Ilyas Potamitis

82 papers A 16B 3C 3Misc 4Journal 33Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From Sound to Risk: Streaming Audio Flags for Real-World Hazard Inference Based on AI. J. Sens. Actuator Networks Ilyas Potamitis
2025	J	`jnl`	Affordable Audio Hardware and Artificial Intelligence Can Transform the Dementia Care Pipeline. Algorithms Ilyas Potamitis
2024	J	`jnl`	Automated Vibroacoustic Monitoring of Trees for Borer Infestation. Sensors Ilyas Potamitis, Iraklis I. Rigakis
2024	J	`jnl`	Image Augmentation Using Both Background Extraction and the SAHI Approach in the Context of Vision-Based Insect Localization and Counting. Inf. Ioannis Saradopoulos, Ilyas Potamitis, Iraklis I. Rigakis, Antonios Konstantaras, Ioannis S. Barbounakis
2023	J	`jnl`	A Low-Cost, Low-Power, Multisensory Device and Multivariable Time Series Prediction for Beehive Health Monitoring. Sensors Iraklis I. Rigakis, Ilyas Potamitis, Nicolas-Alexander Tatlas, Giota Psirofonia, Efsevia Tzagaraki, Eleftherios Alissandrakis
2023	J	`jnl`	ChatGPT in the context of precision agriculture data analytics. CoRR Ilyas Potamitis
2023	J	`jnl`	Few-shot learning for modeling cyber physical systems in non-stationary environments. Neural Comput. Appl. Stavros Ntalampiras, Ilyas Potamitis
2023	J	`jnl`	Image-Based Insect Counting Embedded in E-Traps That Learn without Manual Image Annotation and Self-Dispose Captured Insects. Inf. Ioannis Saradopoulos, Ilyas Potamitis, Anthony J. Konstantaras, Panagiotis Eliopoulos, Stavros Ntalampiras, Iraklis I. Rigakis
2022	J	`jnl`	Edge Computing for Vision-Based, Urban-Insects Traps in the Context of Smart Cities. Sensors Ioannis Saradopoulos, Ilyas Potamitis, Stavros Ntalampiras, Antonios Konstantaras, Emmanuel N. Antonidakis
2021	J	`jnl`	Acoustic detection of unknown bird species and individuals. CAAI Trans. Intell. Technol. Stavros Ntalampiras, Ilyas Potamitis
2021	J	`jnl`	Automatic acoustic identification of respiratory diseases. Evol. Syst. Stavros Ntalampiras, Ilyas Potamitis
2021	J	`jnl`	The e-funnel trap: Automatic monitoring of lepidoptera; a case study of tomato leaf miner. Comput. Electron. Agric. Iraklis I. Rigakis, Kyriaki N. Varikou, Antonis E. Nikolakakis, Zacharias D. Skarakis, Nikolaos A. Tatlas, Ilyas Potamitis
2020	J	`jnl`	A Concept Drift-Aware DAG-Based Classification Scheme for Acoustic Monitoring of Farms. Int. J. Embed. Real Time Commun. Syst. Stavros Ntalampiras, Ilyas Potamitis
2019	J	`jnl`	A Statistical Inference Framework for Understanding Music-Related Brain Activity. IEEE J. Sel. Top. Signal Process. Stavros Ntalampiras, Ilyas Potamitis
2019	C	`conf`	Classification of Sounds Indicative of Respiratory Diseases. EANN Stavros Ntalampiras, Ilyas Potamitis
2019	—	`conf`	Evaluation of Regression Algorithms in Residential Energy Consumption Prediction. EECS Pascal A. Schirmer, Iosif Mporas, Ilyas Potamitis
2019	J	`jnl`	In-Vivo Vibroacoustic Surveillance of Trees in the Context of the IoT. Sensors Ilyas Potamitis, Iraklis I. Rigakis, Nicolas-Alexander Tatlas, Stelios M. Potirakis
2019	A	`conf`	Two-Dimensional Convolutional Recurrent Neural Networks for Speech Activity Detection. INTERSPEECH Anastasios Vafeiadis, Eleftherios Fanioudakis, Ilyas Potamitis, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui
2018	J	`jnl`	Affordable Bimodal Optical Sensors to Spread the Use of Automated Insect Monitoring. J. Sensors Ilyas Potamitis, Iraklis I. Rigakis, Nectarios Vidakis, Markos Petousis, Michael Weber
