Ilyas Potamitis

Orcid: 0000-0002-7111-3331

According to our database1, Ilyas Potamitis authored at least 77 papers between 2000 and 2023.

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

Timeline

Legend:

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Bibliography

2023
Image-Based Insect Counting Embedded in E-Traps That Learn without Manual Image Annotation and Self-Dispose Captured Insects.
Inf., May, 2023

A Low-Cost, Low-Power, Multisensory Device and Multivariable Time Series Prediction for Beehive Health Monitoring.
Sensors, February, 2023

Few-shot learning for modeling cyber physical systems in non-stationary environments.
Neural Comput. Appl., February, 2023

ChatGPT in the context of precision agriculture data analytics.
CoRR, 2023

2022
Edge Computing for Vision-Based, Urban-Insects Traps in the Context of Smart Cities.
Sensors, 2022

2021
Automatic acoustic identification of respiratory diseases.
Evol. Syst., 2021

The e-funnel trap: Automatic monitoring of lepidoptera; a case study of tomato leaf miner.
Comput. Electron. Agric., 2021

Acoustic detection of unknown bird species and individuals.
CAAI Trans. Intell. Technol., 2021

2020
A Concept Drift-Aware DAG-Based Classification Scheme for Acoustic Monitoring of Farms.
Int. J. Embed. Real Time Commun. Syst., 2020

2019
In-Vivo Vibroacoustic Surveillance of Trees in the Context of the IoT.
Sensors, 2019

A Statistical Inference Framework for Understanding Music-Related Brain Activity.
IEEE J. Sel. Top. Signal Process., 2019

Two-Dimensional Convolutional Recurrent Neural Networks for Speech Activity Detection.
Proceedings of the Interspeech 2019, 2019

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

Classification of Sounds Indicative of Respiratory Diseases.
Proceedings of the Engineering Applications of Neural Networks, 2019

2018
Affordable Bimodal Optical Sensors to Spread the Use of Automated Insect Monitoring.
J. Sensors, 2018

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

Mosquito wingbeat analysis and classification using deep learning.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Automated Surveillance of Fruit Flies.
Sensors, 2017

Automated Remote Insect Surveillance at a Global Scale and the Internet of Things.
Robotics, 2017

Deep Networks tag the location of bird vocalisations on audio spectrograms.
CoRR, 2017

Automated Monitoring of Olive Orchards.
Proceedings of the 8th International Conference on Information and Communication Technologies in Agriculture, 2017

Emotion Prediction of Sound Events Based on Transfer Learning.
Proceedings of the Engineering Applications of Neural Networks, 2017

2016
Deep learning for detection of bird vocalisations.
CoRR, 2016

Mass Data Acquisition and Analysis of Optical insects' wingbeat signals.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2016

2015
Unsupervised dictionary extraction of bird vocalisations and new tools on assessing and visualising bird activity.
Ecol. Informatics, 2015

2014
The Electronic McPhail Trap.
Sensors, 2014

Classifying insects on the fly.
Ecol. Informatics, 2014

On predicting the unpleasantness level of a sound event.
Proceedings of the INTERSPEECH 2014, 2014

2012
Detection of human activities in natural environments based on their acoustic emissions.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Probabilistic Novelty Detection for Acoustic Surveillance Under Real-World Conditions.
IEEE Trans. Multim., 2011

A Practical System for Acoustic Surveillance of Hazardous Situations.
Int. J. Artif. Intell. Tools, 2011

2010
Heterogeneous Sensor Database in Support of Human Behaviour Analysis in Unrestricted Environments: The Audio Part.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Identification of abnormal audio events based on probabilistic novelty detection.
Proceedings of the INTERSPEECH 2010, 2010

A multidomain approach for automatic home environmental sound classification.
Proceedings of the INTERSPEECH 2010, 2010

2009
Exploiting Temporal Feature Integration for Generalized Sound Recognition.
EURASIP J. Adv. Signal Process., 2009

An Adaptive Framework for Acoustic Monitoring of Potential Hazards.
EURASIP J. Audio Speech Music. Process., 2009

PROMETHEUS database: A multimodal corpus for research on modeling and interpreting human behavior.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

