Nikolaos Giannakeas

91 papers B 10C 8Journal 38Unranked 34

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dataset of Students for Learning Analytics with Gamification. Data Fotios Bosmos, Elissavet Kosta, Konstantinos Sakkas, Niki Eleni Ntagka, Nikolaos Giannakeas
2025	J	`jnl`	A Complementary Dataset of Scalp EEG Recordings Featuring Participants with Alzheimer's Disease, Frontotemporal Dementia, and Healthy Controls, Obtained from Photostimulation EEG. Data Aimilia Ntetska, Andreas Miltiadous, Markos G. Tsipouras, Katerina D. Tzimourta, Theodora Afrantou, Panagiotis Ioannidis, Dimitrios G. Tsalikakis, Konstantinos Sakkas, Emmanouil D. Oikonomou, Nikolaos Grigoriadis, Pantelis Angelidis, Nikolaos Giannakeas, Alexandros T. Tzallas
2025	—	`conf`	A LEAP Toward Precision Medicine for Parkinson's Disease. SEEDA-CECNSM Emmanouil D. Oikonomou, Konstantinos Sakkas, Niki Eleni Ntagka, Nikolaos Giannakeas, Konstantinos Kalafatakis, Alexandros Arjmand, Evripidis Glavas, Alexandros T. Tzallas, Andreas Miltiadous
2025	—	`conf`	AI-Driven Digital Twins in Medical Education: Virtual Avatars for Neurodegenerative Disease Training. SEEDA-CECNSM Konstantinos Sakkas, Niki Eleni Ntagka, Emmanouil D. Oikonomou, Nikolaos Giannakeas, Alexandros T. Tzallas, Andreas Miltiadous
2025	J	`jnl`	An evolutionary extreme learning machine algorithm for multi-cube unit single-layer neural networks. Appl. Soft Comput. Vasileios Christou, Alexandros T. Tzallas, Christos Gogos, Markos G. Tsipouras, Georgios Tsoumanis, Nikolaos Giannakeas
2025	B	`conf`	Driving and Sleep Deprivation: Comparing Interventions Using a Driving Simulator with EEG Analysis. CBMS Niki Eleni Ntagka, Emmanouil D. Oikonomou, Konstantinos Sakkas, Vasileios Choutas, Vasileios Aspiotis, Nikolaos Giannakeas, Alexandros T. Tzallas, Andreas Miltiadous
2025	B	`conf`	Neurodegenerative Disease Classification with EEG: A Deep Learning Approach for Dementia Diagnosis. CBMS Andreas Miltiadous, Konstantinos Sakkas, Emmanouil D. Oikonomou, Aimilia Ntetska, Nikolaos Giannakeas, Alexandros T. Tzallas
2025	J	`jnl`	X-Balloon: A cloud-based platform for annotation and reinforced deep learning in digital pathology images. SoftwareX Odysseas Tsakai, Andreas Miltiadous, Panagiotis N. Smyrlis, Alexandros T. Tzallas, Markos G. Tsipouras, Nikolaos Giannakeas
2024	J	`jnl`	Empowering Individuals With Disabilities: A 4-DoF BCI Wheelchair Using MI and EOG Signals. IEEE Access Kosmas Glavas, Katerina D. Tzimourta, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras
2024	J	`jnl`	How natural language processing derived techniques are used on biological data: a systematic review. Netw. Model. Anal. Health Informatics Bioinform. Emmanouil D. Oikonomou, Petros S. Karvelis, Nikolaos Giannakeas, Aristidis G. Vrahatis, Evripidis Glavas, Alexandros T. Tzallas
2024	J	`jnl`	Personalized Visualization of the Gestures of Parkinson's Disease Patients with Virtual Reality. Future Internet Konstantinos Sakkas, Eirini Georgia Dimitriou, Niki Eleni Ntagka, Nikolaos Giannakeas, Konstantinos Kalafatakis, Alexandros T. Tzallas, Evripidis Glavas
2023	—	`conf`	A Comparative Testing of Yolov8-Based Algorithm for Cancer Biopsy Images: Case Study on Pannuke Pan-Cancer Dataset. SEEDA-CECNSM Panagiotis N. Smyrlis, Odysseas Tsakai, Konstantinos Vogklis, Nikolaos Giannakeas, Alexandros T. Tzallas, George F. Fragulis, Markos G. Tsipouras
