Alexandros Iosifidis

CoRR, 2019

Mid-price Prediction Based on Machine Learning Methods with Technical and Quantitative Indicators.

[BibT_eX]

[DOI]

CoRR, 2019

Data-driven Neural Architecture Learning For Financial Time-series Forecasting.

[BibT_eX]

[DOI]

CoRR, 2019

Deep Adaptive Input Normalization for Price Forecasting using Limit Order Book Data.

[BibT_eX]

[DOI]

CoRR, 2019

Feature Engineering for Mid-Price Prediction With Deep Learning.

[BibT_eX]

[DOI]

IEEE Access, 2019

Machine Learning for Forecasting Mid-Price Movements Using Limit Order Book Data.

[BibT_eX]

[DOI]

IEEE Access, 2019

Color Constancy Convolutional Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Less Is More: Deep Learning Using Subjective Annotations For Sentiment Analysis From Social Media.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Knowledge Transfer for Face Verification Using Heterogeneous Generalized Operational Perceptrons.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Class-Based Variational Representation Learning For Robust Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Learning to Rank: A Progressive Neural Network Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Deep Temporal Logistic Bag-of-features for Forecasting High Frequency Limit Order Book Time Series.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Curriculum-based Teacher Ensemble for Robust Neural Network Distillation.

[BibT_eX]

[DOI]

Georgios Panagiotatos

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Generalized Multi-View Embedding for Visual Recognition and Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Probabilistic saliency estimation.

[BibT_eX]

[DOI]

Çaglar Aytekin

Pattern Recognit., 2018

Improving efficiency in convolutional neural networks with multilinear filters.

[BibT_eX]

[DOI]

Neural Networks, 2018

Benchmark database for fine-grained image classification of benthic macroinvertebrates.

[BibT_eX]

[DOI]

Image Vis. Comput., 2018

Semi-supervised subclass support vector data description for image and video classification.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Neural class-specific regression for face verification.

[BibT_eX]

[DOI]

Guanqun Cao

IET Biom., 2018

Class Mean Vector Component and Discriminant Analysis for Kernel Subspace Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Machine Learning for Forecasting Mid Price Movement using Limit Order Book Data.

[BibT_eX]

[DOI]

CoRR, 2018

Progressive Operational Perceptron with Memory.

[BibT_eX]

[DOI]

CoRR, 2018

Multi-layer Kernel Ridge Regression for One-class Classification.

[BibT_eX]

[DOI]

CoRR, 2018

Heterogeneous Multilayer Generalized Operational Perceptron.

[BibT_eX]

[DOI]

CoRR, 2018

Minimum Variance-Embedded Multi-layer Kernel Ridge Regression for One-class Classification.

[BibT_eX]

[DOI]

Chandan Gautam

Aruna Tiwari

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Subspace Support Vector Data Description.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Weighted Linear Discriminant Analysis Based on Class Saliency Information.

[BibT_eX]

[DOI]

Lei Xu

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Acceleration Approaches for Big Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Automatic Flower and Visitor Detection System.

[BibT_eX]

[DOI]

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Class-Specific Kernel Discriminant Analysis Revisited: Further Analysis and Extensions.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Multi-View Nonparametric Discriminant Analysis for Image Retrieval and Recognition.

[BibT_eX]

[DOI]

Guanqun Cao

IEEE Signal Process. Lett., 2017

Big Media Data Analysis.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2017

Multilinear class-specific discriminant analysis.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2017

Learning graph affinities for spectral graph-based salient object detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

One-Class Classification Based on Extreme Learning and Geometric Class Information.

[BibT_eX]

[DOI]

Neural Process. Lett., 2017

CNN-based edge filtering for object proposals.

[BibT_eX]

[DOI]

Muhammad-Adeel Waris

Neurocomputing, 2017

Progressive Operational Perceptrons.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Approximate kernel extreme learning machine for large scale data classification.

[BibT_eX]

[DOI]

Neurocomputing, 2017

On the comparison of random and Hebbian weights for the training of single-hidden layer feedforward neural networks.

[BibT_eX]

[DOI]

Kaveh Samiee

Expert Syst. Appl., 2017

The effect of automated taxa identification errors on biological indices.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

Improving Efficiency in Convolutional Neural Network with Multilinear Filters.

