Papers Asset Management
“Asset Management” 태그가 달린 논문 87편 · 필터 해제
CrosswalkNet: An Optimized Deep Learning Framework for Pedestrian Crosswalk Detection in Aerial Images with High-Performance Computing
With the increasing availability of aerial and satellite imagery, deep learning presents significant potential for transportation asset management, safety analysis, and urban planning. This study introduces CrosswalkNet,…
Asset Managementobject-detectionObject DetectionTransfer LearningDeep Learning Framework for Infrastructure Maintenance: Crack Detection and High-Resolution Imaging of Infrastructure Surfaces
Recently, there has been an impetus for the application of cutting-edge data collection platforms such as drones mounted with camera sensors for infrastructure asset management. However, the sensor characteristics, proxi…
Asset ManagementManagementSuper-ResolutionClimate Physical Risk Assessment in Asset Management
Climate-related phenomena are increasingly affecting regions worldwide, manifesting as floods, water scarcity, and heat waves, which can significantly impair companies' assets and productivity. We develop a framework, ba…
Asset ManagementManagementFrom Deep Learning to LLMs: A survey of AI in Quantitative Investment
Quantitative investment (quant) is an emerging, technology-driven approach in asset management, increasingy shaped by advancements in artificial intelligence. Recent advances in deep learning and large language models (L…
Asset ManagementDeep LearningManagementDegradation-Aware Microgrid Optimal Planning: Integrating Dynamic Energy Efficiencies and Second-Life Battery Potential
Traditional microgrid planning often overlooks PV and BESS degradation or relies on complex, downscaled models, leading to unreliable, costly and suboptimal investment decisions. This paper presents a degradation-based i…
Asset ManagementThe Role of Deep Learning in Financial Asset Management: A Systematic Review
This review systematically examines deep learning applications in financial asset management. Unlike prior reviews, this study focuses on identifying emerging trends, such as the integration of explainable artificial int…
ArticlesAsset ManagementDeep LearningDeep Reinforcement Learning+4EdgeMLOps: Operationalizing ML models with Cumulocity IoT and thin-edge.io for Visual quality Inspection
This paper introduces EdgeMLOps, a framework leveraging Cumulocity IoT and thin-edge.io for deploying and managing machine learning models on resource-constrained edge devices. We address the challenges of model optimiza…
Asset ManagementManagementModel OptimizationQuantization+1SaliencyI2PLoc: saliency-guided image-point cloud localization using contrastive learning
Image to point cloud global localization is crucial for robot navigation in GNSS-denied environments and has become increasingly important for multi-robot map fusion and urban asset management. The modality gap between i…
Asset ManagementContrastive LearningRobot NavigationProc-GS: Procedural Building Generation for City Assembly with 3D Gaussians
Buildings are primary components of cities, often featuring repeated elements such as windows and doors. Traditional 3D building asset creation is labor-intensive and requires specialized skills to develop design rules. …
Asset ManagementManagementBenchmarking pre-trained text embedding models in aligning built asset information
Accurate mapping of the built asset information to established data classification systems and taxonomies is crucial for effective asset management, whether for compliance at project handover or ad-hoc data integration s…
Asset ManagementBenchmarkingData IntegrationDomain Adaptation+2Predictive Digital Twin for Condition Monitoring Using Thermal Imaging
This paper explores the development and practical application of a predictive digital twin specifically designed for condition monitoring, using advanced mathematical models and thermal imaging techniques. Our work prese…
Anomaly DetectionAsset ManagementManagementRebalancing-versus-Rebalancing: Improving the fidelity of Loss-versus-Rebalancing
Automated Market Makers (AMMs) hold assets and are constantly being rebalanced by external arbitrageurs to match external market prices. Loss-versus-rebalancing (LVR) is a pivotal metric for measuring how an AMM pool per…
Asset ManagementManagementFAMMA: A Benchmark for Financial Domain Multilingual Multimodal Question Answering
In this paper, we introduce FAMMA, an open-source benchmark for \underline{f}in\underline{a}ncial \underline{m}ultilingual \underline{m}ultimodal question \underline{a}nswering (QA). Our benchmark aims to evaluate the ab…
Asset ManagementQuestion AnsweringMACeIP: A Multimodal Ambient Context-enriched Intelligence Platform in Smart Cities
This paper presents a Multimodal Ambient Context-enriched Intelligence Platform (MACeIP) for Smart Cities, a comprehensive system designed to enhance urban management and citizen engagement. Our platform integrates advan…
Asset ManagementCloud ComputingManagementCost-informed dimensionality reduction for structural digital twin technologies
Classification models are a key component of structural digital twin technologies used for supporting asset management decision-making. An important consideration when developing classification models is the dimensionali…
Asset ManagementDecision MakingDimensionality ReductionManagementTowards Automated Solution Recipe Generation for Industrial Asset Management with LLM
This study introduces a novel approach to Industrial Asset Management (IAM) by incorporating Conditional-Based Management (CBM) principles with the latest advancements in Large Language Models (LLMs). Our research introd…
Asset ManagementManagementRecipe GenerationSupervised Learning based Method for Condition Monitoring of Overhead Line Insulators using Leakage Current Measurement
As a new practical and economical solution to the aging problem of overhead line (OHL) assets, the technical policies of most power grid companies in the world experienced a gradual transition from scheduled preventive m…
Asset ManagementManagementMonte Carlo Planning for Stochastic Control on Constrained Markov Decision Processes
In the world of stochastic control, especially in economics and engineering, Markov Decision Processes (MDPs) can effectively model various stochastic decision processes, from asset management to transportation optimizat…
Asset ManagementDisentanglementConsistency^2: Consistent and Fast 3D Painting with Latent Consistency Models
Generative 3D Painting is among the top productivity boosters in high-resolution 3D asset management and recycling. Ever since text-to-image models became accessible for inference on consumer hardware, the performance of…
Asset ManagementDenoisingManagementAutomated Pavement Cracks Detection and Classification Using Deep Learning
Monitoring asset conditions is a crucial factor in building efficient transportation asset management. Because of substantial advances in image processing, traditional manual classification has been largely replaced by s…
Asset ManagementDeep LearningManagement