Aggelos Pikrakis

81 papers A 2B 5C 4Misc 5Journal 28Unranked 36

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Computationally Efficient Fully Convolutional Network for Respiratory Sound Classification. EUSIPCO Ioanna Miliaresi, Aggelos Pikrakis
2024	J	`jnl`	Meta-learning with hypernetworks: Cost-effective fault detection in Parabolic Trough plants. Eng. Appl. Artif. Intell. Miguel Angel Pérez-Cutiño, Aggelos Pikrakis, José Miguel Díaz-Báñez, Juan Valverde García
2024	J	`jnl`	Predicting Co-movement patterns in mobility data. GeoInformatica Andreas Tritsarolis, Eva Chondrodima, Panagiotis Tampakis, Aggelos Pikrakis, Yannis Theodoridis
2024	C	`conf`	Towards Training Music Taggers on Synthetic Data. CBMI Nadine Kroher, Steven Manangu, Aggelos Pikrakis
2024	J	`jnl`	Towards Training Music Taggers on Synthetic Data. CoRR Nadine Kroher, Steven Manangu, Aggelos Pikrakis
2023	J	`jnl`	A Modular Deep Learning Architecture for Voice Pathology Classification. IEEE Access Ioanna Miliaresi, Aggelos Pikrakis
2023	J	`jnl`	An Efficient LSTM Neural Network-Based Framework for Vessel Location Forecasting. IEEE Trans. Intell. Transp. Syst. Eva Chondrodima, Nikos Pelekis, Aggelos Pikrakis, Yannis Theodoridis
2023	J	`jnl`	Can MusicGen Create Training Data for MIR Tasks? CoRR Nadine Kroher, Helena Cuesta, Aggelos Pikrakis
2023	—	`conf`	DAACI-VoDAn: Improving Vocal Detection with New Data and Methods. EUSIPCO Helena Cuesta, Nadine Kroher, Aggelos Pikrakis, Stojan Djordjevic
2023	—	`conf`	On the Prediction of Hardware Security Properties of HLS Designs Using Graph Neural Networks. DFT Amalia-Artemis Koufopoulou, Athanasios Papadimitriou, Aggelos Pikrakis, Mihalis Psarakis, David Hély
2023	J	`jnl`	On the Prediction of Hardware Security Properties of HLS Designs Using Graph Neural Networks. CoRR Amalia-Artemis Koufopoulou, Athanasios Papadimitriou, Aggelos Pikrakis, Mihalis Psarakis, David Hély
2022	—	`conf`	A Deep Multimodal Voice Pathology Classifier with Electroglottographic Signal Processing Capabilities. ICFSP Ioanna Miliaresi, Aggelos Pikrakis, Kyriakos Poutos
2022	J	`jnl`	DanceConv: Dance Motion Generation With Convolutional Networks. IEEE Access Kosmas Kritsis, Aggelos Gkiokas, Aggelos Pikrakis, Vassilis Katsouros
2022	J	`jnl`	Deep Learning-Based Indoor Localization Using Multi-View BLE Signal. Sensors Aristotelis Koutris, Theodoros Siozos, Yannis Kopsinis, Aggelos Pikrakis, Timon Merk, Matthias Mahlig, Stylianos Papaharalabos, Peter Karlsson
2022	—	`conf`	Evaluation of Hiding-based Countermeasures against Deep Learning Side Channel Attacks with Pre-trained Networks. DFT Konstantinos Nomikos, Athanasios Papadimitriou, Mihalis Psarakis, Aggelos Pikrakis, Vincent Beroulle
2022	J	`jnl`	Improving Post-Processing of Audio Event Detectors Using Reinforcement Learning. IEEE Access Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
2022	J	`jnl`	Improving Post-Processing of Audio Event Detectors Using Reinforcement Learning. CoRR Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
2022	J	`jnl`	i4sea: a big data platform for sea area monitoring and analysis of fishing vessels activity. Geo spatial Inf. Sci. Panagiotis Tampakis, Eva Chondrodima, Andreas Tritsarolis, Aggelos Pikrakis, Yannis Theodoridis, Kostis Pristouris, Harry Nakos, Panagiotis Kalampokis, Theodore Dalamagas
2021	Misc	`conf`	A Deep Reinforcement Learning Approach To Audio-Based Navigation In A Multi-Speaker Environment. ICASSP Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
