Proposing novel ensemble approach of particle swarm optimized and machine learning algorithms for drought vulnerability mapping in Jharkhand, India

Spatial assessment of drought vulnerability using fuzzy-analytical hierarchical process: a case study at the Indian state of Odisha

(2021) Sunil Saha et al.   Geomatics Natural Hazards & Risk

An improved SPEI drought forecasting approach using the long short-term memory neural network

(2021) Abhirup Dikshit et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

A New Initialization Approach in Particle Swarm Optimization for Global Optimization Problems

(2021) Waqas Haider Bangyal et al.   Computational Intelligence and Neuroscience

Constructing the machine learning techniques based spatial drought vulnerability index in Karnataka state of India

(2021) Sunil Saha et al.   Journal of Cleaner Production

Applying deep learning and benchmark machine learning algorithms for landslide susceptibility modelling in Rorachu river basin of Sikkim Himalaya, India

(2021) Kanu Mandal et al.   Geoscience Frontiers

An approach to characterise spatio-temporal drought dynamics

(2020) Vitali Diaz et al.   ADVANCES IN WATER RESOURCES

Identification of patients with and without minimal hepatic encephalopathy based on gray matter volumetry using a support vector machine learning algorithm

(2020) Qiu-Feng Chen et al.   Scientific Reports

Re-epithelialization and immune cell behaviour in an ex vivo human skin model

(2020) Ana Rakita et al.   Scientific Reports

Vulnerability of vegetation activities to drought in Central Asia

(2020) Haoyu Deng et al.   Environmental Research Letters

Seoul Bike Trip Duration Prediction using Data Mining Techniques

(2020) Sathishkumar V E et al.   IET Intelligent Transport Systems

Machine learning ensemble modelling as a tool to improve landslide susceptibility mapping reliability

(2020) Mariano Di Napoli et al.   Landslides

Evaluating the Performance of Individual and Novel Ensemble of Machine Learning and Statistical Models for Landslide Susceptibility Assessment at Rudraprayag District of Garhwal Himalaya

(2020) Sunil Saha et al.   Applied Sciences-Basel

Prediction of undrained shear strength using extreme gradient boosting and random forest based on Bayesian optimization

(2020) Wengang Zhang et al.   Geoscience Frontiers

Development of composite vulnerability index and district level mapping of climate change induced drought in Tamil Nadu, India

(2020) G. Balaganesh et al.   ECOLOGICAL INDICATORS

Short-Term Spatio-Temporal Drought Forecasting Using Random Forests Model at New South Wales, Australia

(2020) Abhirup Dikshit et al.   Applied Sciences-Basel

Integration of artificial intelligence with Meta classifiers for the gully erosion susceptibility assessment in Hinglo river basin, Eastern India

(2020) Jagabandhu Roy et al.   ADVANCES IN SPACE RESEARCH

Novel Ensemble Approach of Deep Learning Neural Network (DLNN) Model and Particle Swarm Optimization (PSO) Algorithm for Prediction of Gully Erosion Susceptibility

(2020) Shahab S. Band et al.   SENSORS

Correction: Engström, J., et al. Drought Vulnerability in the United States: An Integrated Assessment. Water 2020, 12, 2033

(2020) Johanna Engström et al.   Water

3D deep learning based classification of pulmonary ground glass opacity nodules with automatic segmentation

(2020) Duo Wang et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Long lead time drought forecasting using lagged climate variables and a stacked long short-term memory model

(2020) Abhirup Dikshit et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Agricultural drought risk assessment of Northern New South Wales, Australia using geospatial techniques

(2020) Muhammad Al-Amin Hoque et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Multi-timescale assessment of propagation thresholds from meteorological to hydrological drought

(2020) Jiefeng Wu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Randomization tests as alternative analysis methods for behavior-analytic data

(2019) Andrew R. Craig et al.   JOURNAL OF THE EXPERIMENTAL ANALYSIS OF BEHAVIOR

Landslide spatial modelling using novel bivariate statistical based Naïve Bayes, RBF Classifier, and RBF Network machine learning algorithms

(2019) Qingfeng He et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A Mixed Model Approach to Vegetation Condition Prediction Using Artificial Neural Networks (ANN): Case of Kenya’s Operational Drought Monitoring

(2019) Adede et al.   Remote Sensing

Modeling monthly rainfall data using zero-adjusted models in the semi-arid, arid and extra-arid regions

(2019) Hossein Zamani et al.   METEOROLOGY AND ATMOSPHERIC PHYSICS

Gully erosion susceptibility assessment and management of hazard-prone areas in India using different machine learning algorithms

(2019) Amiya Gayen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Prediction of dissolved oxygen in urban rivers at the Three Gorges Reservoir, China: extreme learning machines (ELM) versus artificial neural network (ANN)

(2019) Senlin Zhu et al.   WATER QUALITY RESEARCH JOURNAL OF CANADA

Ensemble of optimal trees, random forest and random projection ensemble classification

(2019) Zardad Khan et al.   Advances in Data Analysis and Classification

Spatial Drought Characterization for Seyhan River Basin in the Mediterranean Region of Turkey

(2019) Yonca Cavus et al.   Water

Disease progression and treatment response in data-driven subgroups of type 2 diabetes compared with models based on simple clinical features: an analysis using clinical trial data

(2019) John M Dennis et al.   Lancet Diabetes & Endocrinology

A novel hybrid wrapper–filter approach based on genetic algorithm, particle swarm optimization for feature subset selection

(2019) Fateme Moslehi et al.   Journal of Ambient Intelligence and Humanized Computing

cvauroc: Command to compute cross-validated area under the curve for ROC analysis after predictive modeling for binary outcomes

