Search Results - S.I.: Timely Advances of Deep Learning with applications AND Data Driven Modeling

Machine Learning-Powered Smart Healthcare Systems in the Era of Big Data: Applications, Diagnostic Insights, Challenges, and Ethical Implications.

Authors: Rani, Sita Kumar, Raman Panda, B. S. et al.

Source: Diagnostics (2075-4418); Aug2025, Vol. 15 Issue 15, p1914, 40p

Subject Terms: MACHINE learning, BIG data, DATA privacy, INTERNET of medical things, SOCIAL responsibility, FEDERATED learning, DIAGNOSTIC examinations, DIGITAL health

Flood Risk Prediction and Management by Integrating GIS and HEC-RAS 2D Hydraulic Modelling: A Case Study of Ungheni, Iasi County, Romania.

Authors: Crenganis, Loredana Mariana Pricop, Claudiu Ionuț Diac, Maximilian et al.

Source: Water (20734441); Oct2025, Vol. 17 Issue 20, p2959, 31p

Subject Terms: FLOOD risk, GEOGRAPHIC information systems, URBAN planning, EMERGENCY management, FLOODPLAIN management, CLIMATE change adaptation, HYDRAULIC models

Geographic Terms: ROMANIA

Evapotranspiration Estimation in the Arab Region: Methodological Advances and Multi-Sensor Integration Framework.

Authors: Ahmed, Shamseddin M. Biro Turk, Khalid G. Ahmed, Adam E. et al.

Source: Water (20734441); Sep2025, Vol. 17 Issue 18, p2702, 26p

Subject Terms: EVAPOTRANSPIRATION, MACHINE learning, WATER management, REMOTE sensing, SUSTAINABLE development, CLIMATE change

Geographic Terms: SAUDI Arabia

Wind Turbine Fault Detection Through Autoencoder-Based Neural Network and FMSA.

Authors: Nogueira, Welker Facchini Melani, Arthur Henrique de Andrade de Souza, Gilberto Francisco Martha

Source: Sensors (14248220); Jul2025, Vol. 25 Issue 14, p4499, 41p

Subject Terms: WIND turbines, AUTOENCODERS, OUTLIER detection, CONDITION-based maintenance, FAILURE analysis, CLEAN energy, ARTIFICIAL neural networks, FAULT diagnosis

Staphylococci in Livestock: Molecular Epidemiology, Antimicrobial Resistance, and Translational Strategies for One Health Protection.

Authors: Elbehiry, Ayman Marzouk, Eman

Source: Veterinary Sciences. Aug2025, Vol. 12 Issue 8, p757. 35p.

Data-Driven Modeling of Air Traffic Controllers' Policy to Resolve Conflicts.

Authors: Bastas, Alevizos Vouros, George A.

Source: Aerospace (MDPI Publishing); Jun2023, Vol. 10 Issue 6, p557, 24p

Subject Terms: AIR traffic controllers, ARTIFICIAL intelligence, CONFLICT management, AIR traffic, MACHINE learning, FLIGHT simulators

Modeling Techniques and Boundary Conditions in Abdominal Aortic Aneurysm Analysis: Latest Developments in Simulation and Integration of Machine Learning and Data-Driven Approaches.

Authors: Ramazanli, Burcu Yagmur, Oyku Sarioglu, Efe Cesur et al.

Source: Bioengineering (Basel); May2025, Vol. 12 Issue 5, p437, 51p

Subject Terms: ABDOMINAL aortic aneurysms, COMPUTATIONAL fluid dynamics, DEEP learning, FLUID-structure interaction, FINITE element method

Application of Machine Learning Models in Optimizing Wastewater Treatment Processes: A Review.

Authors: Zamfir, Florin-Stefan Carbureanu, Madalina Mihalache, Sanda Florentina

Source: Applied Sciences (2076-3417); Aug2025, Vol. 15 Issue 15, p8360, 54p

Subject Terms: MACHINE learning, DEEP learning, PREDICTION models, WASTEWATER treatment, ENVIRONMENTAL compliance, ARTIFICIAL intelligence, MATHEMATICAL optimization, ENERGY consumption

From Empirical Judgment to Data-Driven Approaches: A Survey of Traffic Reorganization and Management During Urban River-Crossing Corridor Construction.

Authors: Gu, Kan Wang, Yizhe Yang, Zheng et al.

Source: Applied Sciences (2076-3417); Sep2025, Vol. 15 Issue 18, p10133, 37p

Subject Terms: TRAFFIC engineering, ARTIFICIAL intelligence, MULTISENSOR data fusion, PREDICTION models, EMPIRICAL research, STATISTICAL decision making, INFRASTRUCTURE (Economics), URBAN planning

The Development and Construction of City Information Modeling (CIM): A Survey from Data Perspective †.