2023	J	`jnl`	A Dataset of Scalp EEG Recordings of Alzheimer's Disease, Frontotemporal Dementia and Healthy Subjects from Routine EEG. Data Andreas Miltiadous, Katerina D. Tzimourta, Theodora Afrantou, Panagiotis Ioannidis, Nikolaos Grigoriadis, Dimitrios G. Tsalikakis, Pantelis Angelidis, Markos G. Tsipouras, Euripidis Glavas, Nikolaos Giannakeas, Alexandros T. Tzallas
2023	—	`conf`	A Novel Approach for Cancer Image Segmentation. BIBM Panagiotis N. Smyrlis, Konstantinos Vogklis, Odysseas Tsakai, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras
2023	J	`jnl`	An Improved Medical Image Compression Method Based on Wavelet Difference Reduction. IEEE Access Matina Ch. Zerva, Vasileios Christou, Nikolaos Giannakeas, Alexandros T. Tzallas, Lisimachos P. Kondi
2023	J	`jnl`	An optimized hybrid methodology for non-invasive fetal electrocardiogram signal extraction and monitoring. Array Theodoros Lampros, Konstantinos Kalafatakis, Nikolaos Giannakeas, Markos G. Tsipouras, Euripidis Glavas, Alexandros T. Tzallas
2023	—	`conf`	Augmenting Education. iMETA Foteini Gramouseni, Georgios Prapas, Pantelis Angelidis, Nikolaos Giannakeas, Markos G. Tsipouras
2023	J	`jnl`	Cognitive Assessment Based on Electroencephalography Analysis in Virtual and Augmented Reality Environments, Using Head Mounted Displays: A Systematic Review. Big Data Cogn. Comput. Foteini Gramouseni, Katerina D. Tzimourta, Pantelis Angelidis, Nikolaos Giannakeas, Markos G. Tsipouras
2023	J	`jnl`	DICE-Net: A Novel Convolution-Transformer Architecture for Alzheimer Detection in EEG Signals. IEEE Access Andreas Miltiadous, Emmanouil Gionanidis, Katerina D. Tzimourta, Nikolaos Giannakeas, Alexandros T. Tzallas
2023	—	`conf`	Deep-in-Biopsies: AI-supported biopsy image processing for accurate pathology diagnosis and staging. BIBM Odysseas Tsakai, Panagiotis N. Smyrlis, Nikolaos S. Katertsidis, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras
2023	B	`conf`	Enhanced Alzheimer's disease and Frontotemporal Dementia EEG Detection: Combining lightGBM Gradient Boosting with Complexity Features. CBMS Andreas Miltiadous, Katerina D. Tzimourta, Vasileios Aspiotis, Theodora Afrantou, Markos G. Tsipouras, Nikolaos Giannakeas, Euripidis Glavas, Alexandros T. Tzallas
2023	—	`conf`	Exploring Ensemble Machine Learning Models for Attention and Memory Assesment. TSP Foteini Gramouseni, Georgios Prapas, Christos Bellos, Pantelis Angelidis, Nikolaos Giannakeas, Markos G. Tsipouras
2023	—	`conf`	Fetal ECG Extraction Based on Overcomplete ICA and Empirical Wavelet Transform. AIAI (Workshops) Theodoros Lampros, Nikolaos Giannakeas, Konstantinos Kalafatakis, Markos G. Tsipouras, Alexandros T. Tzallas
2023	J	`jnl`	Machine Learning Algorithms for Epilepsy Detection Based on Published EEG Databases: A Systematic Review. IEEE Access Andreas Miltiadous, Katerina D. Tzimourta, Nikolaos Giannakeas, Markos G. Tsipouras, Euripidis Glavas, Konstantinos Kalafatakis, Alexandros T. Tzallas
2023	J	`jnl`	Performance and early drop prediction for higher education students using machine learning. Expert Syst. Appl. Vasileios Christou, Ioannis G. Tsoulos, Vasileios Loupas, Alexandros T. Tzallas, Christos Gogos, Petros S. Karvelis, Nikolaos Antoniadis, Evripidis Glavas, Nikolaos Giannakeas
2023	J	`jnl`	Scalable Consensus Over Finite Capacities in Multiagent IoT Ecosystems. IEEE Internet Things J. Aristidis G. Anagnostakis, Charilaos Naxakis, Nikolaos Giannakeas, Markos G. Tsipouras, Alexandros T. Tzallas, Euripidis Glavas
