Toward the Content Language Integrated Learning (CLIL) Shift: What are EFL Teachers’ Understandings, Practices, and Needs? by Trinh Quoc Lap, Phan Ngoc Tuong Vy, Nguyen Thi My Hanh, Le Cong Tuan, Nguyen Thanh Hung

“…The study collected quantitative data from 326 participants, along with qualitative data from interviews from 6 chosen teachers. …”
Get full text

Integrating Google Earth into Scale Learning: A Learning Trajectory Through Rice Field Size Exploration by Filian Yunita Sari, Zulkardi Zulkardi, Ratu Ilma Indra Putri, Ely Susanti

Get full text

Towards precision in IoT-based healthcare systems: a hybrid optimized framework for big data classification by Satheeshkumar Palanisamy, Vigneshwaran Thangaraju, Jeevitha Kandasamy, Ayodeji Olalekan Salau

“…Abstract The rapid expansion of IoT-enabled healthcare systems has resulted in the generation of large-scale, heterogeneous, and high-dimensional medical data. However, traditional machine learning models often struggle with issues such as data imbalance, redundant features, and noise, limiting their reliability in clinical diagnostics. …”
Get full text

Optimizing visual data retrieval using deep learning driven CBIR for improved human machine interaction by Arulmozhi P, Gopi R

“…The DAAN architecture integrates transformer-based models for capturing picture contextual connections with deep neural network (DNN) to extract spatial features. …”
Get full text

Peatland pixel-level classification via multispectral, multiresolution and multisensor data using convolutional neural network by Luca Zelioli, Fahimeh Farahnakian, Maarit Middleton, Timo P. Pitkänen, Sakari Tuominen, Paavo Nevalainen, Jonne Pohjankukka, Jukka Heikkonen

“…These diverse data sources, characterized by different spatial resolutions, are fused to preserve their spatial integrity, enabling richer feature extraction for classification tasks. …”
Get full text

DBS-NET: A Dual-Branch Network Integrating Supervised and Contrastive Self-Supervised Learning for Birdsong Classification by Ziyi Wang, Hao Shi, Yan Zhang, Yong Cao, Danjv Lv

Get full text

Acceptance of Artificial Intelligence as a Teaching Strategy Among University Professors: The Role of Habit, Hedonic Motivation, and Competence for Technology Integration by Benicio Gonzalo Acosta-Enriquez, Luigi Italo Villena Zapata, Olger Huamaní Jordan, Carlos López Roca, Betty Margarita Cabrera Cipirán, Willy Saavedra Villacrez, Carmen Graciela Arbulu Perez Vargas

“…This study examines the acceptance of AI as a teaching strategy among university teachers, following the extended UTAUT2 model with the inclusion of the teacher skills and knowledge for technology integration (SKTI) construct. Employing a quantitative cross-sectional research design, data were collected from 318 university teachers with prior experience using AI as a learning strategy through nonprobabilistic convenience sampling across 10 universities in northern Peru. …”
Get full text

Optimal design strategy of traditional courtyard based on performance and data-driven method—A case study of Yanshen ancient town, China by Zhixin Xu, Xin Zheng, Xiangfeng Li

“…To address the insufficient integration of performance evaluation and contextual analysis in traditional architectural design, this paper proposes a design workflow that combines data-driven and performance-driven approaches, establishing a comprehensive operational pathway from typology selection and design generation to performance assessment. …”
Get full text

From manual clinical criteria to machine learning algorithms: Comparing outcome endpoints derived from diverse electronic health record data modalities. by Shreya Chappidi, Mason J Belue, Stephanie A Harmon, Sarisha Jagasia, Ying Zhuge, Erdal Tasci, Baris Turkbey, Jatinder Singh, Kevin Camphausen, Andra V Krauze

“…<h4>Results</h4>Employing data-driven methods, standalone progression rates were 63% (prescription), 78% (NLP), and 54% (CV), compared to the 99% progression rate from manually applied clinical guidelines using integrated data sources. …”
Get full text

Characterizing the neighborhood risk environment in multisite clinic-based cohort studies: A practical geocoding and data linkages protocol for protected health information. by Ariann Nassel, Marta G Wilson-Barthes, Chanelle J Howe, Sonia Napravnik, Michael J Mugavero, Deana Agil, Akilah J Dulin

“…This protocol can be implemented by study staff who do not have prior training in Geographic Information Systems (GIS) and can help minimize the operational costs of integrating geographic data into public health projects.…”
Get full text

Freshwater fish monitoring in a subtropical reservoir: Integrating eDNA metabarcoding and traditional methods in biodiversity resolution, invasive species detection, and environmen... by Yen-Ting Lin, Yi-Feng Dai, Hong-Yu Yang, Yu-Hsiang Lin, Yen-Ting Hsu, Yu-I Lin, Hsiang-Yi Hsu, Yu-San Han

