, advancements can be made in the development and use of DHT, especially in overcoming challenges such as information security and operational methods. The implementation of the recommended strategies will likely lead to improved COPD care outcomes.…”
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Recovery of Prenatal Baicalein Exposure Perturbed Reproduction by Postnatal Exposure of Testosterone in Male Mice by Sridevi Vaadala, Naveen Ponneri, Venkata Shashank Karanam, Sri Bhashyam Sainath, Pamanji Sreenivasuala Reddy, Ramachandra Reddy Pamuru, Arifullah Mohammed

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Evaluating Urban Heat Island Effects in the Southwestern Plateau of China: A Comparative Analysis of Nine Estimation Methods by Ziyang Ma, Huyan Fu, Jianghai Wen, Zhiru Chen

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Lip forgery detection via spatial-frequency domain combination by Jiaying LIN, Wenbo ZHOU, Weiming ZHANG, Nenghai YU

“…In recent years, numerous “face-swapping” videos have emerged in social networks, one of the representatives is the lip forgery with speakers.While making life more entertaining for the public, it poses a significant crisis for personal privacy and property security in cyberspace.Currently, under non-destructive conditions, most of the lip forgery detection methods achieve good performance.However, the compression operations are widely used in practice especially in social media platforms, face recognition and other scenarios.While saving pixel and time redundancy, the compression operations affect the video quality and destroy the coherent integrity of pixel-to-pixel and frame-to-frame in the spatial domain, and then the degradation of its detection performance and even misjudgment of the real video will be caused.When the information in the spatial domain cannot provide sufficiently effective features, the information in the frequency domain naturally becomes a priority research object because it can resist compression interference.Aiming at this problem, the advantages of frequency information in image structure and gradient feedback were analyzed.Then the lip forgery detection via spatial-frequency domain combination was proposed, which effectively utilized the corresponding characteristics of information in spatial and frequency domains.For lip features in the spatial domain, an adaptive extraction network and a light-weight attention module were designed.For frequency features in the frequency domain, separate extraction and fusion modules for different components were designed.Subsequently, by conducting a weighted fusion of lip features in spatial domain and frequency features in frequency domain, more texture information was preserved.In addition, fine-grained constraints were designed during the training to separate the inter-class distance of real and fake lip features while closing the intra-class distance.Experimental results show that, benefiting from the frequency information, the proposed method can enhance the detection accuracy under compression situation with certain transferability.On the other hand, in the ablation study conducted on the core modules, the results verify the effectiveness of the frequency component for anti-compression and the constraint of the dual loss function in training.…”
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Evaluating the Impacts of Discharging the Effluent of Al-Gabal Al-Asfar Wastewater Treatment Plant on Ismailia Canal in Egypt to Maximize Revenue and Ensure Sustainability by Marwa M Aly, Mohamed SM Zayed, Mahmoud S Salem, Mohamed K Mostafa

“…The findings indicated that the fifth scenario (recycling 46% of the treated water, which amounts to 1.15 million cubic meters daily) is the optimal scenario for keeping the concentration of the studied parameters in the Ismailia Canal within the allowable limits and ensuring the canal’s cross-section remains hydraulically secure. Nonetheless, the fourth scenario (reusing 1.50 million cubic meters per day) might be feasible if the efficiency of the plant is enhanced by lowering the ammonium-nitrogen concentration in the effluent. …”
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OPTIMIZING POWER SECTOR TRANSITION PATHWAYS IN RENEWABLE ENERGY-SCARCE REGIONS: AN OPERATIONAL RESEARCH APPROACH TO HUNAN PROVINCE UNDER CARBON PEAK GOALS by Caixia Yang, Yao Xiao, Buncha Wattana

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The growth–environment nexus amid geopolitical risks: cointegration and machine learning algorithm approaches by Md. Idris Ali, Md. Atikur Rahaman, Mohammed Julfikar Ali, Md. Ferdausur Rahman

“…These risks disrupt economic growth, destabilize energy supply chains, and foster economic uncertainty, often prioritizing energy security over environmental sustainability. Existing literature inadequately addresses how geopolitical risks interact with environmental sustainability, particularly within developed economies like Canada. …”
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Tolerance and Social Harmonization of The Hindu Islamic Community of The Tengger Tribe in Eid Al-Fitr And Nyepi by ali Hasan Assidiqi, Ahmad Barizi, M. Lutfi Mustofa

“…During holidays, they tend to help secure the course of worship by becoming a parking attendant and making their yard a parking lot or worship. 2) Likewise, the tolerance and harmonization of the Hindu Islamic community towards the Nyepi holiday worship is also well seen. …”
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Comparative Evaluation of Ketoprofen Gel Alone and in Combination with Doxycycline Gel as Local Drug Delivery in the Treatment of Chronic Periodontitis among Smokers and Non-Smoker... by Krupali J. Gandhi, Priyadarshini P. Nadig, Shivlal Vishnoi, Bhumika S. Sheth, Jinal Desai, Kandarp Raj

“…The quadrants were randomized into K alone and K + D subgroups. 2.5% ketoprofen gel and 2.5% ketoprofen + 3% doxycycline gel were delivered into designated sites after SRP, and the sites were secured using periodontal dressing. Plaque index (PI), bleeding on probing (BOP), probing pocket depth (PPD), and relative attachment level (RAL) were recorded at baseline and 3 months. …”
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Risk of General Anesthesia in Pediatric Skin Procedures with Projection on Tumescent Anesthesia by Abdulmajeed Alajlan, Bader M. Alhabeeb, Ali M. Alhazmi, Osama A. Alobaid, Ahmed A. Alharthi, Nada I. Al-Habib, Ahmed M. El-Malky

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Evaluating Machine Unlearning: Applications, Approaches, and Accuracy by Zulfiqar Ali, Asif Muhammad, Rubina Adnan, Tamim Alkhalifah, Sheraz Aslam

“…In many cases, ML models may memorize sensitive or personal data, raising concerns about data privacy and security. Machine unlearning (MU) techniques offer a solution to these concerns by selectively removing sensitive data from trained models without significantly compromising their performance. …”
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Meal Pattern in the Colombian Population: Results of the National Nutrition Survey. ENSIN, 2015 by María del Pilar Zea, Oscar F. Herrán

“…The number of meals/day (mean ± SD) was 4.4 ± 0.0, without differences by sex P=0.068, current weight P=0.336 , or wealth index P=0.480, but there were differences in the level of education of the head of the household P<0.0001 and the level of food security of the household P<0.0001. A total of 96.8% of the population eats 3 or more meals/day (95% CI: 96.2, 97.2). …”
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Corruption criminal offences: concept and classification by R. I. Login

“…Corruption criminal offences are also classified on the basis of the generic object of the criminal offence: corruption criminal offences against property, in the field of economic activity, against public security, in the field of trafficking in narcotic drugs, psychotropic substances, their analogues or precursors, against the authority of state authorities, local self-government bodies and associations of citizens, in the field of official activity and professional activity related to the provision of public services, against the established procedure for military service. …”
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BREEDING FOR ANTIOXIDANT CONTENT IN GRAIN AS A PROMISING TREND IN OBTAINING HEALTHY FOOD PRODUCTS by V. I. Polonskiy, I. G. Loskutov, A. V. Sumina

“…According to the Food Security Doctrine of the Russian Federation, there are plans for the nearest future to expand the assortment of healthy food products for the country’s population, so a search for relevant food sources is needed. …”
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