2023	J	`jnl`	Virtual and Augmented Experience in Virtual Learning Tours. Inf. Fotios Bosmos, Alexandros T. Tzallas, Markos G. Tsipouras, Evripidis Glavas, Nikolaos Giannakeas
2022	—	`conf`	A Fairness-aware Coverage Algorithm for Drone Swarms. SEEDA-CECNSM Konstantinos Bezas, Georgios Tsoumanis, Kyriakos Koritsoglou, Konstantinos Oikonomou, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras, Constantinos T. Angelis
2022	J	`jnl`	A Traffic-Load-Based Algorithm for Wireless Sensor Networks' Lifetime Extension. Inf. Georgios Tsoumanis, Nikolaos Giannakeas, Alexandros T. Tzallas, Evripidis Glavas, Kyriakos Koritsoglou, Evaggelos Karvounis, Konstantinos Bezas, Constantinos T. Angelis
2022	—	`conf`	A non-invasive closed-loop diagnostic and therapeutic wearable device for diabetic hyperglycemia prevention: System Architecture. SEEDA-CECNSM Vasiliki Fiska, Sofia Evangelou, Nikolaos Giannakeas, Alexandros T. Tzallas, Pantelis Angelidis, Markos G. Tsipouras
2022	—	`conf`	A peer, "wallet-only" consensus schema for ownership transfer over finite populations. SEEDA-CECNSM Aristidis G. Anagnostakis, Nikolaos Giannakeas, Alexandros T. Tzallas, Markos G. Tsipouras, Euripidis Glavas
2022	—	`conf`	A survey on the awareness on Virtual Reality, Internet of Things and Blockchain in the 4 SEEDA-CECNSM Konstantinos Sakkas, Niki Eleni Ntagka, Panagiota Vinni, Paraskevi Artemi, Aristidis G. Anagnostakis, Nikolaos Giannakeas, Katerina D. Tzimourta, Alexandros T. Tzallas, Euripidis Glavas
2022	—	`conf`	An experimental protocol for exploration of stress in an immersive VR scenario with EEG. SEEDA-CECNSM Andreas Miltiadous, Vasileios Aspiotis, Konstantinos Sakkas, Nikolaos Giannakeas, Euripidis Glavas, Alexandros T. Tzallas
2022	—	`conf`	Analysis of Emotions through the Use of Physiological Signals. SEEDA-CECNSM Konstantinos Sakkas, Alexandra Tsogka, Athanasios Gkimitzoudis, Nikolaos Giannakeas, Katerina D. Tzimourta, Markos G. Tsipouras, Euripidis Glavas, Alexandros T. Tzallas
2022	—	`conf`	Applied Virtual Reality in 3D Geometry. SEEDA-CECNSM Konstantinos Sakkas, Alexandra Tsogka, Nikolaos Giannakeas, Katerina D. Tzimourta, Alexandros T. Tzallas, Euripidis Glavas
2022	J	`jnl`	Assessing Electroencephalography as a Stress Indicator: A VR High-Altitude Scenario Monitored through EEG and ECG. Sensors Vasileios Aspiotis, Andreas Miltiadous, Konstantinos Kalafatakis, Katerina D. Tzimourta, Nikolaos Giannakeas, Markos G. Tsipouras, Dimitrios Peschos, Euripidis Glavas, Alexandros T. Tzallas
2022	J	`jnl`	Automatic Hemiplegia Type Detection (Right or Left) Using the Levenberg-Marquardt Backpropagation Method. Inf. Vasileios Christou, Alexandros Arjmand, Dimitrios Dimopoulos, Dimitrios Varvarousis, Ioannis G. Tsoulos, Alexandros T. Tzallas, Christos Gogos, Markos G. Tsipouras, Evripidis Glavas, Avraam Ploumis, Nikolaos Giannakeas
2022	J	`jnl`	Classification of EEG signals from young adults with dyslexia combining a Brain Computer Interface device and an Interactive Linguistic Software Tool. Biomed. Signal Process. Control. Pavlos Christodoulides, Andreas Miltiadous, Katerina D. Tzimourta, Dimitrios Peschos, Georgios Ntritsos, Victoria Zakopoulou, Nikolaos Giannakeas, Loukas G. Astrakas, Markos G. Tsipouras, Konstantinos I. Tsamis, Euripidis Glavas, Alexandros T. Tzallas