“…Moreover, eDNA-derived biodiversity data can enhance ecological risk assessment by linking species distributions with environmental drivers.…”
Get full text

Red Tide Detection Method Based on a Time Series Fusion Network Model: A Case Study of GOCI Data in the East China Sea by Tianhong Ding, Zhiqiang Xu, Yunjie Wang, Qinglian Hou, Xiangyong Liu, Fengshuang Ma

“…To address these issues, this study proposes a time-series fusion network model (CSF-RTDNet) for red tide detection using time-continuous GOCI data from the East China Sea. By integrating multi-temporal GOCI data, the model comprehensively captures spatiotemporal characteristics of red tides, enhancing dynamic process modeling. …”
Get full text

Advancing the understanding, measurement and monitoring of healthy ageing: A systematically derived framework and dataset mapping associated constructs, measures and measurement ap... by Andreea Alexandra Piriu, Maria Vittoria Bufali, Giulia Cappellaro, Amelia Compagni, Aleksandra Torbica

“…This enables researchers to generate new hypotheses, explore underrepresented areas – such as environmental and psychosocial dimensions – and advance integrative metrics. The framework and dataset also enhance methodological transparency and data reuse due to a structured design anchored in thematic identification, construct classification and comprehensive mapping of measurement practices. …”
Get full text

Brand promotion through online advertising: current tools by K. A. Arzhanova, A. I. Eremeeva

“…In particular, the effective influence marketing of Aviasales and its integration with Yandex were noted alongside with the use of contextual, targeted and unusual advertising by Yota to increase awareness. …”
Get full text

Enhanced detection of Mpox using federated learning with hybrid ResNet-ViT and adaptive attention mechanisms by V. Maheskumar, R. Vijayarajeswari

“…This system ensures decentralized training across healthcare facilities, preserving data privacy while improving classification performance. …”
Get full text

Health information system in primary health care units of the Central Zone, Tigray, Northern Ethiopia by Letekirstos Gebreegziabher Gebretsadik, Abate Bekele Belachew, Gebregziabher Berihu Gebrekidan, Alemayohu Bayray, Akberet Lemlem, Lewtnesh Berihun Dangew, Haftom Temesgen Abebe

“…The average lot quality assurance sampling accuracy rates are below the acceptable level, indicating issues in the data documentation and validation processes. Addressing these gaps through targeted capacity-building, including the integration of HMIS curricula at the university level and system-level improvements such as implementing computerized systems, ensuring accountability and allocating budgets, is needed to strengthen health information systems and enable evidence-based decision-making at all levels of the health system.…”
Get full text

Penerapan Konsep Eco-Lingkungan di Sekolah Dasar Alam Qur’an Bintang Madani, Bandar Lampung by Ilham Fatoni, Muzekki Muzekki, Indah Nur Bella Sari, Ikhsan Mustofa, Ali Murtadho, Baharudin Baharudin

“…Environmental issues are becoming more complex, yet integrating environmental education into the school curriculum remains challenging. …”
Get full text

MODERATING EFFECT OF FIRM ENVIRONMENTAL SENSITIVITY ON THE RELATIONSHIP BETWEEN SUSTAINABILITY REPORTING DIMENSIONS AND FINANCIAL PERFORMANCE OF AN EMERGING MARKET ECONOMY by Adedeji Daniel GBADEBO

“…Firm environmental sensitivity significantly moderates the impact of environmental reporting on financial outcomes, underscoring the importance of contextual industry factors in enhancing the value of sustainability disclosures. …”
Get full text

Process for Leveraging Enterprise Architecture in Information Systems Strategic Planning: A Case of Developing a Strategy and Master Plan for a National Integrated Health Laborator... by Agnes Nakakawa, Daniel Kasule, Michael Kasusse, Gaspard Guma, Steven Aisu, Patrick A. Ogwok, Hakim Sendagire

“…The process was instantiated in Uganda’s health laboratory subsector, by using it to formulate an architecture-oriented information systems strategy; and the strategy then guided the design of a master plan for a national integrated HLIMS and its implementation plan. Although EAISSP was tested in the context of the laboratory subsector, it can be contextualized to support other efforts like developing a national e-health strategy or information systems strategy of an enterprise in another sector.…”
Get full text

An Unbiased Feature Estimation Network for Few-Shot Fine-Grained Image Classification by Jiale Wang, Jin Lu, Junpo Yang, Meijia Wang, Weichuan Zhang

“…Furthermore, our proposed architecture can be easily integrated into any contextual training mechanism. Extensive experiments on the FSFGIC tasks demonstrate the effectiveness of the proposed algorithm, showing a notable improvement in classification accuracy.…”
Get full text