Iosif Mporas

According to our database1, Iosif Mporas authored at least 126 papers between 2006 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Non-Intrusive Load Monitoring: A Review.
IEEE Trans. Smart Grid, 2023

SIEMS: A Secure Intelligent Energy Management System for Industrial IoT Applications.
IEEE Trans. Ind. Informatics, 2023

On the non-intrusive extraction of residents' privacy- and security-sensitive information from energy smart meters.
Neural Comput. Appl., 2023

2022
Double Fourier Integral Analysis Based Convolutional Neural Network Regression for High-Frequency Energy Disaggregation.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

2D Transformations of Energy Signals for Energy Disaggregation.
Sensors, 2022

Anatomy of Deep Learning Image Classification and Object Detection on Commercial Edge Devices: A Case Study on Face Mask Detection.
IEEE Access, 2022

Estimation of Cooling Circuits' Temperature in Battery Electric Vehicles Using Karhunen Loeve Expansion and LSTM.
Proceedings of the 30th European Signal Processing Conference, 2022

Evaluation of Machine Learning Algorithms on Power Control of Massive MIMO Systems.
Proceedings of the 13th International Symposium on Communication Systems, 2022

Power Control in massive MIMO Networks Using Transfer Learning with Deep Neural Networks.
Proceedings of the 27th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2022

2021
Reducing Grid Distortions Utilizing Energy Demand Prediction and Local Storages.
IEEE Access, 2021

Opinion Classification via Word and Emoji Embedding Models with LSTM.
Proceedings of the Speech and Computer - 23rd International Conference, 2021

Privacy and Security Threats from Smart Meters Technology.
Proceedings of the 2021 International Carnahan Conference on Security Technology, 2021

Face Masks Usage Monitoring for Public Health Security using Computer Vision on Hardware.
Proceedings of the 2021 International Carnahan Conference on Security Technology, 2021

Multivariate Non-Negative Matrix Factorization with Application to Energy Disaggregation.
Proceedings of the IEEE International Conference on Acoustics, 2021

Low-Frequency Energy Disaggregation based on Active and Reactive Power Signatures.
Proceedings of the 29th European Signal Processing Conference, 2021

2020
Sentiment Analysis of Teachers Using Social Information in Educational Platform Environments.
Int. J. Artif. Intell. Tools, 2020

Editorial.
Int. J. Artif. Intell. Tools, 2020

Energy Disaggregation Using Elastic Matching Algorithms.
Entropy, 2020

Robust energy disaggregation using appliance-specific temporal contextual information.
EURASIP J. Adv. Signal Process., 2020

Evaluation of Big Data based CNN Models in Classification of Skin Lesions with Melanoma.
CoRR, 2020

Identification of TV Channel Watching from Smart Meter Data Using Energy Disaggregation.
CoRR, 2020

Evaluation of Features in Detection of Dislike Responses to Audio-Visual Stimuli from EEG Signals.
Comput., 2020

Estimation of the Microbiological Quality of Meat Using Rapid and Non-Invasive Spectroscopic Sensors.
IEEE Access, 2020

Iterative Robust Semi-Supervised Missing Data Imputation.
IEEE Access, 2020

Investigating the Effect of Emoji in Opinion Classification of Uzbek Movie Review Comments.
Proceedings of the Speech and Computer - 22nd International Conference, 2020

Energy Disaggregation from Low Sampling Frequency Measurements Using Multi-Layer Zero Crossing Rate.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Energy Disaggregation Using Fractional Calculus.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Residential Energy Consumption Prediction Using Inter-Household Energy Data and Socioeconomic Information.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Colour Constancy for Image of Non-Uniformly Lit Scenes.
Sensors, 2019

Integration of Temporal Contextual Information for Robust Energy Disaggregation.
Proceedings of the 38th IEEE International Performance Computing and Communications Conference, 2019