2022	J	`jnl`	Ensemble Convolutional Neural Network Classification for Pancreatic Steatosis Assessment in Biopsy Images. Inf. Alexandros Arjmand, Odysseas Tsakai, Vasileios Christou, Alexandros T. Tzallas, Markos G. Tsipouras, Roberta Forlano, Pinelopi Manousou, Robert D. Goldin, Christos Gogos, Evripidis Glavas, Nikolaos Giannakeas
2022	J	`jnl`	Evaluating the Window Size's Role in Automatic EEG Epilepsy Detection. Sensors Vasileios Christou, Andreas Miltiadous, Ioannis G. Tsoulos, Evaggelos Karvounis, Katerina D. Tzimourta, Markos G. Tsipouras, Nikolaos P. Anastasopoulos, Alexandros T. Tzallas, Nikolaos Giannakeas
2022	J	`jnl`	Heterogeneous hybrid extreme learning machine for temperature sensor accuracy improvement. Expert Syst. Appl. Vasileios Christou, Kyriakos Koritsoglou, Georgios Ntritsos, Georgios Tsoumanis, Markos G. Tsipouras, Nikolaos Giannakeas, Evripidis Glavas, Alexandros T. Tzallas
2022	—	`conf`	Human Activity Recognition using Machine Learning Techniques. SEEDA-CECNSM Vasileios Nastos, Alexandros Arjmand, Klevis Tsakai, Dimitrios Dimopoulos, Dimitrios Varvarousis, Alexandros T. Tzallas, Nikolaos Giannakeas, Avraam Ploumis, Christos Gogos
2022	—	`conf`	Intra-User Analysis Based on Brain-Computer Interface Controlled Game. TSP Kosmas Glavas, Georgios Prapas, Katerina D. Tzimourta, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras
2022	—	`conf`	Motor Imagery Approach for BCI Game Development. SEEDA-CECNSM Georgios Prapas, Kosmas Glavas, Alexandros T. Tzallas, Katerina D. Tzimourta, Nikolaos Giannakeas, Markos G. Tsipouras
2022	—	`conf`	Pediatric Epilepsy Assessment Based on EEG Analysis. TSP Yannis Misirlis, Katerina D. Tzimourta, Pantelis Angelidis, Nikolaos Giannakeas, Alexandros T. Tzallas, Markos G. Tsipouras
2022	—	`conf`	Virtual and augmented experience in cultural places: The perspective of integration in the learning process. SEEDA-CECNSM Fotios Bosmos, Alexandros T. Tzallas, Markos G. Tsipouras, Nikolaos Giannakeas
2021	—	`conf`	A Hospital Healthcare Monitoring System Using Internet of Things Technologies. SEEDA-CECNSM Evaggelos Karvounis, Maria G. Vavva, Nikolaos Giannakeas, Alexandros T. Tzallas, Ioannis Smanis, Markos G. Tsipouras
2021	—	`conf`	A Traffic Load-based Algorithm for Extending the Lifetime of Wireless Sensor Networks. SEEDA-CECNSM Georgios Tsoumanis, Nikolaos Giannakeas, Alexandros T. Tzallas, Evripidis Glavas, Kyriakos Koritsoglou, Evaggelos Karvounis, Constantinos T. Angelis
2021	—	`conf`	Active touch classification using EEG signals. SEEDA-CECNSM Vasileios Aspiotis, Dimitrios Peschos, Katerina D. Tzimourta, Markos G. Tsipouras, Al Husein Sami Abosaleh, Evangelos Antoniou, Nikolaos Giannakeas, Alexandros T. Tzallas, Euripidis Glavas
2021	J	`jnl`	An evolutionary algorithm-based optimization method for the classification and quantification of steatosis prevalence in liver biopsy images. Array Alexandros Arjmand, Vasileios Christou, Ioannis G. Tsoulos, Markos G. Tsipouras, Alexandros T. Tzallas, Christos Gogos, Euripidis Glavas, Nikolaos Giannakeas
2021	—	`conf`	Automated Quantification of Pancreatic Steatosis in Biopsy Images using a Classification Based System. SEEDA-CECNSM Alexandros Arjmand, M. Pappas, Odysseas Tsakai, V. Christon, Alexandros T. Tzallas, Markos G. Tsipouras, Roberta Forlano, Pinelopi Manousou, Robert D. Goldin, Evripidis Glavas, Nikolaos Giannakeas
