The Advances in Neuromorphic Computing and Brain-Inspired Systems (ANCBIS). by DanielRaj K, Ponseka G, Bharath Sanjai Lordwin D J3

“…This study also addresses challenges related to scalability, robustness, and integration with existing systems, emphasizing the importance of cross-disciplinary collaboration to overcome these limitations. …”
Get full text

Parallelizing the cryo‐EM structure determination in THUNDER using GPU cluster by Zhao Wang, Huabin Ruan, Guangwen Yang, Xueming Li

“…Our approaches achieved remarkable improvement in performance and linear scalability. At an identical cost of the hardware, three‐fold more speed‐up was achieved. …”
Get full text

Integrating Environmental Data for Mental Health Monitoring: A Data-Driven IoT-Based Approach by Sanaz Zamani, Minh Nguyen, Roopak Sinha

“…Preliminary results reveal high accuracy, scalability, and the potential to generate actionable insights, creating dynamic feedback loops for continuous improvement. …”
Get full text

Self-rerouting sensor network for electronic skin resilient to severe damage by T. Ozaki, N. Ohta, M. Fujiyoshi

“…However, this method is costly, increases latency, and boosts power usage, limiting scalability for large, nuanced sensation-mimicking sensor arrays. …”
Get full text

TomatoGuard-YOLO: a novel efficient tomato disease detection method by Xuewei Wang, Jun Liu

“…To address the shortcomings of existing detection methods in accuracy, computational efficiency, and scalability, this study propose TomatoGuard-YOLO, an advanced, lightweight, and highly efficient detection framework based on an improved YOLOv10 architecture. …”
Get full text

A Systematic Literature Review on Robust Swarm Intelligence Algorithms in Search-Based Software Engineering by Alam Zeb, Fakhrud Din, Muhammad Fayaz, Gulzar Mehmood, Kamal Z. Zamli

“…They are used in many optimization problems due to their simplicity, flexibility, and scalability. These algorithms get the desired convergence during the search by balancing the exploration and exploitation processes. …”
Get full text

Utilizing Feature Selection Techniques for AI-Driven Tumor Subtype Classification: Enhancing Precision in Cancer Diagnostics by Jihan Wang, Zhengxiang Zhang, Yangyang Wang

“…However, challenges such as ensuring data quality, mitigating overfitting, and addressing scalability remain critical limitations of these methods. …”
Get full text

Device Characteristics and Capabilities Discovery for Multimedia Content by Mohd Faisal Ibrahim, Saadiah Yahya, Mohd Nasir Taib

“…By proposing such solution, we can provide flexible, extensible, and scalable method that provides more accurate information in resolving the content negotiation issues. …”
Get full text

Real-Time QoS-Aware Video Streaming: A Comparative and Experimental Study by Basem Al-Madani, Anas Al-Roubaiey, Zubair A. Baig

“…Due to its flexibility, scalability, real-time, and rich QoS features, Data Distribution Service (DDS) middleware provides seamless integration with high-performance, real-time, and mission-critical networks. …”
Get full text

Adaptive Oversampling via Density Estimation for Online Imbalanced Classification by Daeun Lee, Hyunjoong Kim

“…These results underscore the method’s scalability and practicality for real-time online learning applications.…”
Get full text

De-extinction beyond species: Restoring ecosystem functionality through large herbivore rewilding by Paul R Jepson

“…This alignment requires a pragmatic approach that prioritises the restoration of ecosystem functions over genetic purity and offers flexibility and scalability in rewilding efforts. I argue that creating a new category of ‘ecosystem engineer’ livestock is more effective than seeking wild status for these animals. …”
Get full text

Who is wearing me? TinyDL‐based user recognition in constrained personal devices by Ramon Sanchez‐Iborra, Antonio Skarmeta

“…Abstract Deep learning (DL) techniques have been extensively studied to improve their precision and scalability in a vast range of applications. Recently, a new milestone has been reached driven by the emergence of the TinyDL paradigm, which enables adaptation of complex DL models generated by well‐known libraries to the restrictions of constrained microcontroller‐based devices. …”
Get full text

Automotive Product Portfolio Design from the Perspective of Energy Sustainability: Multicriteria Decision-Making Based on Lotka–Volterra MCGP Model by Jing Liang, Sheng-Yuan Wang, Xiao-Lan Wu

“…In order to verify the reliability of the model, this paper verifies the robustness of the model from the perspectives of parameter dynamics, system boundaries, and model scalability. The results of empirical analysis and robustness analysis show that the Lotka–Volterra MCGP model proposed in this paper is applicable to the multicriteria decision-making of automobile product portfolio design from the perspective of energy sustainability.…”
Get full text

Harnessing artificial intelligence for enhanced nanoparticle design in precision oncology by Mujibullah Sheikh, Pranita S. Jirvankar

“…Moreover, we considered urgent issues that exist in present-day nanoparticle fabrication such as scalability and regulatory issues and suggest AI solutions that would help overcome these issues. …”
Get full text

Structure-Based Approaches for Protein–Protein Interaction Prediction Using Machine Learning and Deep Learning by Despoina P. Kiouri, Georgios C. Batsis, Christos T. Chasapis

“…Future directions include enhancing scalability and dataset reliability to expand these approaches across diverse proteomes.…”
Get full text

Trends in Architecture and Middleware of Radio Telescope Control System by Jun Li, Na Wang, Zhiyong Liu, Yining Song, Ning Li, Lingming Xu, Jili Wang

“…The control system architecture is the foundation for the implementation of the control system, which determines the stability, scalability, and maintainability of the control system. …”
Get full text

A Comprehensive Survey of Deep Learning Approaches in Image Processing by Maria Trigka, Elias Dritsas

“…Additionally, it highlights the potential of combining DL with emerging technologies such as edge computing and explainable artificial intelligence (AI) to address scalability and interpretability challenges. These advancements are positioned to further extend the capabilities and applications of DL, driving innovation in image processing.…”
Get full text

Integrated Dairy Production and Cattle Healthcare Management Using Blockchain NFTs and Smart Contracts by Saravanan Krishnan, Lakshmi Prabha Ganesan

“…ZK-Rollups on the Layer 2 blockchain enhance scalability, privacy, and cost-efficiency, while smart contracts automate key processes such as veterinary scheduling, medication delivery, and insurance claims, minimizing administrative overhead. …”
Get full text

Maximizing Information Dissemination in Social Network via a Fast Local Search by Lijia Tian, Xingjian Ji, Yupeng Zhou

“…Comparative tests highlight the proposed method’s robustness, scalability, and efficacy in maximizing information distribution across social networks. …”
Get full text

Sustainable Battery Biomaterials by Frank N. Crespilho, Carlos M. Costa, Senentxu Lanceros‐Méndez

“…Despite challenges such as scalability and long‐term stability, biomaterials hold the key to reshaping the landscape of energy storage technologies, offering a path toward a greener, safer, and more efficient future.…”
Get full text