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Asset Management

Asset management in ML is a discipline that offers engineers the necessary management support for processes and operations on different types of ML assets.

Papers

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Showing 1–50 of 87 papers

TitleStatusHype
Machine Learning in Asset Management—Part 2: Portfolio Construction—Weight Optimization. The Journal of Financial Data ScienceCode2
SEBERTNets: Sequence Enhanced BERT Networks for Event Entity Extraction Tasks Oriented to the Finance FieldCode2
Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading StrategiesCode2
Consistency^2: Consistent and Fast 3D Painting with Latent Consistency ModelsCode1
Hierarchical Bayesian Modelling for Knowledge Transfer Across Engineering Fleets via Multitask LearningCode1
Semi-supervised Anomaly Detection using AutoEncodersCode1
AI in Asset Management and Rebellion Research—0
A Maintenance Planning Framework using Online and Offline Deep Reinforcement Learning—0
Application of Deep Learning for Factor Timing in Asset Management—0
Asset management, condition monitoring and Digital Twins: damage detection and virtual inspection on a reinforced concrete bridge—0
Asset management with an ESG mandate—0
Automated Pavement Cracks Detection and Classification Using Deep Learning—0
Bridging the gap between Markowitz planning and deep reinforcement learning—0
Can Interpretable Reinforcement Learning Manage Prosperity Your Way?—0
Climate Physical Risk Assessment in Asset Management—0
Combining Unsupervised and Supervised Learning for Asset Class Failure Prediction in Power Systems—0
Concepts, Components and Collections of Trading Strategies and Market Color—0
Conditional Transfer with Dense Residual Attention: Synthesizing traffic signs from street-view imagery—0
Connecting Sharpe ratio and Student t-statistic, and beyond—0
Cost-informed dimensionality reduction for structural digital twin technologies—0
CrosswalkNet: An Optimized Deep Learning Framework for Pedestrian Crosswalk Detection in Aerial Images with High-Performance Computing—0
Cyberphysical Sequencing for Distributed Asset Management with Broad Traceability—0
Data Fusion and Machine Learning Integration for Transformer Loss of Life Estimation—0
Deep Learning Framework for Infrastructure Maintenance: Crack Detection and High-Resolution Imaging of Infrastructure Surfaces—0
Degradation-Aware Microgrid Optimal Planning: Integrating Dynamic Energy Efficiencies and Second-Life Battery Potential—0
A General Framework on Enhancing Portfolio Management with Reinforcement Learning—0
Dynamic portfolio strategy using clustering approach—0
Dynamic relationship between XRP price and correlation tensor spectra of the transaction network—0
EdgeMLOps: Operationalizing ML models with Cumulocity IoT and thin-edge.io for Visual quality Inspection—0
Enhancement of Power Equipment Management Using Knowledge Graph—0
ETF Portfolio Construction via Neural Network trained on Financial Statement Data—0
Fortify Your Defenses: Strategic Budget Allocation to Enhance Power Grid Cybersecurity—0
From Deep Learning to LLMs: A survey of AI in Quantitative Investment—0
Graphical Models for Financial Time Series and Portfolio Selection—0
Large-scale empirical study on pairs trading for all possible pairs of stocks listed on the first section of the Tokyo Stock Exchange—0
Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids—0
Liquidity Stress Testing in Asset Management -- Part 1. Modeling the Liability Liquidity Risk—0
Liquidity Stress Testing in Asset Management -- Part 2. Modeling the Asset Liquidity Risk—0
Liquidity Stress Testing in Asset Management -- Part 3. Managing the Asset-Liability Liquidity Risk—0
Long short-term memory networks and laglasso for bond yield forecasting: Peeping inside the black box—0
Long-Term Modeling of Financial Machine Learning for Active Portfolio Management—0
MACeIP: A Multimodal Ambient Context-enriched Intelligence Platform in Smart Cities—0
VideoMap: Supporting Video Editing Exploration, Brainstorming, and Prototyping in the Latent Space—0
A Big data analytical framework for portfolio optimization—0
Adaptive Liquidity Provision in Uniswap V3 with Deep Reinforcement Learning—0
A deep adversarial approach based on multi-sensor fusion for remaining useful life prognostics—0
A Deep Neural Networks Approach for Pixel-Level Runway Pavement Crack Segmentation Using Drone-Captured Images—0
A deep reinforcement learning model for predictive maintenance planning of road assets: Integrating LCA and LCCA—0
The Role of Deep Learning in Financial Asset Management: A Systematic Review—0
Towards Automated Solution Recipe Generation for Industrial Asset Management with LLM—0
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