Authors: Yu, Wenya Zhou, Xiaowei Wang, Dongsheng et al.

Source: Applied Sciences (2076-3417); May2025, Vol. 15 Issue 9, p4696, 29p

Subject Terms: ARTIFICIAL intelligence, SUSTAINABLE urban development, CITIES & towns, URBAN growth, GEOGRAPHIC information systems

Applications of Advanced Technologies in the Development of Urban Flood Models.

Authors: Yan, Yuna Zhang, Na Zhang, Han

Source: Water (20734441); Feb2023, Vol. 15 Issue 4, p622, 23p

Subject Terms: URBAN growth, FLOOD damage, RAINFALL, FLOODS, ARTIFICIAL intelligence

The Role of Artificial Intelligence in Bathing Water Quality Assessment: Trends, Challenges, and Opportunities.

Authors: Khan, M Usman Saeed Battamo, Ashenafi Yohannes Ravindar, Rajendran et al.

Source: Water (20734441); Nov2025, Vol. 17 Issue 21, p3176, 32p

Subject Terms: ARTIFICIAL intelligence, WATER quality, PREDICTION models, MACHINE learning, REMOTE sensing devices, ENVIRONMENTAL monitoring, PUBLIC health, DATA integration

Impacts of Climate Change on Oceans and Ocean-Based Solutions: A Comprehensive Review from the Deep Learning Perspective.

Authors: Qiao, Xin Zhang, Ke Huang, Weimin

Source: Remote Sensing; Jul2025, Vol. 17 Issue 13, p2306, 59p

Subject Terms: CLIMATE change, OCEAN, RENEWABLE energy sources, MARINE ecology, REMOTE sensing, OCEAN acidification, DEEP learning, CARBON sequestration

Artificial Intelligence in Infectious Disease Diagnostic Technologies.

Authors: Dong, Chao Liu, Yujing Nie, Jiaqi et al.

Source: Diagnostics (2075-4418); Oct2025, Vol. 15 Issue 20, p2602, 20p

Subject Terms: ARTIFICIAL intelligence, POINT-of-care testing, DATA mining, PATHOGENIC microorganisms, COMMUNICABLE diseases, DIAGNOSTIC equipment, TREND analysis, TRANSLATIONAL research

Remote Sensing, GIS, and Machine Learning in Water Resources Management for Arid Agricultural Regions: A Review.

Authors: Rabie, Anas B. Elhag, Mohamed Subyani, Ali

Source: Water (20734441); Nov2025, Vol. 17 Issue 21, p3125, 23p

Subject Terms: REMOTE sensing, GEOGRAPHIC information systems, WATER management, AGRICULTURE, ARID regions, MACHINE learning, CLIMATE change

The Role of Artificial Intelligence and Machine Learning in Advancing Civil Engineering: A Comprehensive Review.

Authors: Bahadori-Jahromi, Ali Room, Shah Paknahad, Chia et al.

Source: Applied Sciences (2076-3417); Oct2025, Vol. 15 Issue 19, p10499, 52p

Subject Terms: ARTIFICIAL intelligence, MACHINE learning, GEOTECHNICAL engineering, CIVIL engineering, STRUCTURAL health monitoring, SUSTAINABILITY

Spectral Precision: Recent Advances in Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry for Pathogen Detection and Resistance Profiling.

Authors: Elbehiry, Ayman Abalkhail, Adil

Source: Microorganisms; Jul2025, Vol. 13 Issue 7, p1473, 31p

Subject Terms: DRUG resistance in microorganisms, TIME-of-flight mass spectrometry, MEDICAL microbiology, DETECTION of microorganisms, TECHNOLOGICAL innovations, DATA analysis, DIAGNOSTIC microbiology

The Role of AI in Predictive Modelling for Sustainable Urban Development: Challenges and Opportunities.

Authors: Cina, Elda Elbasi, Ersin Elmazi, Gremina et al.

Source: Sustainability (2071-1050); Jun2025, Vol. 17 Issue 11, p5148, 39p

Digital Twin Applications in the Water Sector: A Review.

Authors: Ghorbani Bam, Pooria Rezaei, Nader Roubanis, Alexander et al.

Source: Water (20734441); Oct2025, Vol. 17 Issue 20, p2957, 49p

Subject Terms: DIGITAL twin, WATER management, REAL-time computing, PREDICTIVE control systems, RESOURCE allocation, RESOURCE management, ENVIRONMENTAL infrastructure

Buzzing with Intelligence: A Systematic Review of Smart Beehive Technologies.

Authors: Šabić, Josip Perković, Toni Šolić, Petar et al.

Source: Sensors (14248220); Sep2025, Vol. 25 Issue 17, p5359, 47p

Subject Terms: INTERNET of things, MACHINE learning, BEEKEEPING, DETECTORS, BEEHIVES, BEE colonies, DEEP learning