2018	—	`conf`	Data-Driven Audio Feature Selection for Audio Quality Recognition in Broadcast News. SETN Theodoros Theodorou, Iosif Mporas, Ilyas Potamitis, Nikos Fakotakis
2018	—	`conf`	Mosquito wingbeat analysis and classification using deep learning. EUSIPCO Eleftherios Fanioudakis, Matthias Geismar, Ilyas Potamitis
2017	—	`conf`	Automated Monitoring of Olive Orchards. HAICTA Ilyas Potamitis, Iraklis I. Rigakis
2017	J	`jnl`	Automated Remote Insect Surveillance at a Global Scale and the Internet of Things. Robotics Ilyas Potamitis, Panagiotis Eliopoulos, Iraklis I. Rigakis
2017	J	`jnl`	Automated Surveillance of Fruit Flies. Sensors Ilyas Potamitis, Iraklis I. Rigakis, Nicolas-Alexander Tatlas
2017	J	`jnl`	Deep Networks tag the location of bird vocalisations on audio spectrograms. CoRR Lefteris Fanioudakis, Ilyas Potamitis
2017	C	`conf`	Emotion Prediction of Sound Events Based on Transfer Learning. EANN Stavros Ntalampiras, Ilyas Potamitis
2016	J	`jnl`	Deep learning for detection of bird vocalisations. CoRR Ilyas Potamitis
2016	—	`conf`	Mass Data Acquisition and Analysis of Optical insects' wingbeat signals. MDA Ilyas Potamitis, Iraklis I. Rigakis, Spyros Kouzoupis
2015	J	`jnl`	Unsupervised dictionary extraction of bird vocalisations and new tools on assessing and visualising bird activity. Ecol. Informatics Ilyas Potamitis
2014	J	`jnl`	Classifying insects on the fly. Ecol. Informatics Ilyas Potamitis
2014	A	`conf`	On predicting the unpleasantness level of a sound event. INTERSPEECH Stavros Ntalampiras, Ilyas Potamitis
2014	J	`jnl`	The Electronic McPhail Trap. Sensors Ilyas Potamitis, Iraklis I. Rigakis, Konstantinos Fysarakis
2012	—	`conf`	Detection of human activities in natural environments based on their acoustic emissions. EUSIPCO Stavros Ntalampiras, Ilyas Potamitis
2011	J	`jnl`	A Practical System for Acoustic Surveillance of Hazardous Situations. Int. J. Artif. Intell. Tools Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
2011	J	`jnl`	Probabilistic Novelty Detection for Acoustic Surveillance Under Real-World Conditions. IEEE Trans. Multim. Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
2010	A	`conf`	A multidomain approach for automatic home environmental sound classification. INTERSPEECH Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
2010	B	`conf`	Heterogeneous Sensor Database in Support of Human Behaviour Analysis in Unrestricted Environments: The Audio Part. LREC Stavros Ntalampiras, Todor Ganchev, Ilyas Potamitis, Nikos Fakotakis
2010	A	`conf`	Identification of abnormal audio events based on probabilistic novelty detection. INTERSPEECH Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
2009	—	`conf`	A portable system for robust acoustic detection of atypical situations. EUSIPCO Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
2009	J	`jnl`	An Adaptive Framework for Acoustic Monitoring of Potential Hazards. EURASIP J. Audio Speech Music. Process. Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
2009	J	`jnl`	Exploiting Temporal Feature Integration for Generalized Sound Recognition. EURASIP J. Adv. Signal Process. Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
2009	Misc	`conf`	On acoustic surveillance of hazardous situations. ICASSP Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
