MILLION: A General Multi-Objective Framework with Controllable Risk for Portfolio Management

L Deng, T Wang, Y Zhao, K Zheng - arxiv preprint arxiv:2412.03038, 2024 - arxiv.org
Portfolio management is an important yet challenging task in AI for FinTech, which aims to
allocate investors' budgets among different assets to balance the risk and return of an …

[PDF][PDF] Aspects of Deep Spatio-Temporal Analytics for Time Series, Streaming, and Trajectory Data

H Miao - 2024 - vbn.aau.dk
The widespread deployment of wireless and mobile devices results in a proliferation of
spatio-temporal data (eg, time series, streaming, and trajectory data) that is essential for …

Hptc: A Hierarchical and Parallel Clustering Method for Large-Scale Trajectories

Z Yu, C Tian, K Jiao, C Liu, M Yang, S Han - Available at SSRN 5084791 - papers.ssrn.com
The clustering problem, which categorizes trajectories based on their spatial similarity, is
essential for location-based services. Existing trajectory clustering algorithms are generally …