Anastasios Doulamis

Anastasios Doulamis

National Technical University

H-index: 47

Asia-Mongolia

About Anastasios Doulamis

Anastasios Doulamis, With an exceptional h-index of 47 and a recent h-index of 36 (since 2020), a distinguished researcher at National Technical University, specializes in the field of image processing, computer vision, artificial intelligence, machine learning, multimedia.

His recent articles reflect a diverse array of research interests and contributions to the field:

C2A-DC: A context-aware adaptive data cube framework for environmental monitoring and climate change crisis management

Multi-scale Intervention Planning based on Generative Design

INCAD: 2D VECTOR DRAWINGS CREATION USING INSTANCE SEGMENTATION

the Plegma dataset: Domestic appliance-level and aggregate electricity demand with metadata from Greece

Learning using privileged information for segmenting tumors on digital mammograms

Uncertainty estimation in spatial interpolation of satellite precipitation with ensemble learning

Quantifying predictive uncertainty in satellite precipitation data correction using ensemble learning

Predictive uncertainty estimation in satellite precipitation data correction using machine learning

Anastasios Doulamis Information

University

Position

___

Citations(all)

12065

Citations(since 2020)

8035

Cited By

6498

hIndex(all)

47

hIndex(since 2020)

36

i10Index(all)

180

i10Index(since 2020)

97

Email

University Profile Page

National Technical University

Google Scholar

View Google Scholar Profile

Anastasios Doulamis Skills & Research Interests

image processing

computer vision

artificial intelligence

machine learning

multimedia

Top articles of Anastasios Doulamis

Title

Journal

Author(s)

Publication Date

C2A-DC: A context-aware adaptive data cube framework for environmental monitoring and climate change crisis management

Remote Sensing Applications: Society and Environment

Anastasios Temenos

Nikos Temenos

Ioannis N Tzortzis

Ioannis Rallis

Anastasios Doulamis

...

2024/2/16

Multi-scale Intervention Planning based on Generative Design

arXiv preprint arXiv:2404.15492

Ioannis Kavouras

Ioannis Rallis

Emmanuel Sardis

Eftychios Protopapadakis

Anastasios Doulamis

...

2024/4/23

INCAD: 2D VECTOR DRAWINGS CREATION USING INSTANCE SEGMENTATION

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Thodoris Betsas

Andreas Georgopoulos

Anastasios Doulamis

2024/2/14

the Plegma dataset: Domestic appliance-level and aggregate electricity demand with metadata from Greece

Scientific Data

Sotirios Athanasoulias

Fernanda Guasselli

Nikolaos Doulamis

Anastasios Doulamis

Nikolaos Ipiotis

...

2024/4/12

Learning using privileged information for segmenting tumors on digital mammograms

arXiv preprint arXiv:2402.06379

Ioannis N Tzortzis

Konstantinos Makantasis

Ioannis Rallis

Nikolaos Bakalos

Anastasios Doulamis

...

2024/2/9

Uncertainty estimation in spatial interpolation of satellite precipitation with ensemble learning

arXiv preprint arXiv:2403.10567

Georgia Papacharalampous

Hristos Tyralis

Nikolaos Doulamis

Anastasios Doulamis

2024/3/14

Quantifying predictive uncertainty in satellite precipitation data correction using ensemble learning

Georgia Papacharalampous

Hristos Tyralis

Nikolaos Doulamis

Anastasios Doulamis

2024/3/7

Predictive uncertainty estimation in satellite precipitation data correction using machine learning

Hristos Tyralis

Georgia Papacharalampous

Nikolaos Doulamis

Anastasios Doulamis

2024/3/7

Goat-CNN: A Lightweight Convolutional Neural Network for Pose-independent Body Condition Score Estimation in Goats

Journal of Agriculture and Food Research

Anastasios Temenos

Athanasios Voulodimos

Vera Korelidou

Athanasios Gelasakis

Dimitrios Kalogeras

...

2024/5/1

Performance comparison of physics-based and machine learning assisted multi-fidelity methods for the management of coastal aquifer systems

Frontiers in Water

George Kopsiaftis

Maria Kaselimi

Eftychios Protopapadakis

Athanasios Voulodimos

Anastasios Doulamis

...

2023/6/30

Investigating the Impact of a Low-Rank Tensor-Based Approach on Deforestation Imagery

Charalampos Zafeiropoulos

Ioannis N Tzortzis

Eftychios Protopapadakis

Maria Kaselimi

Anastasios Doulamis

...

2023/10/16

Large-scale comparison of machine and statistical learning algorithms for blending gridded satellite and earth-observed precipitation data

EGU General Assembly Conference Abstracts

Georgia Papacharalampous

Hristos Tyralis

Anastasios Doulamis

Nikolaos Doulamis

2023/2/22

A low-cost gamified urban planning methodology enhanced with co-creation and participatory approaches

Sustainability

Ioannis Kavouras

Emmanuel Sardis

Eftychios Protopapadakis

Ioannis Rallis

Anastasios Doulamis

...

2023/1/26

Merging satellite and gauge-measured precipitation using LightGBM with an emphasis on extreme quantiles

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Hristos Tyralis

Georgia Papacharalampous

Nikolaos Doulamis

Anastasios Doulamis

2023/7/19

Continilm: A Continual Learning Scheme for Non-Intrusive Load Monitoring

Stavros Sykiotis

Maria Kaselimi

Anastasios Doulamis

Nikolaos Doulamis

2023/6/4

A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation

Iason Katsamenis

Eftychios Protopapadakis

Nikolaos Bakalos

Andreas Varvarigos

Anastasios Doulamis

...

2023/10/16

Fusion of satellite precipitation products and ground-based measurements using LightGBM with a focus on extreme quantiles

EGU General Assembly Conference Abstracts

Hristos Tyralis

Georgia Papacharalampous

Anastasios Doulamis

Nikolaos Doulamis

2023/2/22

Large-scale comparison of ensemble learners for merging satellite and earth-observed precipitation data

Hristos Tyralis

Georgia Papacharalampous

Anastasios Doulamis

Nikolaos Doulamis

2023

OPT-NILM: An Iterative Prior-to-Full-Training Pruning Approach for Cost-Effective User Side Energy Disaggregation

IEEE Transactions on Consumer Electronics

Sotirios Athanasoulias

Stavros Sykiotis

Maria Kaselimi

Anastasios Doulamis

Nikolaos Doulamis

...

2023/10/13

A Transformer Model for Ionospheric TEC Prediction Using GNSS Observations

EGU General Assembly Conference Abstracts

Maria Kaselimi

Nikolaos Doulamis

Anastasios Doulamis

Demitris Delikaraoglou

2023/5

See List of Professors in Anastasios Doulamis University(National Technical University)