2009	—	`conf`	PROMETHEUS database: A multimodal corpus for research on modeling and interpreting human behavior. DPS Stavros Ntalampiras, Dejan Arsic, Andre Störmer, Todor Ganchev, Ilyas Potamitis, Nikos Fakotakis
2008	B	`conf`	Audio Database in Support of Potentiel Threat and Crisis Situation Management. LREC Stavros Ntalampiras, Ilyas Potamitis, Todor Ganchev, Nikos Fakotakis
2008	—	`ch.`	Automatic Recognition of Urban Soundscenes. New Directions in Intelligent Interactive Multimedia Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
2008	—	`conf`	Automatic bioacoustic detection of Rhynchophorus ferrugineus. EUSIPCO Ilyas Potamitis, Todor Ganchev, Nikos Fakotakis
2008	—	`conf`	Objective comparison of speech enhancement algorithms under real world conditions. PETRA Stavros Ntalampiras, Todor Ganchev, Ilyas Potamitis, Nikos Fakotakis
2008	—	`ch.`	One-Channel Separation and Recognition of Mixtures of Environmental Sounds: The Case of Bird-Song Classification in Composite Soundscenes. New Directions in Intelligent Interactive Multimedia Ilyas Potamitis
2008	—	`conf`	Single channel enumeration and recognition of an unknown and time-varying number of sound sources. EUSIPCO Ilyas Potamitis
2008	—	`conf`	Single channel source separation using static and dynamic features in the power domain. EUSIPCO Ilyas Potamitis, Alexey Ozerov
2007	—	`conf`	Acoustic Monitoring of Singing Insects. ICASSP (4) Todor Ganchev, Ilyas Potamitis, Nikos Fakotakis
2007	—	`conf`	Automatic acoustic identification of crickets and cicadas. ISSPA Ilyas Potamitis, Todor Ganchev, Nikos Fakotakis
2007	J	`jnl`	Speech Separation of Multiple Moving Speakers Using Multisensor Multitarget Techniques. IEEE Trans. Syst. Man Cybern. Part A Ilyas Potamitis, George K. Kokkinakis
2006	A	`conf`	Automatic acoustic identification of insects inspired by the speaker recognition paradigm. INTERSPEECH Ilyas Potamitis, Todor Ganchev, Nikos Fakotakis
2005	J	`jnl`	A practical, real-time speech-driven home automation front-end. IEEE Trans. Consumer Electron. Theodoros Giannakopoulos, Nicolas-Alexander Tatlas, Todor Ganchev, Ilyas Potamitis
2005	A	`conf`	Enhancement of mel log-power spectrum of speech using particle filtering. INTERSPEECH Ilyas Potamitis, Nikolaos D. Fakotakis
2004	A	`conf`	DOA estimation of speech signals using semi-blind source separation techniques. INTERSPEECH Ilyas Potamitis, Panagiotis Zervas, Nikos Fakotakis
2004	J	`jnl`	Estimation of speech presence probability in the field of microphone array. IEEE Signal Process. Lett. Ilyas Potamitis
2004	J	`jnl`	INSPIRE: Evaluation of a Smart-Home System for Infotainment Management and Device Control CoRR Sebastian Möller, Jan Felix Krebber, Alexander Raake, Paula M. T. Smeele, Martin Rajman, Mirek Melichar, Vincenzo Pallotta, Gianna Tsakou, Basilis Kladis, Anestis Vovos, Jettie Hoonhout, Dietmar Schuchardt, Nikos Fakotakis, Todor Ganchev, Ilyas Potamitis
2004	B	`conf`	INSPIRE: Evaluation of a Smart-Home System for Infotainment Management and Device Control. LREC Sebastian Möller, Jan Felix Krebber, Alexander Raake, Paula M. T. Smeele, Martin Rajman, Mirek Melichar, Vincenzo Pallotta, Gianna Tsakou, Basilis Kladis, Anestis Vovos, Jettie Hoonhout, Dietmar Schuchardt, Nikos Fakotakis, Todor Ganchev, Ilyas Potamitis
2004	J	`jnl`	Text-Independent Speaker Verification for Real Fast-Varying Noisy Environments. Int. J. Speech Technol. Todor Ganchev, Ilyas Potamitis, Nikos Fakotakis, George Kokkinakis
