An Improved Transfer Learning Model for Cyanobacterial Bloom Concentration Prediction

An Improved Deep Network-Based Scene Classification Method for Self-driving Cars

(2022) Jianjun Ni et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

A deep learning method for cyanobacterial harmful algae blooms prediction in Taihu Lake, China

(2022) Hongye Cao et al.   HARMFUL ALGAE

Temporal dependence of chlorophyll a–nutrient relationships in Lake Taihu: Drivers and management implications

(2022) Wei Zou et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Influence of Cyanobacterial Blooms and Environmental Variation on Zooplankton and Eukaryotic Phytoplankton in a Large, Shallow, Eutrophic Lake in China

(2021) Kun Zhao et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A Review of Recent Machine Learning Advances for Forecasting Harmful Algal Blooms and Shellfish Contamination

(2021) Rafaela C. Cruz et al.   Journal of Marine Science and Engineering

An Improved Attention-Based Integrated Deep Neural Network for PM2.5 Concentration Prediction

(2021) Pengfei Shi et al.   Applied Sciences-Basel

Synthetic Deep Neural Network Design for Lidar-inertial Odometry Based on CNN and LSTM

(2021) Hyunjin Son et al.   INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS

A Review on Medical Textual Question Answering Systems Based on Deep Learning Approaches

(2021) Emmanuel Mutabazi et al.   Applied Sciences-Basel

Double-layer staged training echo-state networks for wind speed prediction using variational mode decomposition

(2021) Yulong Bai et al.   APPLIED ENERGY

A conceptual study of transfer learning with linear models for data-driven property prediction

(2021) Bowen Li et al.   COMPUTERS & CHEMICAL ENGINEERING

Developing a novel framework for forecasting groundwater level fluctuations using Bi-directional Long Short-Term Memory (BiLSTM) deep neural network

(2021) Redvan Ghasemlounia et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Time series and neural network to forecast water quality parameters using satellite data

(2021) Maryam R. Al Shehhi et al.   CONTINENTAL SHELF RESEARCH

Toxic effects, mechanisms, and ecological impacts of harmful algal blooms in China

(2021) Tian Yan et al.   HARMFUL ALGAE

Cyanobacterial blooms in China: diversity, distribution, and cyanotoxins

(2021) Da Huo et al.   HARMFUL ALGAE

Prediction of harmful algal blooms in large water bodies using the combined EFDC and LSTM models

(2021) Lei Zheng et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Growth limitation status and its role in interpreting chlorophyll a response in large and shallow lakes: A case study in Lake Okeechobee

(2021) Tao Xu et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Individual-based modelling of cyanobacteria blooms: Physical and physiological processes

(2021) Mohammad Hassan Ranjbar et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Application of Improved LSTM Algorithm in Macroeconomic Forecasting

(2021) Shijun Chen et al.   Computational Intelligence and Neuroscience

A novel hourly PM2.5 concentration prediction model based on feature selection, training set screening, and mode decomposition-reorganization

(2021) Wei Sun et al.   Sustainable Cities and Society

Jointly modeling transfer learning of industrial chain information and deep learning for stock prediction

(2021) Dingming Wu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Relationship between cyanobacterial bloom impacted drinking water sources and hepatocellular carcinoma incidence rates

(2020) Tyler Gorham et al.   HARMFUL ALGAE

A Survey on Theories and Applications for Self-Driving Cars Based on Deep Learning Methods

(2020) Jianjun Ni et al.   Applied Sciences-Basel

A Comprehensive Survey on Transfer Learning

(2020) Fuzhen Zhuang et al.   PROCEEDINGS OF THE IEEE

Transfer learning for neural network model in chlorophyll-a dynamics prediction

(2019) Wenchong Tian et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Improving air quality prediction accuracy at larger temporal resolutions using deep learning and transfer learning techniques

(2019) Jun Ma et al.   ATMOSPHERIC ENVIRONMENT

Multi-factor identification and modelling analyses for managing large river algal blooms

(2019) Rui Xia et al.   ENVIRONMENTAL POLLUTION

Modeling nitrogen export from 2539 lowland artificial watersheds in Lake Taihu Basin, China: Insights from process-based modeling

(2019) Jiacong Huang et al.   JOURNAL OF HYDROLOGY

A Review of Deep Learning Models for Time Series Prediction

(2019) Zhongyang Han et al.   IEEE SENSORS JOURNAL

Bloom-forming cyanobacteria and cyanotoxins in Argentina: A growing health and environmental concern

(2018) Anabella Aguilera et al.   LIMNOLOGICA

Improved Prediction of Harmful Algal Blooms in Four Major South Korea’s Rivers Using Deep Learning Models

(2018) Sangmok Lee et al.   International Journal of Environmental Research and Public Health

Generalized online transfer learning for climate control in residential buildings

(2017) Thomas Grubinger et al.   ENERGY AND BUILDINGS

An overview of cyanobacterial bloom occurrences and research in Africa over the last decade

(2016) L.L. Ndlela et al.   HARMFUL ALGAE

A review of reproductive toxicity of microcystins

(2016) Liang Chen et al.   JOURNAL OF HAZARDOUS MATERIALS

Transfer learning for short-term wind speed prediction with deep neural networks

(2016) Qinghua Hu et al.   RENEWABLE ENERGY

Satellite analysis to identify changes and drivers of CyanoHABs dynamics in Lake Taihu

(2016) Y. Zhang et al.   Water Science and Technology-Water Supply

Forecasting of chlorophyll-a concentrations in South San Francisco Bay using five different models

(2015) Taher Rajaee et al.   APPLIED OCEAN RESEARCH

Deep learning

(2015) Yann LeCun et al.   NATURE

Evaluation of a Modified Monod Model for Predicting Algal Dynamics in Lake Tai

(2015) Jian Huang et al.   Water

Cyanobacteria-/cyanotoxin-contaminations and eutrophication status before Wuxi Drinking Water Crisis in Lake Taihu, China

(2011) Yongmei Liu et al.   JOURNAL OF ENVIRONMENTAL SCIENCES

Microcystin-LR induces cytoskeleton system reorganization through hyperphosphorylation of tau and HSP27 via PP2A inhibition and subsequent activation of the p38 MAPK signaling pathway in neuroendocrine (PC12) cells

(2011) Guanmin Meng et al.   TOXICOLOGY

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING