Aggelos Pikrakis

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 36

Top Topics

Received Signal Strength

Top Venues

Publications

Miguel Angel Pérez-Cutiño, Aggelos Pikrakis, José Miguel Díaz-Báñez, Juan Valverde García
Meta-learning with hypernetworks: Cost-effective fault detection in Parabolic Trough plants. Eng. Appl. Artif. Intell. 133 (2024)
Andreas Tritsarolis, Eva Chondrodima, Panagiotis Tampakis, Aggelos Pikrakis, Yannis Theodoridis
Predicting Co-movement patterns in mobility data. GeoInformatica 28 (2) (2024)
Nadine Kroher, Steven Manangu, Aggelos Pikrakis
Towards Training Music Taggers on Synthetic Data. CoRR (2024)
Eva Chondrodima, Nikos Pelekis, Aggelos Pikrakis, Yannis Theodoridis
An Efficient LSTM Neural Network-Based Framework for Vessel Location Forecasting. IEEE Trans. Intell. Transp. Syst. 24 (5) (2023)
Nadine Kroher, Helena Cuesta, Aggelos Pikrakis
Can MusicGen Create Training Data for MIR Tasks? CoRR (2023)
Amalia-Artemis Koufopoulou, Athanasios Papadimitriou, Aggelos Pikrakis, Mihalis Psarakis, David Hély
On the Prediction of Hardware Security Properties of HLS Designs Using Graph Neural Networks. DFT (2023)
Helena Cuesta, Nadine Kroher, Aggelos Pikrakis, Stojan Djordjevic
DAACI-VoDAn: Improving Vocal Detection with New Data and Methods. EUSIPCO (2023)
Amalia-Artemis Koufopoulou, Athanasios Papadimitriou, Aggelos Pikrakis, Mihalis Psarakis, David Hély
On the Prediction of Hardware Security Properties of HLS Designs Using Graph Neural Networks. CoRR (2023)
Ioanna Miliaresi, Aggelos Pikrakis
A Modular Deep Learning Architecture for Voice Pathology Classification. IEEE Access 11 (2023)
Ioanna Miliaresi, Aggelos Pikrakis, Kyriakos Poutos
A Deep Multimodal Voice Pathology Classifier with Electroglottographic Signal Processing Capabilities. ICFSP (2022)
Kosmas Kritsis, Aggelos Gkiokas, Aggelos Pikrakis, Vassilis Katsouros
DanceConv: Dance Motion Generation With Convolutional Networks. IEEE Access 10 (2022)
Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
Improving Post-Processing of Audio Event Detectors Using Reinforcement Learning. CoRR (2022)
Konstantinos Nomikos, Athanasios Papadimitriou, Mihalis Psarakis, Aggelos Pikrakis, Vincent Beroulle
Evaluation of Hiding-based Countermeasures against Deep Learning Side Channel Attacks with Pre-trained Networks. DFT (2022)
Panagiotis Tampakis, Eva Chondrodima, Andreas Tritsarolis, Aggelos Pikrakis, Yannis Theodoridis, Kostis Pristouris, Harry Nakos, Panagiotis Kalampokis, Theodore Dalamagas
i4sea: a big data platform for sea area monitoring and analysis of fishing vessels activity. Geo spatial Inf. Sci. 25 (2) (2022)
Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
Improving Post-Processing of Audio Event Detectors Using Reinforcement Learning. IEEE Access 10 (2022)
Aristotelis Koutris, Theodoros Siozos, Yannis Kopsinis, Aggelos Pikrakis, Timon Merk, Matthias Mahlig, Stylianos Papaharalabos, Peter Karlsson
Deep Learning-Based Indoor Localization Using Multi-View BLE Signal. Sensors 22 (7) (2022)
Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
A Deep Reinforcement Learning Approach To Audio-Based Navigation In A Multi-Speaker Environment. ICASSP (2021)
Ladislav Polak, Stanislav Rozum, Martin Slanina, Tomas Bravenec, Tomas Fryza, Aggelos Pikrakis
Received Signal Strength Fingerprinting-Based Indoor Location Estimation Employing Machine Learning. Sensors 21 (13) (2021)
Andreas Tritsarolis, Eva Chondrodima, Panagiotis Tampakis, Aggelos Pikrakis
Online Co-movement Pattern Prediction in Mobility Data. EDBT/ICDT Workshops (2021)
Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
A Deep Reinforcement Learning Approach for Audio-based Navigation and Audio Source Localization in Multi-speaker Environments. CoRR (2021)
Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
A Deep Reinforcement Learning Approach to Audio-Based Navigation in a Multi-Speaker Environment. CoRR (2021)
Kosmas Kritsis, Aggelos Gkiokas, Aggelos Pikrakis, Vassilis Katsouros
Attention-based Multimodal Feature Fusion for Dance Motion Generation. ICMI (2021)
Andreas Tritsarolis, Eva Chondrodima, Panagiotis Tampakis, Aggelos Pikrakis
Online Co-movement Pattern Prediction in Mobility Data. CoRR (2021)
Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
Directed Exploration Via Learnable Probability Distribution For Random Action Selection. ICME (2020)