2021	J	`jnl`	A Deep Reinforcement Learning Approach for Audio-based Navigation and Audio Source Localization in Multi-speaker Environments. CoRR Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
2021	J	`jnl`	A Deep Reinforcement Learning Approach to Audio-Based Navigation in a Multi-Speaker Environment. CoRR Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
2021	B	`conf`	Attention-based Multimodal Feature Fusion for Dance Motion Generation. ICMI Kosmas Kritsis, Aggelos Gkiokas, Aggelos Pikrakis, Vassilis Katsouros
2021	—	`conf`	Online Co-movement Pattern Prediction in Mobility Data. EDBT/ICDT Workshops Andreas Tritsarolis, Eva Chondrodima, Panagiotis Tampakis, Aggelos Pikrakis
2021	J	`jnl`	Online Co-movement Pattern Prediction in Mobility Data. CoRR Andreas Tritsarolis, Eva Chondrodima, Panagiotis Tampakis, Aggelos Pikrakis
2021	J	`jnl`	Received Signal Strength Fingerprinting-Based Indoor Location Estimation Employing Machine Learning. Sensors Ladislav Polak, Stanislav Rozum, Martin Slanina, Tomás Bravenec, Tomas Fryza, Aggelos Pikrakis
2020	—	`conf`	Combining acoustic features and medical data in deep learning networks for voice pathology classification. EUSIPCO Ioanna Miliaresi, Kyriakos Poutos, Aggelos Pikrakis
2020	A	`conf`	Directed Exploration Via Learnable Probability Distribution For Random Action Selection. ICME Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
2020	B	`conf`	Low-dimensional Representation Learning for Wireless CSI-based Localisation. WiMob Artan Salihu, Stefan Schwarz, Aggelos Pikrakis, Markus Rupp
2020	—	`conf`	Neural Discrete Abstraction of High-Dimensional Spaces: A Case Study In Reinforcement Learning. EUSIPCO Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
2020	J	`jnl`	On the Adaptability of Recurrent Neural Networks for Real-Time Jazz Improvisation Accompaniment. Frontiers Artif. Intell. Kosmas Kritsis, Theatina Kylafi, Maximos Kaliakatsos-Papakostas, Aggelos Pikrakis, Vassilis Katsouros
2020	B	`conf`	Sea Area Monitoring and Analysis of Fishing Vessels Activity: The i4sea Big Data Platform. MDM Panagiotis Tampakis, Eva Chondrodima, Aggelos Pikrakis, Yannis Theodoridis, Kostis Pristouris, Harry Nakos, Eleni Petra, Theodore Dalamagas, Andreas Kandiros, Georgios Markakis, Irida Maina, Stefanos Kavadas
2020	—	`conf`	Towards a Classification and Evaluation of Symbolic Music Encodings for RNN Music Generation. AIMC Manos Plitsis, Kosmas Kritsis, Maximos Kaliakatsos-Papakostas, Aggelos Pikrakis, Vassilis Katsouros
2019	—	`conf`	Deep Convolutional and LSTM Neural Network Architectures on Leap Motion Hand Tracking Data Sequences. EUSIPCO Kosmas Kritsis, Maximos Kaliakatsos-Papakostas, Vassilis Katsouros, Aggelos Pikrakis
2018	J	`jnl`	Discovery of Repeated Melodic Phrases in Folk Singing Recordings. IEEE Trans. Multim. Nadine Kroher, Aggelos Pikrakis, José Miguel Díaz-Báñez
2018	J	`jnl`	Exploratory Analysis of a Large Flamenco Corpus using an Ensemble of Convolutional Neural Networks as a Structural Annotation Backend. CoRR Nadine Kroher, Aggelos Pikrakis
2017	—	`conf`	MIRchiving: Challenges and opportunities of connecting MIR research and digital music archives. DLfM Reinier de Valk, Anja Volk, Andre Holzapfel, Aggelos Pikrakis, Nadine Kroher, Joren Six
2016	A	`conf`	Audio-Based Distributional Representations of Meaning Using a Fusion of Feature Encodings. INTERSPEECH Giannis Karamanolakis, Elias Iosif, Athanasia Zlatintsi, Aggelos Pikrakis, Alexandros Potamianos
2016	J	`jnl`	Audio-based Distributional Semantic Models for Music Auto-tagging and Similarity Measurement. CoRR Giannis Karamanolakis, Elias Iosif, Athanasia Zlatintsi, Aggelos Pikrakis, Alexandros Potamianos
