List of works - Alexandros Iosifidis

Automatic image‐based identification and biomass estimation of invertebrates

scientific article

Bag of Color Features for Color Constancy

scientific article published in 2020

Benchmark database for fine-grained image classification of benthic macroinvertebrates

scientific article

Color Constancy Convolutional Autoencoder

scientific article published in December 2019

Constructing Neural Network Based Models for Simulating Dynamical Systems

scientific article published on 16 November 2022

Deep Adaptive Input Normalization for Time Series Forecasting

scientific article published on 18 December 2019

Deep learning and computer vision will transform entomology

scientific article published on 12 January 2021

Ellipsoidal Subspace Support Vector Data Description

scientific article published in 2020

Ensembling Object Detectors for Image and Video Data Analysis

scientific article

Exploiting heterogeneity in operational neural networks by synaptic plasticity

scientific article

Forecasting Financial Time Series Using Robust Deep Adaptive Input Normalization

scientific article

Graph Embedded Extreme Learning Machine

scientific article published on 2 March 2015

Human Action Recognition Using Recurrent Bag-of-Features Pooling

scientific article

Human experts vs. machines in taxa recognition

scientific article

Hypersphere-Based Weight Imprinting for Few-Shot Learning on Embedded Devices

scientific article published on 03 April 2020

INTEL-TAU: A Color Constancy Dataset

article by Firas Laakom et al published 2021 in IEEE Access

Incremental Fast Subclass Discriminant Analysis

scientific article published in October 2020

Machine Learning Based Analysis of Finnish World War II Photographers

scientific article published in 2020

Multilinear Compressive Learning

scientific article published on 17 April 2020

Multimodal subspace support vector data description

scientific article

Not all domains are equally complex: Adaptive Multi-Domain Learning

scientific article published on 10 January 2021

On the optimal class representation in linear discriminant analysis

scientific article published on 01 September 2013

Probabilistic Color Constancy

scientific article published in October 2020

Recurrent bag-of-features for visual information analysis

scientific article

Remote Multilinear Compressive Learning with Adaptive Compression

scientific article

Robust Fast Subclass Discriminant Analysis

scientific article

Robust Hypersphere-based Weight Imprinting for Few-Shot Learning

scientific article

Saliency-Based Multilabel Linear Discriminant Analysis

scientific article

Self-organized Operational Neural Networks with Generative Neurons

scientific article

Species-level image classification with convolutional neural network enables insect identification from habitus images

scientific article published on 24 December 2019

Speed-up and multi-view extensions to subclass discriminant analysis

scientific article

Subspace Support Vector Data Description

scientific article published in August 2018

Temporal logistic neural Bag-of-Features for financial time series forecasting leveraging limit order book data

scientific article

The effect of automated taxa identification errors on biological indices

scientific article published in April 2017

Using Deep Learning for price prediction by exploiting stationary limit order book features

scholarly article by Avraam Tsantekidis et al published August 2020 in Applied Soft Computing

View-invariant action recognition based on artificial neural networks

scientific article published on March 2012

List of works by Alexandros Iosifidis

Automatic image‐based identification and biomass estimation of invertebrates

Bag of Color Features for Color Constancy

Benchmark database for fine-grained image classification of benthic macroinvertebrates

Color Constancy Convolutional Autoencoder

Constructing Neural Network Based Models for Simulating Dynamical Systems

Deep Adaptive Input Normalization for Time Series Forecasting

Deep learning and computer vision will transform entomology

Ellipsoidal Subspace Support Vector Data Description

Ensembling Object Detectors for Image and Video Data Analysis

Exploiting heterogeneity in operational neural networks by synaptic plasticity

Forecasting Financial Time Series Using Robust Deep Adaptive Input Normalization

Graph Embedded Extreme Learning Machine

Human Action Recognition Using Recurrent Bag-of-Features Pooling

Human experts vs. machines in taxa recognition

Hypersphere-Based Weight Imprinting for Few-Shot Learning on Embedded Devices

INTEL-TAU: A Color Constancy Dataset

Incremental Fast Subclass Discriminant Analysis

Machine Learning Based Analysis of Finnish World War II Photographers

Multilinear Compressive Learning

Multimodal subspace support vector data description

Not all domains are equally complex: Adaptive Multi-Domain Learning

On the optimal class representation in linear discriminant analysis

Probabilistic Color Constancy

Recurrent bag-of-features for visual information analysis

Remote Multilinear Compressive Learning with Adaptive Compression

Robust Fast Subclass Discriminant Analysis

Robust Hypersphere-based Weight Imprinting for Few-Shot Learning

Saliency-Based Multilabel Linear Discriminant Analysis

Self-organized Operational Neural Networks with Generative Neurons

Species-level image classification with convolutional neural network enables insect identification from habitus images

Speed-up and multi-view extensions to subclass discriminant analysis

Subspace Support Vector Data Description

Temporal logistic neural Bag-of-Features for financial time series forecasting leveraging limit order book data

The effect of automated taxa identification errors on biological indices

Using Deep Learning for price prediction by exploiting stationary limit order book features

View-invariant action recognition based on artificial neural networks