Konstantinos Demertzis - Publications, H-index & Citations

Konstantinos Demertzis

Democritus University of Thrace

28H指数

129论文数

2.5K被引数

收录论文 10

发表时间

Classification of buildings' potential for seismic damage using a machine learning model with auto hyperparameter tuning

ENGINEERING STRUCTURES

IF6.4

2023-09-01

PREAI

Kostinakis, Konstantinos; Morfidis, Konstantinos; Demertzis, Konstantinos; Iliadis, Lazaros

Interpretable Machine Learning for Assessing the Cumulative Damage of a Reinforced Concrete Frame Induced by Seismic Sequences 可解释的机器学习，用于评估地震序列引起的钢筋混凝土框架的累积损伤

SUSTAINABILITY

IF3.3

2023-08-23

OAAI

Lazaridis, Petros C.; Kavvadias, Ioannis E.; Demertzis, Konstantinos; Iliadis, Lazaros; Vasiliadis, Lazaros K.

An interpretable machine learning method for the prediction of R/C buildings' seismic response

JOURNAL OF BUILDING ENGINEERING

IF7.4

2023-01-01

OAAI

Demertzis, Konstantinos; Kostinakis, Konstantinos; Morfidis, Konstantinos; Iliadis, Lazaros

An explainable semi-personalized federated learning model 一种可解释的半个性化联邦学习模型

INTEGRATED COMPUTER-AIDED ENGINEERING

IF5.3

2022-08-26

PREAI

Demertzis, Konstantinos; Iliadis, Lazaros; Kikiras, Panagiotis; Pimenidis, Elias

A Comprehensive Survey on Nanophotonic Neural Networks: Architectures, Training Methods, Optimization, and Activations Functions

SENSORS

IF3.5

2022-01-18

OAAI

Demertzis, Konstantinos; Papadopoulos, Georgios D.; Iliadis, Lazaros; Magafas, Lykourgos

Geo-AI to aid disaster response by memory-augmented deep reservoir computing

INTEGRATED COMPUTER-AIDED ENGINEERING

IF5.3

2021-08-27

PREAI

Demertzis, Konstantinos; Iliadis, Lazaros; Pimenidis, Elias

A Dynamic Intelligent Policies Analysis Mechanism for Personal Data Processing in the IoT Ecosystem

BIG DATA AND COGNITIVE COMPUTING

IF4.4

2020-04-27

OAAI

Demertzis, Konstantinos; Rantos, Konstantinos; Drosatos, George

Commentary: Aedes albopictus and Aedes japonicus-two invasive mosquito species with different temperature niches in Europe

FRONTIERS IN ENVIRONMENTAL SCIENCE

IF3.7

2017-12-11

OAAI

Demertzis, Konstantinos; Iliadis, Lazaros; Anezakis, Vardis-Dimitrios

Comparative analysis of exhaust emissions caused by chainsaws with soft computing and statistical approaches

INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY

IF3.4

2017-09-25

OAAI

Dimou, V.; Anezakis, V. -D.; Demertzis, K.; Iliadis, L.

Fast and low cost prediction of extreme air pollution values with hybrid unsupervised learning 基于混合无监督学习的空气污染极值快速低成本预测

INTEGRATED COMPUTER-AIDED ENGINEERING

IF5.3

2016-03-07

PREAI

Bougoudis, Ilias; Demertzis, Konstantinos; Iliadis, Lazaros

研究方向