2016	—	`conf`	Unsupervised singing voice detection using dictionary learning. EUSIPCO Aggelos Pikrakis, Yannis Kopsinis, Nadine Kroher, José Miguel Díaz-Báñez
2015	J	`jnl`	Behaviour reflects personality: detecting co-residence attacks on Xen-based cloud environments. Int. J. Inf. Sec. Nikolaos Pitropakis, Aggelos Pikrakis, Costas Lambrinoudakis
2015	—	`conf`	Discovery of repeated vocal patterns in polyphonic audio: A case study on flamenco music. EUSIPCO Nadine Kroher, Aggelos Pikrakis, Jesús Moreno, José Miguel Díaz-Báñez
2015	Misc	`conf`	Pattern classification formulated as a missing data task: The audio genre classification case. ICASSP Aggelos Pikrakis, Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis
2014	—	`conf`	A closer look at deep learning neural networks with low-level spectral periodicity features. CIP Bob L. T. Sturm, Corey Kereliuk, Aggelos Pikrakis
2014	J	`jnl`	If you want to know about a hunter, study his prey: detection of network based attacks on KVM based cloud environments. J. Cloud Comput. Nikolaos Pitropakis, Dimitra Anastasopoulou, Aggelos Pikrakis, Costas Lambrinoudakis
2014	—	`conf`	Speech-music discrimination: A deep learning perspective. EUSIPCO Aggelos Pikrakis, Sergios Theodoridis
2014	—	`conf`	Unsupervised audio segmentation based on Restricted Boltzmann Machines. IISA Aggelos Pikrakis
2012	—	`conf`	Audio thumbnailing in video sharing sites. EUSIPCO Aggelos Pikrakis
2012	Misc	`conf`	FPGA-based Acceleration for Tracking Audio Effects in Movies. FCCM Mihalis Psarakis, Aggelos Pikrakis, Giannis Dendrinos
2012	—	`conf`	Tracking Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings. ISMIR Aggelos Pikrakis, Francisco Gómez, Sergio Oramas, José Miguel Díaz-Báñez, Joaquín Mora, Francisco Escobar-Borrego, Emilia Gómez, Justin Salamon
2011	J	`jnl`	Reproducible research in signal processing. EURASIP J. Adv. Signal Process. Markus Rupp, Fulvio Gini, Ana I. Pérez-Neira, Béatrice Pesquet-Popescu, Aggelos Pikrakis, Bülent Sankur, Patrick Vandewalle, Abdelhak M. Zoubir
2010	B	`conf`	A Multimodal Approach to Violence Detection in Video Sharing Sites. ICPR Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis
2009	Misc	`conf`	A dimensional approach to emotion recognition of speech from movies. ICASSP Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis
2009	—	`conf`	Adaptive structural analysis of music recordings. EUSIPCO Aggelos Pikrakis, Sergios Theodoridis
2008	J	`jnl`	A Speech/Music Discriminator of Radio Recordings Based on Dynamic Programming and Bayesian Networks. IEEE Trans. Multim. Aggelos Pikrakis, Theodoros Giannakopoulos, Sergios Theodoridis
2008	B	`conf`	A novel efficient approach for audio segmentation. ICPR Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis
2008	Misc	`conf`	Gunshot detection in audio streams from movies by means of dynamic programming and Bayesian networks. ICASSP Aggelos Pikrakis, Theodoros Giannakopoulos, Sergios Theodoridis
2008	C	`conf`	Music tracking in audio streams from movies. MMSP Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis
2007	C	`conf`	A Multi-Class Audio Classification Method With Respect To Violent Content In Movies Using Bayesian Networks. MMSP Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis
2007	—	`conf`	A dynamic programming approach to speech/music discrimination of radio recordings. EUSIPCO Aggelos Pikrakis, Theodoros Giannakopoulos, Sergios Theodoridis
2007	—	`conf`	An Application of Empirical Mode Decomposition on Tempo Induction from Music Recordings. ISMIR Aggelos Pikrakis, Sergios Theodoridis