Examining the Impact of Discretization Technique on Sentiment Analysis for the Greek Language.
Proceedings of the 10th International Conference on Information, 2019

Evaluation of Regression Algorithms and Features on the Energy Disaggregation Task.
Proceedings of the 10th International Conference on Information, 2019

Pigmented Skin Lesions Classification Using Data Driven Subsets of Image Features.
Proceedings of the 10th International Conference on Information, 2019

Improving Energy Disaggregation Performance Using Appliance-Driven Sampling Rates.
Proceedings of the 27th European Signal Processing Conference, 2019

Evaluation of Regression Algorithms in Residential Energy Consumption Prediction.
Proceedings of the 3rd European Conference on Electrical Engineering and Computer Science, 2019

2018
Speech communication integrated with other modalities.
J. Multimodal User Interfaces, 2018

Data-Driven Audio Feature Selection for Audio Quality Recognition in Broadcast News.
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018

Evaluation of an Educational Training Platform Using Text Mining.
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018

2017
Sociolinguistic Features for Author Gender Identification: From Qualitative Evidence to Quantitative Analysis.
J. Quant. Linguistics, 2017

Data-Driven Audio Feature Space Clustering for Automatic Sound Recognition in Radio Broadcast News.
Int. J. Artif. Intell. Tools, 2017

Examining the Impact of Feature Selection on Sentiment Analysis for the Greek Language.
Proceedings of the Speech and Computer - 19th International Conference, 2017

Improving Performance of Speaker Identification Systems Using Score Level Fusion of Two Modes of Operation.
Proceedings of the Speech and Computer - 19th International Conference, 2017

Combination of Rule-Based and Data-Driven Fusion Methodologies for Different Speaker Verification Modes of Operation.
Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

Mobile VR Headset Usability Evaluation of 2D and 3D Panoramic Views Captured with Different Cameras.
Proceedings of the Interactive Collaborative Robotics - Second International Conference, 2017

Recognition of Indoors Activity Sounds for Robot-Based Home Monitoring in Assisted Living Environments.
Proceedings of the Interactive Collaborative Robotics - Second International Conference, 2017

2016
A high-performance matrix-matrix multiplication methodology for CPU and GPU architectures.
J. Supercomput., 2016

Real-Time Management of Multimodal Streaming Data for Monitoring of Epileptic Patients.
J. Medical Syst., 2016

Improving classification of epileptic and non-epileptic EEG events by feature selection.
Neurocomputing, 2016

Spike pattern recognition by supervised classification in low dimensional embedding space.
Brain Informatics, 2016

Improving Robustness of Speaker Verification by Fusion of Prompted Text-Dependent and Text-Independent Operation Modalities.
Proceedings of the Speech and Computer - 18th International Conference, 2016

Automatic Forest Wood Logging Identification based on Acoustic Monitoring.
Proceedings of the 9th Hellenic Conference on Artificial Intelligence, 2016

Sentiment Analysis for the Greek Language.
Proceedings of the 20th Pan-Hellenic Conference on Informatics, 2016

Investigating Cross-lingual Multi-level Adaptive Networks: The Importance of the Correlation of Source and Target Languages.
Proceedings of the 13th International Conference on Spoken Language Translation, 2016

Improving Human Motion Identification Using Motion Dependent Classification.
Proceedings of the Information and Communication Technologies for Ageing Well and e-Health, 2016

Feature Selection Evaluation for Light Human Motion Identification in Frailty Monitoring System.
Proceedings of the 2nd International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2016

Fraud Detection in Voice-Based Identity Authentication Applications and Services.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Age Identification of Twitter Users: Classification Methods and Sociolinguistic Analysis.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

2015
Classifying tree structures using elastic matching of sequence encodings.
Neurocomputing, 2015

Seizure detection using EEG and ECG signals for computer-based monitoring, analysis and management of epileptic patients.
Expert Syst. Appl., 2015

Using Sociolinguistic Inspired Features for Gender Classification of Web Authors.
Proceedings of the Text, Speech, and Dialogue - 18th International Conference, 2015

Automatic Sound Recognition of Urban Environment Events.
Proceedings of the Speech and Computer - 17th International Conference, 2015

Automatic Estimation of Web Bloggers' Age Using Regression Models.
Proceedings of the Speech and Computer - 17th International Conference, 2015

Opinion Recognition on Movie Reviews by Combining Classifiers.
Proceedings of the Speech and Computer - 17th International Conference, 2015

Gender Classification of Web Authors Using Feature Selection and Language Models.
Proceedings of the Speech and Computer - 17th International Conference, 2015

Feature selection for improving opinion identification from web authors' posts.
Proceedings of the 19th Panhellenic Conference on Informatics, 2015

Ontological Design to Support Cognitive Plasticity for Creative Immersive Experience in Computer Aided Learning.
Proceedings of the Learning and Collaboration Technologies, 2015

Evaluation of Four Approaches for "Sentiment Analysis on Movie Reviews": The Kaggle Competition.
Proceedings of the Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, 2015

Sleep Stages Classification from Electroencephalographic Signals Based on Unsupervised Feature Space Clustering.
Proceedings of the Brain Informatics and Health - 8th International Conference, 2015

Time-Varying Parametric Modeling of ECoG for Syllable Decoding.
Proceedings of the Brain Informatics and Health - 8th International Conference, 2015

Automatic estimation of the optimal AR order for epilepsy analysis using EEG signals.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

Improving sleep stage classification from electroencephalographic signals by fusion of contextual information.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

2014
Joint Spatial-Spectral Feature Space Clustering for Speech Activity Detection from ECoG Signals.
IEEE Trans. Biomed. Eng., 2014

Wavelet basis selection for enhanced speech parametrization in speaker verification.
Int. J. Speech Technol., 2014

Audio Feature Selection for Recognition of Non-linguistic Vocalization Sounds.
Proceedings of the Artificial Intelligence: Methods and Applications, 2014

Online Seizure Detection from EEG and ECG Signals for Monitoring of Epileptic Patients.
Proceedings of the Artificial Intelligence: Methods and Applications, 2014

Evaluation of time and frequency domain features for seizure detection from combined EEG and ECG signals.
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014

Classification of epileptic and non-epileptic EEG events.
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014

Comparative Evaluation of Feature Extraction Methods for Human Motion Detection.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Real-time voice activity detection for ECoG-based speech brain machine interfaces.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014

Optimal selection of electrocorticographic sensors for voice activity detection.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Human motion detection in daily activity tasks using wearable sensors.
Proceedings of the 22nd European Signal Processing Conference, 2014

Spike detection in EEG by LPP and SVM.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2013
Automatic speech recognition performance in different room acoustic environments with and without dereverberation preprocessing.
Comput. Speech Lang., 2013

Composites Ideas in COMPOOL Immersion: A Semantics Engineering Innovation Network Community Platform.
Proceedings of the Online Communities and Social Computing, 2013

Sleep Spindle Detection in EEG Signals Combining HMMs and SVMs.
Proceedings of the Engineering Applications of Neural Networks, 2013

Spatio-spectral analysis of ECoG signals during voice activity.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

Unsupervised clustering of patient-centric models to cluster-centric models for ubiquitous healthcare environment.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

2012
Affective speech interface in serious games for supporting therapy of mental disorders.
Expert Syst. Appl., 2012

Two-stage phone duration modelling with feature construction and feature vector extension for the needs of speech synthesis.
Comput. Speech Lang., 2012

Acoustic Bird Activity Detection on Real-Field Data.
Proceedings of the Artificial Intelligence: Theories and Applications, 2012

Automated Acoustic Classification of Bird Species from Real -Field Recordings.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