[BibT_eX]

[DOI]

CoRR, 2017

Benchmark Dataset for Mid-Price Prediction of Limit Order Book data.

[BibT_eX]

[DOI]

CoRR, 2017

Forecasting Stock Prices from the Limit Order Book Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE Conference on Business Informatics, 2017

Tensor representation in high-frequency financial data for price change prediction.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Sample-based regularization for support vector machine classification.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Image Processing Theory, 2017

Subaperture image segmentation for lossless compression.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Image Processing Theory, 2017

Generalized model of biological neural networks: Progressive operational perceptrons.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Class-specific kernel discriminant analysis based on Cholesky decomposition.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Using deep learning to detect price change indications in financial markets.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

Time-series classification using neural Bag-of-Features.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

Pyramid encoding for fast additive quantization.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Visual Voice Activity Detection in the Wild.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2016

Scaling Up Class-Specific Kernel Discriminant Analysis for Large-Scale Face Verification.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2016

Graph Embedded Extreme Learning Machine.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

Graph Embedded One-Class Classifiers for media data classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Nyström-based approximate kernel subspace learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Multi-class Support Vector Machine classifiers using intrinsic and penalty graphs.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Exploiting stereoscopic disparity for augmenting human activity recognition performance.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2016

Hierarchical class-specific kernel discriminant analysis for face verification.

[BibT_eX]

[DOI]

Proceedings of the 2016 Visual Communications and Image Processing, 2016

Kernel subclass support vector description for face and human action recognition.

[BibT_eX]

[DOI]

Proceedings of the First International Workshop on Sensing, 2016

Laplacian one class extreme learning machines for human action recognition.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Workshop on Multimedia Signal Processing, 2016

Prototype-based class-specific nonlinear subspace learning for large-scale face verification.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Multi-modal subspace learning with dropout regularization for cross-modal recognition and retrieval.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Object proposals using CNN-based edge filtering.

[BibT_eX]

[DOI]

Muhammad-Adeel Waris

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Learned vs. engineered features for fine-grained classification of aquatic macroinvertebrates.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Data Enrichment in Fine-Grained Classification of Aquatic Macroinvertebrates.

[BibT_eX]

[DOI]

Proceedings of the 2nd ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, 2016

Salient object segmentation based on linearly combined affinity graphs.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

One class classification applied in facial image analysis.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Combining multi-class maximum margin classification with linear discriminant analysis for human action recognition.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Supervised subspace learning based on deep randomized networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Maximum margin binary classifiers using intrinsic and penalty graphs.

[BibT_eX]

[DOI]

Berkay Kicanaoglu

Proceedings of the 24th European Signal Processing Conference, 2016

A review of approximate methods for kernel-based big media data analysis.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

Graph-regularized multi-class support vector machines for face and action recognition.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Class-Specific Reference Discriminant Analysis With Application in Human Behavior Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Hum. Mach. Syst., 2015

Sparse extreme learning machine classifier exploiting intrinsic graphs.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2015

On the kernel Extreme Learning Machine classifier.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2015

On the kernel Extreme Learning Machine speedup.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2015

The MOBISERV-AIIA Eating and Drinking multi-view database for vision-based assisted living.

[BibT_eX]

[DOI]

J. Inf. Hiding Multim. Signal Process., 2015

DropELM: Fast neural network regularization with Dropout and DropConnect.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Distance-based human action recognition using optimized class representations.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Extreme learning machine based supervised subspace learning.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Human Action Recognition Based on Multi-View Regularized Extreme Learning Machine.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2015

Large-Scale Classification by an Approximate Least Squares One-Class Support Vector Machine Ensemble.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Nearest Class Vector Classification for Large-Scale Learning Problems.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Class-Specific Nonlinear Projections Using Class-Specific Kernel Spaces.

[BibT_eX]

[DOI]

Petri Pekki

Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Regularized Extreme Learning Machine for Large-scale Media Content Analysis.