2007	—	`conf`	Locating Rhythmic Patterns in Music Recordings using Hidden Markov Models. ICASSP (1) Iasonas Antonopoulos, Aggelos Pikrakis, Sergios Theodoridis
2007	—	`conf`	Music Retrieval by Rhythmic Similarity Applied on Greek and African Traditional Music. ISMIR Iasonas Antonopoulos, Aggelos Pikrakis, Sergios Theodoridis, Olmo Cornelis, Dirk Moelants, Marc Leman
2006	—	`conf`	A Speech/Music Discriminator for Radio Recordings Using Bayesian Networks. ICASSP (5) Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis
2006	—	`conf`	A computationally efficient speech/music discriminator for radio recordings. ISMIR Aggelos Pikrakis, Theodoros Giannakopoulos, Sergios Theodoridis
2006	J	`jnl`	Classification of musical patterns using variable duration hidden Markov models. IEEE Trans. Speech Audio Process. Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
2006	—	`conf`	Speech/music discrimination for radio broadcasts using a hybrid HMM-Bayesian Network architecture. EUSIPCO Aggelos Pikrakis, Theodoros Giannakopoulos, Sergios Theodoridis
2005	—	`conf`	A Novel HMM Approach to Melody Spotting in Raw Audio Recordings. ISMIR Aggelos Pikrakis, Sergios Theodoridis
2005	—	`conf`	Melody spotting in raw audio recordings using Variable Duration Hidden Markov Models. EUSIPCO Aggelos Pikrakis, Sergios Theodoridis
2004	—	`conf`	Classification of musical patterns using variable duration Hidden Markov models. EUSIPCO Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
2004	—	`conf`	Music meter and tempo tracking from raw polyphonic audio. ISMIR Aggelos Pikrakis, Iasonas Antonopoulos, Sergios Theodoridis
2003	J	`jnl`	Recognition of isolated musical patterns using context dependent dynamic time warping. IEEE Trans. Speech Audio Process. Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
2002	—	`conf`	Recognition of Isolated Musical Patterns Using Hidden Markov Models. ICMAI Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
2002	—	`conf`	Recognition of isolated musical patterns using Context Dependent Dynamic Time Warping. EUSIPCO Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
2002	—	`—`	Ανάπτυξη και υλοποίηση τεχνικών επεξεργασίας σημάτων για τη μελέτη μουσικολογικών μορφωμάτων Aggelos Pikrakis
2001	J	`jnl`	MEMOIR - an open framework for enhanced navigation of distributed information. Inf. Process. Manag. David De Roure, Wendy Hall, Siegfried Reich, Gary Hill, Aggelos Pikrakis, Mark A. Stairmand
1998	C	`conf`	An Open Architecture for Supporting Collaboration on the Web. WETICE David De Roure, Wendy Hall, Siegfried Reich, Aggelos Pikrakis, Gary Hill, Mark A. Stairmand
1998	J	`jnl`	An Open Framework for Collaborative Distributed Information Management. Comput. Networks David De Roure, Wendy Hall, Siegfried Reich, Aggelos Pikrakis, Gary Hill, Mark A. Stairmand
1998	—	`conf`	MEMOIR: Software Agents for Finding Similar Users by Trails. PAAM Aggelos Pikrakis, Tilemahos Bitsikas, Stelios Sfakianakis, Michael Hatzopoulos, David DeRoure, Wendy Hall, Siegfried Reich, Gary Hill, Mark A. Stairmand
1998	—	`conf`	Recognition of isolated musical patterns using discrete observation Hidden Markov models. EUSIPCO Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
1997	—	`conf`	Recognition of Isolated Musical Patterns in the context of Greek Traditional Music using Dynamic Time Warping Techniques. ICMC Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
1996	—	`conf`	Recognition of isolated musical patterns in the context of Greek traditional music. ICECS Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos