Jan Adamowski

Environmental Engineering · 2000–2020

A researcher in the Science corpus: 20 papers; trusts 73 researchers and is trusted by 47 researchers here, as inferred from the citation graph.

Subfields

Environmental Engineering — 140 citations into it; #213 of 5,479 by trust here, #223 by citations
Water Science and Technology — 92 citations into it; #88 of 1,711 by trust here, #279 by citations
Artificial Intelligence — 90 citations into it
Global and Planetary Change — 87 citations into it; #1,013 of 10,225 by trust here, #1,710 by citations
Electrical and Electronic Engineering — 62 citations into it; #1,472 of 16,539 by trust here, #3,918 by citations
Statistics and Probability — 22 citations into it
Management Science and Operations Research — 20 citations into it
Computer Vision and Pattern Recognition — 18 citations into it

Whom Jan Adamowski trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

Who trusts Jan Adamowski overall

Papers from Jan Adamowski's perspective

Ordered by how strongly the researchers Jan Adamowski trusts endorse each paper. Same corpus, a different order for every researcher.

ImageNet classification with deep convolutional neural networks
Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
Gradient-based learning applied to document recognition
Support-Vector Networks
Long Short-Term Memory
The Nature of Statistical Learning Theory
Statistical Learning Theory
Neural Networks for Pattern Recognition
Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)

Their papers

Development of a coupled wavelet transform and neural network method for flow forecasting of non-perennial rivers in semi-arid watersheds. (2010) — 414 citations
Applications of hybrid wavelet–Artificial Intelligence models in hydrology: A review (2014) — 675 citations
Long-term SPI drought forecasting in the Awash River Basin in Ethiopia using wavelet neural network and wavelet support vector regression models (2014) — 428 citations
Stream-flow forecasting using extreme learning machines: a case study in a semi-arid region in Iraq (2016) — 299 citations
Forecasting effective drought index using a wavelet extreme learning machine (W-ELM) model (2017) — 220 citations
Using ensembles of adaptive neuro-fuzzy inference system and optimization algorithms to predict reference evapotranspiration in subtropical climatic zones (2020) — 75 citations
Short-term water quality variable prediction using a hybrid CNN–LSTM deep learning model (2020) — 478 citations
Soil fragmentation and aggregate stability as affected by conventional tillage implements and relations with fractal dimensions (2020) — 69 citations
Evaluation of data-driven models (SVR and ANN) for groundwater-level prediction in confined and unconfined systems (2019) — 76 citations
A comparative assessment of flood susceptibility modeling using Multi-Criteria Decision-Making Analysis and Machine Learning Methods (2019) — 629 citations
Coupling the maximum overlap discrete wavelet transform and long short-term memory networks for irrigation flow forecasting (2019) — 97 citations
An ensemble prediction of flood susceptibility using multivariate discriminant analysis, classification and regression trees, and support vector machines. (2019) — 688 citations
On the applicability of maximum overlap discrete wavelet transform integrated with MARS and M5 model tree for monthly pan evaporation prediction (2019) — 98 citations
Evaluation of data driven models for river suspended sediment concentration modeling (2016) — 121 citations
Bootstrap rank‐ordered conditional mutual information (broCMI): A nonlinear input variable selection method for water resources modeling (2016) — 85 citations
Using discrete wavelet transforms to analyze trends in streamflow and precipitation in Quebec and Ontario (1954–2008) (2012) — 261 citations
Comparison of multiple linear and nonlinear regression, autoregressive integrated moving average, artificial neural network, and wavelet artificial neural network methods for urban water demand forecasting in Montreal, Canada (2012) — 460 citations
Development of a new method of wavelet aided trend detection and estimation (2009) — 149 citations
Parity symmetry and energy spectrum of excitons in coupled self-assembled quantum dots (2001) — 132 citations
Electron pair in a Gaussian confining potential (2000) — 189 citations