Dual-Path Beat Tracking: Combining Temporal Convolutional Networks and Transformers in Parallel by Nikhil Thapa, Joonwhoan Lee

“…Additionally, we also explore the interpretability of the model using Grad-CAM to visualize the model’s learned features, offering insights into how the TCN-Transformer hybrid captures rhythmic patterns in the data.…”
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Towards web 4.0: frameworks for autonomous AI agents and decentralized enterprise coordination by Tan Gürpinar

“…Enterprises adopting Web 4.0 must address challenges in data privacy, AI training, multi-agent interaction, and governance. …”
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Evaluation of Effect of Interproximal Reduction in Enamel in Orthodontic Therapy: An Original Research by Prachurya Dakshinakabat, B Pragnya, Amrita Mishra, Pinal Jain, Amoli Singh, Anagha Agrawal

“…Data were statistically analyzed using paired t-tests. …”
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Analyzing the Improvement of Students’ Public Speaking Skills Through Interactive Live Audience Feedback Strategies by Silvia Djonnaidi, Difiani Apriyanti, Fitri Handayani

“…Findings showed significant improvements in four areas: eye contact, body language, presentation structure, and use of visual content, highlighting improvements in confidence, clarity, and engagement. …”
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Volumetric Video: Preservation and Curation Challenges of an Emerging Medium by Zack Lischer-Katz, Bryan Carter, Rashida Braggs

“…As it becomes more popular, information institutions, particularly academic libraries and others that support researchers, will likely need to support this new format throughout its lifecycle, which may draw on research data management, digital preservation, and repository services. …”
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Scheme Analysis for Enhancing Autonomous Driving Based on Computer Vision by Chen Xinyi, Luo Binbin, Xu Ziyue

“…However, challenges remain, including high computational demands, environmental perception accuracy, multi-sensor data fusion efficiency, and the high costs associated with implementation. …”
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Are horses capable of mirror self-recognition? A pilot study. by Paolo Baragli, Elisa Demuru, Chiara Scopa, Elisabetta Palagi

“…These behaviors suggest that subjects were trying to associate multiple sensory cues (visual, tactile and olfactory) to the image in the mirror. …”
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An Improved Kernelized Correlation Filter for Extracting Traffic Flow in Satellite Videos by Dudu Guo, Hongbo Shuai, Jie Zhang, Yang Wang, Miao Sun

“…The experimental results showed that compared with the real traffic flow data obtained by visual method, the accuracy of satellite video traffic flow extraction by virtual detection line was 98.48% under noncongestion condition and 90.18% under congestion condition.…”
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Interactive Generation of Oral History by a Child with Participation of an Adult by N. M. Yurieva

“…The concept of an interactive dialogical pattern is explained, which means dialogical constructions jointly built by an adult and a child, through which the internal experience, images, impressions of the visually presented story are analyzed and formulated by the participants in the storytelling situation. …”
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Systems Thinking for Climate Change and Clean Energy by Hassan Qudrat-Ullah

“…Despite their strengths in simplifying complexity and enhancing stakeholder communication, challenges remain—including data gaps, model validation, and the integration of diverse knowledge systems. …”
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Exploring CycleGAN Technique for Improved Plant Disease Detection and Analysis by Ouyang Luyi

“…The advantage of this approach is that augmenting the training data with images that do not exist in the real world helps improve the performance of disease classifications. …”
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A New Species of the Genus Hemicorallium (Cnidaria: Octocorallia: Scleralcyonacea: Coralliidae) Collected from Okinawa Island by Masanori Nonaka, Kenji Takata, Nina Yasuda

“…Consequently, population-level genomic data will be needed to confirm the species status of H. ryukyuense with greater confidence.…”

Perkembangan Manajemen Bimbingan Dan Konseling Di Era Pandemi Covid-19 by Julhadi Julhadi, Herdi Herdi

“…Kekurangannya memerlukan keahlian khusus untuk melakukan analisis data, membutuhkan koneksi internet yang baik, dan membutuhkan perhatian orang tua…”
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Mathematical Model of Human Papillomavirus (HPV) Dynamics With Double-Dose Vaccination and Its Impact on Cervical Cancer by Henok Desalegn Desta, Getachew Teshome Tilahun, Tariku Merga Tolasa, Mulugeta Geremew Geleso

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Real-time diagnosis of multi-category skin diseases based on IR-VGG by Ling TAN, Shanshan RONG, Jingming XIA, Sarker SAJIB, Wenjie MA

“…Malignant skin lesions have a very high cure rate in the early stage.In recent years, dermatological diagnosis research based on deep learning has been continuously promoted, with high diagnostic accuracy.However, computational resource consumption is huge and it relies on large computing equipment in hospitals.In order to realize rapid and accurate diagnosis of skin diseases on Internet of things (IoT) mobile devices, a real-time diagnosis system of multiple categories of skin diseases based on inverted residual visual geometry group (IR-VGG) was proposed.The contour detection algorithm was used to segment the lesion area of skin image.The convolutional block of the first layer of VGG16 was replaced with reverse residual block to reduce the network parameter weight and memory overhead.The original image and the segmented lesion image was inputed into IR-VGG network, and the dermatological diagnosis results after global and local feature extraction were outputed.The experimental results show that the IR-VGG network structure can achieve 94.71% and 85.28% accuracy in Skindata-1 and Skindata-2 skin diseases data sets respectively, and can effectively reduce complexity, making it easier for the diagnostic system to make real-time skin diseases diagnosis on IoT mobile devices.…”
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“Don’t Even Smoke But I’ll Buy That” Twitch as a New Venue for E-Cigarette Promotion by Hüseyin Küçükali, Hüseyin Küçükali

“…ObjectivesThis study examines the covert promotion of e-cigarettes, specifically Juul, on the video live-streaming platform Twitch, focusing on the content and platform-specific dynamics that may influence its effectiveness.MethodsThis qualitative case study of a non-gaming Twitch stream included data from influencer conversations, viewer comments and visual elements. …”
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Materialized disagreements: interpreting urban dual language signage and murals in Northern Ireland by John-Guy Perrem

“…Through a qualitative case study approach incorporating visual analysis, observation, and photographic data, this study demonstrates how bilingual signage and murals embed cultural and political tensions into the public landscape. …”
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Nigral volume loss in prodromal, early, and moderate Parkinson’s disease by Jason Langley, Kristy S. Hwang, Daniel E. Huddleston, Xiaoping P. Hu, On behalf of the Parkinson’s Progression Marker Initiative

“…Melanized neurons in SNc can be visualized in vivo using magnetization transfer (MT) effects. …”
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Mathematical literacy of prospective mathematics teacher based on cognitive style by Fransiskus Gatot Iman Santoso, Ana Easti Rahayu Maya Sari

“…In contrast, students with the FD cognitive style faced difficulties in mathematics, representation, and using symbols and diagrams, particularly in data-based and visual problems. Cognitive style plays a significant role in shaping students' mathematical literacy skills and should be considered in teacher education programs. …”
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A Scalable Multiple Description Scheme for 3D Video Coding Based on the Interlayer Prediction Structure by Lorenzo Favalli, Marco Folli

“…Furthermore, following recent commercial availability of autostereoscopic 3D displays that allow 3D visual data to be viewed without the use of special headgear or glasses, it is anticipated that the applications of 3D video will increase rapidly in the near future. …”
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