(2019) Miguel Angel Luque-Fernandez et al.   Stata Journal

A detailed framework for the characterization of rainfall climatology in semiarid watersheds

(2019) Pedro R. Mutti et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Landslide susceptibility modeling using different artificial intelligence methods: a case study at Muong Lay district, Vietnam

(2019) Tran Van Phong et al.   Geocarto International

Forest Fire Susceptibility Modeling Using a Convolutional Neural Network for Yunnan Province of China

(2019) Guoli Zhang et al.   International Journal of Disaster Risk Science

Drought characteristics and its impact on changes in surface vegetation from 1981 to 2015 in the Yangtze River Basin, China

(2019) Weixia Jiang et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Dynamic drought risk assessment for maize based on crop simulation model and multi-source drought indices

(2019) Feng Zhang et al.   JOURNAL OF CLEANER PRODUCTION

Improved landslide assessment using support vector machine with bagging, boosting, and stacking ensemble machine learning framework in a mountainous watershed, Japan

(2019) Jie Dou et al.   Landslides

Future Changes in Precipitation and Drought Characteristics over Bangladesh Under CMIP5 Climatological Projections

(2019) Kamruzzaman et al.   Water

Landslide Susceptibility Mapping Combining Information Gain Ratio and Support Vector Machines: A Case Study from Wushan Segment in the Three Gorges Reservoir Area, China

(2019) Lanbing Yu et al.   Applied Sciences-Basel

Spatio-temporal patterns of energy exchange and evapotranspiration during an intense drought for drylands in Brazil

(2019) Carlos A. C. dos Santos et al.   International Journal of Applied Earth Observation and Geoinformation

An improved Stacking framework for stock index prediction by leveraging tree-based ensemble models and deep learning algorithms

(2019) Minqi Jiang et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Assessing drought vulnerability using geospatial techniques in northwestern part of Bangladesh

(2019) Muhammad Al-Amin Hoque et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Estimating the Impact of Drought on Agriculture Using the U.S. Drought Monitor

(2018) Yusuke Kuwayama et al.   AMERICAN JOURNAL OF AGRICULTURAL ECONOMICS

Review on landslide susceptibility mapping using support vector machines

(2018) Yu Huang et al.   CATENA

Landslide susceptibility mapping using J48 Decision Tree with AdaBoost, Bagging and Rotation Forest ensembles in the Guangchang area (China)

(2018) Haoyuan Hong et al.   CATENA

Trans-boundary variations of urban drought vulnerability and its impact on water resource management in Singapore and Johor, Malaysia

(2018) C Joon Chuah et al.   Environmental Research Letters

Spatial prediction of rainfall-induced shallow landslides using gene expression programming integrated with GIS: a case study in Vietnam

(2018) Nhat-Duc Hoang et al.   NATURAL HAZARDS

Applying genetic algorithms to set the optimal combination of forest fire related variables and model forest fire susceptibility based on data mining models. The case of Dayu County, China

(2018) Haoyuan Hong et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Forest-rainfall cascades buffer against drought across the Amazon

(2018) Arie Staal et al.   Nature Climate Change

A novel ensemble approach of bivariate statistical-based logistic model tree classifier for landslide susceptibility assessment

(2018) Wei Chen et al.   Geocarto International

Machine learning for identifying Randomized Controlled Trials: An evaluation and practitioner's guide

(2018) Iain J. Marshall et al.   Research Synthesis Methods

Assessing regional drought impacts on vegetation and evapotranspiration: a case study in Guanacaste, Costa Rica

(2018) Savannah S. Cooley et al.   ECOLOGICAL APPLICATIONS

Online load frequency control in wind integrated power systems using modified Jaya optimization

(2018) Chittaranjan Pradhan et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Iris tissue recognition based on GLDM feature extraction and hybrid MLPNN-ICA classifier

(2018) Neda Ahmadi et al.   NEURAL COMPUTING & APPLICATIONS

Computational discovery of dynamic cell line specific Boolean networks from multiplex time-course data

(2018) Misbah Razzaq et al.   PLoS Computational Biology

Future increases in irrigation water requirement challenge the water-food nexus in the northeast farming region of China

(2018) Hanqing Xu et al.   AGRICULTURAL WATER MANAGEMENT

Landslide susceptibility modeling using Reduced Error Pruning Trees and different ensemble techniques: Hybrid machine learning approaches

(2018) Binh Thai Pham et al.   CATENA

Potential increase in coastal wetland vulnerability to sea-level rise suggested by considering hydrodynamic attenuation effects

(2017) José F. Rodríguez et al.   Nature Communications

Spatial prediction of rainfall-induced shallow landslides using hybrid integration approach of Least-Squares Support Vector Machines and differential evolution optimization: a case study in Central Vietnam

(2016) Dieu Tien Bui et al.   International Journal of Digital Earth

A Note on an Improved Self-Healing Group Key Distribution Scheme

(2015) Hua Guo et al.   SENSORS

Impact of interleukin-10 and interleukin-28 gene polymorphisms on the development and course of lupus nephritis

(2015) T. N. Krasnova et al.   TERAPEVTICHESKII ARKHIV

Flood susceptibility mapping using a novel ensemble weights-of-evidence and support vector machine models in GIS

(2014) Mahyat Shafapour Tehrany et al.   JOURNAL OF HYDROLOGY

Performance evaluation of AquaCrop model for maize crop in a semi-arid environment

(2012) M. Abedinpour et al.   AGRICULTURAL WATER MANAGEMENT

Climate change impacts, adaptive capacity, and vulnerability of European forest ecosystems

(2009) Marcus Lindner et al.   FOREST ECOLOGY AND MANAGEMENT