On acoustic surveillance of hazardous situations.
Proceedings of the IEEE International Conference on Acoustics, 2009

A portable system for robust acoustic detection of atypical situations.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
One-Channel Separation and Recognition of Mixtures of Environmental Sounds: The Case of Bird-Song Classification in Composite Soundscenes.
Proceedings of the New Directions in Intelligent Interactive Multimedia, 2008

Automatic Recognition of Urban Soundscenes.
Proceedings of the New Directions in Intelligent Interactive Multimedia, 2008

Objective comparison of speech enhancement algorithms under real world conditions.
Proceedings of the 1st ACM International Conference on Pervasive Technologies Related to Assistive Environments, 2008

Audio Database in Support of Potentiel Threat and Crisis Situation Management.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Single channel source separation using static and dynamic features in the power domain.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Automatic bioacoustic detection of Rhynchophorus ferrugineus.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Single channel enumeration and recognition of an unknown and time-varying number of sound sources.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Speech Separation of Multiple Moving Speakers Using Multisensor Multitarget Techniques.
IEEE Trans. Syst. Man Cybern. Part A, 2007

Automatic acoustic identification of crickets and cicadas.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Acoustic Monitoring of Singing Insects.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Automatic acoustic identification of insects inspired by the speaker recognition paradigm.
Proceedings of the INTERSPEECH 2006, 2006

2005
A practical, real-time speech-driven home automation front-end.
IEEE Trans. Consumer Electron., 2005

Enhancement of mel log-power spectrum of speech using particle filtering.
Proceedings of the INTERSPEECH 2005, 2005

2004
Tracking of multiple moving speakers with multiple microphone arrays.
IEEE Trans. Speech Audio Process., 2004

Estimation of speech presence probability in the field of microphone array.
IEEE Signal Process. Lett., 2004

Text-Independent Speaker Verification for Real Fast-Varying Noisy Environments.
Int. J. Speech Technol., 2004

INSPIRE: Evaluation of a Smart-Home System for Infotainment Management and Device Control.
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

DOA estimation of speech signals using semi-blind source separation techniques.
Proceedings of the INTERSPEECH 2004, 2004

Voice separation of overlapping speech using tracking techniques and the gating process.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Multi-array Multi-speaker Tracking.
Proceedings of the Text, Speech and Dialogue, 6th International Conference, 2003

Multi-array fusion for beamforming and localization of moving speakers.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Multi-speaker DOA tracking using interactive multiple models and probabilistic data association.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

An integrated system for smart-home control of appliances based on remote speech interaction.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

A trainable speech enhancement technique based on mixture models for speech and noise.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Microphone array voice activity detection and noise suppression using wideband generalized likelihood ratio.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

2002
On the First Greek-TTS Based on Festival Speech Synthesis.
Proceedings of the Text, Speech and Dialogue, 5th International Conference, 2002

Speech Enhancement Using Mixtures of Gaussians for Speech and Noise.
Proceedings of the Text, Speech and Dialogue, 5th International Conference, 2002

Speech enhancement based on combining perceptual enhancement and short-time spectral attenuation.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Gender-dependent and speaker-dependent speech enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Speech Recognition Based on Feature Extraction with Variable Rate Frequency Sampling.
Proceedings of the Text, Speech and Dialogue, 4th International Conference, 2001

Bayesian Noise Compensation of Time Trajectories of Spectral Coefficients for Robust Speech Recognition.
Proceedings of the Text, Speech and Dialogue, 4th International Conference, 2001

Map estimation for on-line noise compensation of time trajectories of spectral coefficients.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

Autoregressive time-frequency interpolation in the context of missing data theory for impulsive noise compensation.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

Speech enhancement using the sparse code shrinkage technique.
Proceedings of the IEEE International Conference on Acoustics, 2001

Bayesian Independent Component Analysis as Applied to One-Channel Speech Enhancement.
Proceedings of the Artificial Neural Networks, 2001

2000
Spectral and cepstral projection bases constructed by independent component analysis.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Improving the Robustness of Noisy MFCC Features Using Minimal Recurrent Neural Network.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Impulsive noise suppression using neural networks.
Proceedings of the IEEE International Conference on Acoustics, 2000


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