2011
Improving phone duration modelling using support vector regression fusion.
Speech Commun., 2011

Context-adaptive pre-processing scheme for robust speech recognition in fast-varying noise environment.
Signal Process., 2011

Dynamic selection of a speech enhancement method for robust speech recognition in moving motorcycle environment.
Proceedings of the IEEE International Conference on Acoustics, 2011

Support vector regression fusion scheme in phone duration modeling.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Phone duration modeling: overview of techniques and performance optimization via feature selection in the context of emotional speech.
Int. J. Speech Technol., 2010

Phonetic Segmentation of Emotional Speech with HMM-Based Methods.
Int. J. Pattern Recognit. Artif. Intell., 2010

Speech Enhancement for Robust Speech Recognition in Motorcycle Environment.
Int. J. Artif. Intell. Tools, 2010

Robust speech interaction in motorcycle environment.
Expert Syst. Appl., 2010

Speech segmentation using regression fusion of boundary predictions.
Comput. Speech Lang., 2010

Feature Selection for Improved Phone Duration Modeling of Greek Emotional Speech.
Proceedings of the Artificial Intelligence: Theories, 2010

Audio Features Selection for Automatic Height Estimation from Speech.
Proceedings of the Artificial Intelligence: Theories, 2010

Vergina: A Modern Greek Speech Database for Speech Synthesis.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Automatic height estimation from speech in real-world setup.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
Estimation of unknown speaker's height from speech.
Int. J. Speech Technol., 2009

Using Hybrid HMM-Based Speech Segmentation to Improve Synthetic Speech Quality.
Proceedings of the PCI 2009, 2009

Automatic Speech Recognition System for Home Appliances Control.
Proceedings of the PCI 2009, 2009

Performance Evaluation of a Speech Interface for Motorcycle Environment.
Proceedings of the Artificial Intelligence Applications and Innovations III, 2009

Multi-modal System Architecture for Serious Gaming.
Proceedings of the Artificial Intelligence Applications and Innovations III, 2009

A collaborative speech enhancement approach for speech recognition in motorcycle environment.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

2008
LOGOS: A Multimodal Dialogue System for Controlling Smart Appliances.
Proceedings of the New Directions in Intelligent Interactive Multimedia, 2008

Phonetic segmentation using multiple speech features.
Int. J. Speech Technol., 2008

Performance Evaluation for Voice Conversion Systems.
Proceedings of the Text, Speech and Dialogue, 11th International Conference, 2008

Phonotactic Recognition of Greek and Cypriot Dialects from Telephone Speech.
Proceedings of the Artificial Intelligence: Theories, 2008

Human evaluation of the LOGOS' spoken dialogue system.
Proceedings of the 1st ACM International Conference on Pervasive Technologies Related to Assistive Environments, 2008

A Real-World Emotional Speech Corpus for Modern Greek.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

The Effect of Emotional Speech on a Smart-Home Application.
Proceedings of the New Frontiers in Applied Artificial Intelligence, 2008

A hybrid architecture for automatic segmentation of speech waveforms.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Evaluating Intonational Features for Emotion Recognition from Speech.
Int. J. Artif. Intell. Tools, 2007

Detection of Dialogue Acts Using Perplexity-Based Word Clustering.
Proceedings of the Text, Speech and Dialogue, 10th International Conference, 2007

Comparative Evaluation of Speech Parameterizations for Speech Recognition.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Detection of Negative Emotional States in Real-World Scenario.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

2006
Detecting Broad Phonemic Class Boundaries from Greek Speech in Noise Environments.
Proceedings of the Text, Speech and Dialogue, 9th International Conference, 2006

Employing Fujisaki's Intonation Model Parameters for Emotion Recognition.
Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006

Recognition of Greek Phonemes Using Support Vector Machines.
Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006

Evaluation of implicit broad phonemic segmentation of speech signals using pitchmarks.
Proceedings of the 14th European Signal Processing Conference, 2006


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