2004	J	`jnl`	Tracking of multiple moving speakers with multiple microphone arrays. IEEE Trans. Speech Audio Process. Ilyas Potamitis, Huimin Chen, George Tremoulis
2004	—	`conf`	Voice separation of overlapping speech using tracking techniques and the gating process. EUSIPCO Ilyas Potamitis, Panagiotis Zervas, Nikos Fakotakis
2003	A	`conf`	A trainable speech enhancement technique based on mixture models for speech and noise. INTERSPEECH Ilyas Potamitis, Nikos Fakotakis, George Kokkinakis
2003	A	`conf`	An integrated system for smart-home control of appliances based on remote speech interaction. INTERSPEECH Ilyas Potamitis, Kallirroi Georgila, Nikos Fakotakis, George K. Kokkinakis
2003	A	`conf`	Microphone array voice activity detection and noise suppression using wideband generalized likelihood ratio. INTERSPEECH Ilyas Potamitis, Eran Fishler
2003	—	`conf`	Multi-array Multi-speaker Tracking. TSD Ilyas Potamitis, George Tremoulis, Nikos Fakotakis
2003	A	`conf`	Multi-array fusion for beamforming and localization of moving speakers. INTERSPEECH Ilyas Potamitis, George Tremoulis, Nikos Fakotakis, George Kokkinakis
2003	A	`conf`	Multi-speaker DOA tracking using interactive multiple models and probabilistic data association. INTERSPEECH Ilyas Potamitis, George Tremoulis, Nikos Fakotakis
2002	Misc	`conf`	Gender-dependent and speaker-dependent speech enhancement. ICASSP Ilyas Potamitis, Nikos Fakotakis, George Kokkinakis
2002	—	`conf`	On the First Greek-TTS Based on Festival Speech Synthesis. TSD Panagiotis Zervas, Ilyas Potamitis, Nikos Fakotakis, George K. Kokkinakis
2002	—	`conf`	Speech Enhancement Using Mixtures of Gaussians for Speech and Noise. TSD Ilyas Potamitis, Nikos Fakotakis, Nikos Liolios, George K. Kokkinakis
2002	A	`conf`	Speech enhancement based on combining perceptual enhancement and short-time spectral attenuation. INTERSPEECH Ilyas Potamitis, Nikos Fakotakis, George Kokkinakis
2001	A	`conf`	Autoregressive time-frequency interpolation in the context of missing data theory for impulsive noise compensation. INTERSPEECH Ilyas Potamitis, Nikos Fakotakis
2001	C	`conf`	Bayesian Independent Component Analysis as Applied to One-Channel Speech Enhancement. ICANN Ilyas Potamitis, Nikos Fakotakis, George K. Kokkinakis
2001	—	`conf`	Bayesian Noise Compensation of Time Trajectories of Spectral Coefficients for Robust Speech Recognition. TSD Ilyas Potamitis, Nikos Fakotakis, George K. Kokkinakis
2001	A	`conf`	Map estimation for on-line noise compensation of time trajectories of spectral coefficients. INTERSPEECH Ilyas Potamitis, Nikos Fakotakis, George K. Kokkinakis
2001	—	`conf`	Speech Recognition Based on Feature Extraction with Variable Rate Frequency Sampling. TSD Ilyas Potamitis, Nikos Fakotakis, George K. Kokkinakis
2001	Misc	`conf`	Speech enhancement using the sparse code shrinkage technique. ICASSP Ilyas Potamitis, Nikos Fakotakis, George Kokkinakis
2000	—	`conf`	Improving the Robustness of Noisy MFCC Features Using Minimal Recurrent Neural Network. IJCNN (5) Ilyas Potamitis, Nikos Fakotakis, George K. Kokkinakis
2000	Misc	`conf`	Impulsive noise suppression using neural networks. ICASSP Ilyas Potamitis, Nikos Fakotakis, George Kokkinakis
2000	A	`conf`	Spectral and cepstral projection bases constructed by independent component analysis. INTERSPEECH Ilyas Potamitis, Nikos Fakotakis, George Kokkinakis