Panagiotis Tampakis, Eva Chondrodima, Aggelos Pikrakis, Yannis Theodoridis, Kostis Pristouris, Harry Nakos, Eleni Petra, Theodore Dalamagas, Andreas Kandiros, Georgios Markakis, Irida Maina, Stefanos Kavadas
Sea Area Monitoring and Analysis of Fishing Vessels Activity: The i4sea Big Data Platform. MDM (2020)
Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
Neural Discrete Abstraction of High-Dimensional Spaces: A Case Study In Reinforcement Learning. EUSIPCO (2020)
Artan Salihu, Stefan Schwarz, Aggelos Pikrakis, Markus Rupp
Low-dimensional Representation Learning for Wireless CSI-based Localisation. WiMob (2020)
Ioanna Miliaresi, Kyriakos Poutos, Aggelos Pikrakis
Combining acoustic features and medical data in deep learning networks for voice pathology classification. EUSIPCO (2020)
Kosmas Kritsis, Theatina Kylafi, Maximos A. Kaliakatsos-Papakostas, Aggelos Pikrakis, Vassilis Katsouros
On the Adaptability of Recurrent Neural Networks for Real-Time Jazz Improvisation Accompaniment. Frontiers Artif. Intell. 3 (2020)
Kosmas Kritsis, Maximos A. Kaliakatsos-Papakostas, Vassilis Katsouros, Aggelos Pikrakis
Deep Convolutional and LSTM Neural Network Architectures on Leap Motion Hand Tracking Data Sequences. EUSIPCO (2019)
Nadine Kroher, Aggelos Pikrakis, José Miguel Díaz-Báñez
Discovery of Repeated Melodic Phrases in Folk Singing Recordings. IEEE Trans. Multim. 20 (6) (2018)
Nadine Kroher, Aggelos Pikrakis
Exploratory Analysis of a Large Flamenco Corpus using an Ensemble of Convolutional Neural Networks as a Structural Annotation Backend. CoRR (2018)
Reinier de Valk, Anja Volk, Andre Holzapfel, Aggelos Pikrakis, Nadine Kroher, Joren Six
MIRchiving: Challenges and opportunities of connecting MIR research and digital music archives. DLfM (2017)
Aggelos Pikrakis, Yannis Kopsinis, Nadine Kroher, José Miguel Díaz-Báñez
Unsupervised singing voice detection using dictionary learning. EUSIPCO (2016)
Giannis Karamanolakis, Elias Iosif, Athanasia Zlatintsi, Aggelos Pikrakis, Alexandros Potamianos
Audio-based Distributional Semantic Models for Music Auto-tagging and Similarity Measurement. CoRR (2016)
Giannis Karamanolakis, Elias Iosif, Athanasia Zlatintsi, Aggelos Pikrakis, Alexandros Potamianos
Audio-Based Distributional Representations of Meaning Using a Fusion of Feature Encodings. INTERSPEECH (2016)
Nadine Kroher, Aggelos Pikrakis, Jesus Moreno, José Miguel Díaz-Báñez
Discovery of repeated vocal patterns in polyphonic audio: A case study on flamenco music. EUSIPCO (2015)
Nikolaos Pitropakis, Aggelos Pikrakis, Costas Lambrinoudakis
Behaviour reflects personality: detecting co-residence attacks on Xen-based cloud environments. Int. J. Inf. Sec. 14 (4) (2015)
Aggelos Pikrakis, Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis
Pattern classification formulated as a missing data task: The audio genre classification case. ICASSP (2015)
Nikolaos Pitropakis, Dimitra Anastasopoulou, Aggelos Pikrakis, Costas Lambrinoudakis
If you want to know about a hunter, study his prey: detection of network based attacks on KVM based cloud environments. J. Cloud Comput. 3 (2014)
Aggelos Pikrakis, Sergios Theodoridis
Speech-music discrimination: A deep learning perspective. EUSIPCO (2014)
Bob L. Sturm, Corey Kereliuk, Aggelos Pikrakis
A closer look at deep learning neural networks with low-level spectral periodicity features. CIP (2014)
Aggelos Pikrakis
Unsupervised audio segmentation based on Restricted Boltzmann Machines. IISA (2014)
Mihalis Psarakis, Aggelos Pikrakis, Giannis Dendrinos
FPGA-based Acceleration for Tracking Audio Effects in Movies. FCCM (2012)
Aggelos Pikrakis, Francisco Gómez, Sergio Oramas, José Miguel Díaz-Báñez, Joaquín Mora, Francisco Escobar-Borrego, Emilia Gómez, Justin Salamon
Tracking Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings. ISMIR (2012)
Aggelos Pikrakis
Audio thumbnailing in video sharing sites. EUSIPCO (2012)
Markus Rupp, Fulvio Gini, Ana I. Pérez-Neira, Béatrice Pesquet-Popescu, Aggelos Pikrakis, Bülent Sankur, Patrick Vandewalle, Abdelhak M. Zoubir
Reproducible research in signal processing. EURASIP J. Adv. Signal Process. 2011 (2011)
Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis
A Multimodal Approach to Violence Detection in Video Sharing Sites. ICPR (2010)
Aggelos Pikrakis, Sergios Theodoridis
Adaptive structural analysis of music recordings. EUSIPCO (2009)
Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis
A dimensional approach to emotion recognition of speech from movies. ICASSP (2009)
