Aggelos Pikrakis
Orcid: 0000-0001-7355-327X
According to our database1,
Aggelos Pikrakis
authored at least 71 papers
between 1996 and 2024.
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Bibliography
2024
Meta-learning with hypernetworks: Cost-effective fault detection in Parabolic Trough plants.
Eng. Appl. Artif. Intell., 2024
2023
IEEE Trans. Intell. Transp. Syst., May, 2023
IEEE Access, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
On the Prediction of Hardware Security Properties of HLS Designs Using Graph Neural Networks.
Proceedings of the IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2023
2022
i4sea: a big data platform for sea area monitoring and analysis of fishing vessels activity.
Geo spatial Inf. Sci., 2022
IEEE Access, 2022
A Deep Multimodal Voice Pathology Classifier with Electroglottographic Signal Processing Capabilities.
Proceedings of the 7th International Conference on Frontiers of Signal Processing, 2022
Evaluation of Hiding-based Countermeasures against Deep Learning Side Channel Attacks with Pre-trained Networks.
Proceedings of the IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2022
2021
Received Signal Strength Fingerprinting-Based Indoor Location Estimation Employing Machine Learning.
Sensors, 2021
A Deep Reinforcement Learning Approach for Audio-based Navigation and Audio Source Localization in Multi-speaker Environments.
CoRR, 2021
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021
A Deep Reinforcement Learning Approach To Audio-Based Navigation In A Multi-Speaker Environment.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021
2020
On the Adaptability of Recurrent Neural Networks for Real-Time Jazz Improvisation Accompaniment.
Frontiers Artif. Intell., 2020
Proceedings of the 16th International Conference on Wireless and Mobile Computing, 2020
Sea Area Monitoring and Analysis of Fishing Vessels Activity: The i4sea Big Data Platform.
Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020
Directed Exploration Via Learnable Probability Distribution For Random Action Selection.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020
Combining acoustic features and medical data in deep learning networks for voice pathology classification.
Proceedings of the 28th European Signal Processing Conference, 2020
Neural Discrete Abstraction of High-Dimensional Spaces: A Case Study In Reinforcement Learning.
Proceedings of the 28th European Signal Processing Conference, 2020
2019
Deep Convolutional and LSTM Neural Network Architectures on Leap Motion Hand Tracking Data Sequences.
Proceedings of the 27th European Signal Processing Conference, 2019
2018
IEEE Trans. Multim., 2018
Exploratory Analysis of a Large Flamenco Corpus using an Ensemble of Convolutional Neural Networks as a Structural Annotation Backend.
CoRR, 2018
2017
MIRchiving: Challenges and opportunities of connecting MIR research and digital music archives.
Proceedings of the 4th International Workshop on Digital Libraries for Musicology, 2017
2016
Audio-based Distributional Semantic Models for Music Auto-tagging and Similarity Measurement.
CoRR, 2016
Audio-Based Distributional Representations of Meaning Using a Fusion of Feature Encodings.
Proceedings of the Interspeech 2016, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
2015
Behaviour reflects personality: detecting co-residence attacks on Xen-based cloud environments.
Int. J. Inf. Sec., 2015
Pattern classification formulated as a missing data task: The audio genre classification case.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Discovery of repeated vocal patterns in polyphonic audio: A case study on flamenco music.
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
If you want to know about a hunter, study his prey: detection of network based attacks on KVM based cloud environments.
J. Cloud Comput., 2014
Proceedings of the 5th International Conference on Information, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
A closer look at deep learning neural networks with low-level spectral periodicity features.
Proceedings of the 4th International Workshop on Cognitive Information Processing, 2014
2012
Tracking Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012
Proceedings of the 2012 IEEE 20th Annual International Symposium on Field-Programmable Custom Computing Machines, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
2011
2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the 17th European Signal Processing Conference, 2009
2008
A Speech/Music Discriminator of Radio Recordings Based on Dynamic Programming and Bayesian Networks.
IEEE Trans. Multim., 2008
Proceedings of the International Workshop on Multimedia Signal Processing, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Gunshot detection in audio streams from movies by means of dynamic programming and Bayesian networks.
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
A Multi-Class Audio Classification Method With Respect To Violent Content In Movies Using Bayesian Networks.
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007
An Application of Empirical Mode Decomposition on Tempo Induction from Music Recordings.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007
Music Retrieval by Rhythmic Similarity Applied on Greek and African Traditional Music.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
2006
IEEE Trans. Speech Audio Process., 2006
A computationally efficient speech/music discriminator for radio recordings.
Proceedings of the ISMIR 2006, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Speech/music discrimination for radio broadcasts using a hybrid HMM-Bayesian Network architecture.
Proceedings of the 14th European Signal Processing Conference, 2006
2005
Proceedings of the ISMIR 2005, 2005
Melody spotting in raw audio recordings using Variable Duration Hidden Markov Models.
Proceedings of the 13th European Signal Processing Conference, 2005
2004
Proceedings of the ISMIR 2004, 2004
2003
Recognition of isolated musical patterns using context dependent dynamic time warping.
IEEE Trans. Speech Audio Process., 2003
2002
Ανάπτυξη και υλοποίηση τεχνικών επεξεργασίας σημάτων για τη μελέτη μουσικολογικών μορφωμάτων
PhD thesis, 2002
Proceedings of the Music and Artificial Intelligence, Second International Conference, 2002
2001
Inf. Process. Manag., 2001
1998
Comput. Networks, 1998
Proceedings of the 7th Workshop on Enabling Technologies (WETICE '98), 1998
MEMOIR: Software Agents for Finding Similar Users by Trails.
Proceedings of the Third International Conference on the Practical Application of Intelligent Agents and Multi-Agent Technology, 1998
Recognition of isolated musical patterns using discrete observation Hidden Markov models.
Proceedings of the 9th European Signal Processing Conference, 1998
1997
Recognition of Isolated Musical Patterns in the context of Greek Traditional Music using Dynamic Time Warping Techniques.
Proceedings of the 1997 International Computer Music Conference, 1997
1996
Proceedings of Third International Conference on Electronics, Circuits, and Systems, 1996