[BibT_eX]

[DOI]

Proceedings of the INNS Conference on Big Data 2015, 2015

Visual voice activity detection based on spatiotemporal information and bag of words.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Large-scale nonlinear facial image classification based on approximate kernel Extreme Learning Machine.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Merging linear discriminant analysis with Bag of Words model for human action recognition.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Fast Kernel Matrix Computation for Big Data Clustering.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2015

Enhancing ELM-based Facial Image Classification by Exploiting Multiple Facial Views.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2015

Exploiting subclass information in one-class support vector machine for video summarization.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Enhancing class discrimination in Kernel Discriminant Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Class-specific nonlinear subspace learning based on optimized class representation.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

A Bayesian approach for extreme learning machine-based subspace learning.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Discriminant Bag of Words based representation for human action recognition.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2014

Kernel Reference Discriminant Analysis.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2014

Regularized extreme learning machine for multi-view semi-supervised action recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Multi-view Regularized Extreme Learning Machine for Human Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence: Methods and Applications, 2014

Person de-identification in activity videos.

[BibT_eX]

[DOI]

Proceedings of the 37th International Convention on Information and Communication Technology, 2014

Single-Hidden Layer Feedforward Neual Network Training Using Class Geometric Information.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence - International Joint Conference, 2014

Exploiting Local Class Information in Extreme Learning Machine.

[BibT_eX]

[DOI]

Proceedings of the NCTA 2014 - Proceedings of the International Conference on Neural Computation Theory and Applications, part of IJCCI 2014, Rome, Italy, 22, 2014

Semi-supervised Classification of Human Actions Based on Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Human action recognition based on bag of features and multi-view neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Minimum Variance Extreme Learning Machine for human action recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Human action recognition in stereoscopic videos based on bag of features and disparity pyramids.

[BibT_eX]

[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

Computational Intelligence Approaches for Digital Media Analysis and Description.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data analysis and its Applications, Volume II, 2014

Stereoscopic video description for human action recognition.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Multimedia, 2014

Video summarization based on Subclass Support Vector Data Description.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Engineering Solutions, 2014

2013

Τεχνικές μηχανικής όρασης και αναγνώρισης προτύπων για την αλληλεπίδραση ανθρώπου-υπολογιστή

[BibT_eX]

[DOI]

PhD thesis, 2013

On the Optimal Class Representation in Linear Discriminant Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2013

Multidimensional Sequence Classification Based on Fuzzy Distances and Discriminant Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Minimum Class Variance Extreme Learning Machine for Human Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2013

Multi-view action recognition based on action volumes, fuzzy distances and cluster discriminant analysis.

[BibT_eX]

[DOI]

Signal Process., 2013

Dynamic action recognition based on dynemes and Extreme Learning Machine.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2013

Learning sparse representations for view-independent human action recognition based on fuzzy distances.

[BibT_eX]

[DOI]

Neurocomputing, 2013

Person identification from actions based on dynemes and discriminant learning.

[BibT_eX]

[DOI]

Proceedings of the 1st International Workshop on Biometrics and Forensics, 2013

View-independent human action recognition based on multi-view action images and discriminant learning.

[BibT_eX]

[DOI]

Proceedings of the 11th IVMSP Workshop: 3D Image/Video Technologies and Applications, 2013

Representative Class Vector Clustering-Based Discriminant Analysis.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2013

Multi-view Human Action Recognition: A Survey.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2013

Active classification for human action recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Dynamic action classification based on iterative data selection and Feedforward Neural networks.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Neural Networks for Digital Media Analysis and Description.

[BibT_eX]

[DOI]

Proceedings of the Engineering Applications of Neural Networks, 2013

Person identification from actions based on Artificial Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2013

2012

View-Invariant Action Recognition Based on Artificial Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2012

Activity-Based Person Identification Using Fuzzy Representation and Discriminant Learning.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2012

Multi-view human movement recognition based on fuzzy distances and linear discriminant analysis.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2012

Neural representation and learning for multi-view human action recognition.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Discriminant action representation for view-invariant person identification.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Eating and drinking activity recognition based on discriminant analysis of fuzzy distances and activity volumes.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Multi-view human action recognition under occlusion based on Fuzzy distances and neural networks.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

2011

Person specific activity recognition using fuzzy learning and Discriminant Analysis.

[BibT_eX]

[DOI]

Proceedings of the 19th European Signal Processing Conference, 2011

Learning Human Identity Using View-Invariant Multi-view Movement Representation.

[BibT_eX]

[DOI]

Proceedings of the Biometrics and ID Management, 2011

2010

Movement recognition exploiting multi-view information.

[BibT_eX]

[DOI]

Nikos Nikolaidis