Aggelos Pikrakis, Theodoros Giannakopoulos, Sergios Theodoridis
A Speech/Music Discriminator of Radio Recordings Based on Dynamic Programming and Bayesian Networks. IEEE Trans. Multim. 10 (5) (2008)
Aggelos Pikrakis, Theodoros Giannakopoulos, Sergios Theodoridis
Gunshot detection in audio streams from movies by means of dynamic programming and Bayesian networks. ICASSP (2008)
Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis
A novel efficient approach for audio segmentation. ICPR (2008)
Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis
Music tracking in audio streams from movies. MMSP (2008)
Iasonas Antonopoulos, Aggelos Pikrakis, Sergios Theodoridis
Locating Rhythmic Patterns in Music Recordings using Hidden Markov Models. ICASSP (1) (2007)
Aggelos Pikrakis, Sergios Theodoridis
An Application of Empirical Mode Decomposition on Tempo Induction from Music Recordings. ISMIR (2007)
Aggelos Pikrakis, Theodoros Giannakopoulos, Sergios Theodoridis
A dynamic programming approach to speech/music discrimination of radio recordings. EUSIPCO (2007)
Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis
A Multi-Class Audio Classification Method With Respect To Violent Content In Movies Using Bayesian Networks. MMSP (2007)
Iasonas Antonopoulos, Aggelos Pikrakis, Sergios Theodoridis, Olmo Cornelis, Dirk Moelants, Marc Leman
Music Retrieval by Rhythmic Similarity Applied on Greek and African Traditional Music. ISMIR (2007)
Aggelos Pikrakis, Theodoros Giannakopoulos, Sergios Theodoridis
Speech/music discrimination for radio broadcasts using a hybrid HMM-Bayesian Network architecture. EUSIPCO (2006)
Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
Classification of musical patterns using variable duration hidden Markov models. IEEE Trans. Speech Audio Process. 14 (5) (2006)
Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis
A Speech/Music Discriminator for Radio Recordings Using Bayesian Networks. ICASSP (5) (2006)
Aggelos Pikrakis, Theodoros Giannakopoulos, Sergios Theodoridis
A computationally efficient speech/music discriminator for radio recordings. ISMIR (2006)
Aggelos Pikrakis, Sergios Theodoridis
A Novel HMM Approach to Melody Spotting in Raw Audio Recordings. ISMIR (2005)
Aggelos Pikrakis, Sergios Theodoridis
Melody spotting in raw audio recordings using Variable Duration Hidden Markov Models. EUSIPCO (2005)
Aggelos Pikrakis, Iasonas Antonopoulos, Sergios Theodoridis
Music meter and tempo tracking from raw polyphonic audio. ISMIR (2004)
Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
Classification of musical patterns using variable duration Hidden Markov models. EUSIPCO (2004)
Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
Recognition of isolated musical patterns using context dependent dynamic time warping. IEEE Trans. Speech Audio Process. 11 (3) (2003)
Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
Recognition of isolated musical patterns using Context Dependent Dynamic Time Warping. EUSIPCO (2002)
Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
Recognition of Isolated Musical Patterns Using Hidden Markov Models. ICMAI (2002)
David De Roure, Wendy Hall, Siegfried Reich, Gary Hill, Aggelos Pikrakis, Mark A. Stairmand
MEMOIR - an open framework for enhanced navigation of distributed information. Inf. Process. Manag. 37 (1) (2001)
David De Roure, Wendy Hall, Siegfried Reich, Aggelos Pikrakis, Gary Hill, Mark A. Stairmand
An Open Framework for Collaborative Distributed Information Management. Comput. Networks 30 (1-7) (1998)
David De Roure, Wendy Hall, Siegfried Reich, Aggelos Pikrakis, Gary Hill, Mark A. Stairmand
An Open Architecture for Supporting Collaboration on the Web. WETICE (1998)
Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
Recognition of isolated musical patterns using discrete observation Hidden Markov models. EUSIPCO (1998)
Aggelos Pikrakis, Tilemahos Bitsikas, Stelios Sfakianakis, Michael Hatzopoulos, David DeRoure, Wendy Hall, Siegfried Reich, Gary Hill, Mark A. Stairmand
MEMOIR: Software Agents for Finding Similar Users by Trails. PAAM (1998)
Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
Recognition of Isolated Musical Patterns in the context of Greek Traditional Music using Dynamic Time Warping Techniques. ICMC (1997)
Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
Recognition of isolated musical patterns in the context of Greek traditional music. ICECS (1996)