A5019992844- Machine Learning and Algorithms
- Computational and Text Analysis Methods
- Bayesian Methods and Mixture Models
- Web Data Mining and Analysis
- Stock Market Forecasting Methods
- Solar Radiation and Photovoltaics
- Digital Media and Visual Art
- Topic Modeling
- Neural Networks and Applications
- Natural Language Processing Techniques
- Energy Load and Power Forecasting
- Diverse Topics in Contemporary Research
- Advanced Statistical Methods and Models
University of Notre Dame
2024
China Academy of Art
2024
Monash University
2021
National Society of Professional Engineers
2021
Predicting the direction of stock market has always been a huge challenge. Also, way forecasting reduces risk in financial market, thus ensuring that brokers can make normal returns. Despite complexities challenge increasingly addressed by experts variety disciplines, including economics, statistics, and computer science. The introduction machine learning, in-depth understanding prospects doing many experiments to predict future so price trend different degrees success. In this paper, we...
We study the sample complexity of prototypical tasks quantum purity estimation and inner product estimation. In estimation, we are to estimate $tr(\rho^2)$ an unknown state $\rho$ additive error $\epsilon$. Meanwhile, for Alice Bob $tr(\rho\sigma)$ $\epsilon$ given copies $\sigma$ using classical communication restricted communication. this paper, show a strong connection between with bounded memory unentangled measurements. propose protocol that solves $k$-qubit one-way local measurements...
Photovoltaics (PV) can convert sunlight into electricity by making use of the photovoltaic effect. Solar panels consist cells made semiconductor materials (such as silicon) to utilise effect and direct current (DC) electricity. Nowadays, PV has become cheapest electrical power source with low price bids panel prices. The competitiveness makes it a potential path mitigate global warming. In this paper, we investigate relationship PC array output irradiance temperature, performance over 24...