2021	—	`conf`	Automatic Parkinson's tremor assessment with data analysis from daily activities. SEEDA-CECNSM Vasiliki Fiska, Vasiliki Gakilazou, Nikolaos S. Katertsidis, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras
2021	J	`jnl`	EEG-Based Eye Movement Recognition Using Brain-Computer Interface and Random Forests. Sensors Evangelos Antoniou, Pavlos Bozios, Vasileios Christou, Katerina D. Tzimourta, Konstantinos Kalafatakis, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas
2021	J	`jnl`	IoT Micro-Blockchain Fundamentals. Sensors Aristidis G. Anagnostakis, Nikolaos Giannakeas, Markos G. Tsipouras, Euripidis Glavas, Alexandros T. Tzallas
2021	J	`jnl`	Machine Learning Algorithms and Statistical Approaches for Alzheimer's Disease Analysis Based on Resting-State EEG Recordings: A Systematic Review. Int. J. Neural Syst. Katerina D. Tzimourta, Vasileios Christou, Alexandros T. Tzallas, Nikolaos Giannakeas, Loukas G. Astrakas, Pantelis Angelidis, Dimitrios G. Tsalikakis, Markos G. Tsipouras
2021	—	`conf`	Neural Network-Based approach for Hemiplegia Detection via Accelerometer Signals. SEEDA-CECNSM Vasileios Christou, Alexandros Arjmand, Dimitrios Dimopoulos, Dimitrios Varvarousis, Alexandros T. Tzallas, Christos Gogos, Markos G. Tsipouras, Avraam Ploumis, Nikolaos Giannakeas
2020	—	`conf`	A Lifetime Extension Framework for Wireless Sensor Networks. TSP Georgios Tsoumanis, Nikolaos Giannakeas, Alexandros T. Tzallas, Evripidis Glavas, Eleftherios Stergiou, Konstantinos Oikonomou, Constantinos T. Angelis
2020	C	`conf`	Fetal Heart Beat detection based on Empirical Mode Decomposition, Signal Quality Indices and Correlation Analysis. BIBE Theodoros Lampros, Konstantinos Kalafatakis, Ioannis G. Violaris, Nikolaos Giannakeas, Alexandros T. Tzallas, Markos G. Tsipouras
2020	J	`jnl`	Improving the Accuracy of Low-Cost Sensor Measurements for Freezer Automation. Sensors Kyriakos Koritsoglou, Vasileios Christou, Georgios Ntritsos, Georgios Tsoumanis, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas
2020	C	`conf`	Motor data analysis of Parkinson's disease patients. BIBE Vasiliki Fiska, Nikolaos Giannakeas, Nikolaos S. Katertsidis, Alexandros T. Tzallas, Konstantinos Kalafatakis, Markos G. Tsipouras
2020	B	`conf`	Self-Adaptive Hybrid Extreme Learning Machine for Heterogeneous Neural Networks. IJCNN Vasileios Christou, Georgios Ntritsos, Alexandros T. Tzallas, Markos G. Tsipouras, Nikolaos Giannakeas
2020	—	`conf`	Transfer Learning versus Custom CNN Architectures in NAFLD Biopsy Images. TSP Alexandros Arjmand, Vasileios Christou, Alexandros T. Tzallas, Markos G. Tsipouras, Constantinos T. Angelis, Georgios Tsoumanis, Evripidis Glavas, Roberta Forlano, Pinelopi Manousou, Nikolaos Giannakeas
2019	J	`jnl`	A Low-Cost Indoor Activity Monitoring System for Detecting Frailty in Older Adults. Sensors Thomas I. Tegou, Ilias Kalamaras, Markos G. Tsipouras, Nikolaos Giannakeas, Konstantinos Votis, Dimitrios Tzovaras
2019	J	`jnl`	Analysis of electroencephalographic signals complexity regarding Alzheimer's Disease. Comput. Electr. Eng. Katerina D. Tzimourta, Theodora Afrantou, Panagiotis Ioannidis, Maria Karatzikou, Alexandros T. Tzallas, Nikolaos Giannakeas, Loukas G. Astrakas, Pantelis A. Angelidis, Evripidis Glavas, Nikolaos Grigoriadis, Dimitrios G. Tsalikakis, Markos G. Tsipouras
2019	C	`conf`	Automated Assessment of Pain Intensity Based on EEG Signal Analysis. BIBE Panagiotis A. Bonotis, Dimosthenis C. Tsouros, Panagiotis N. Smyrlis, Alexandros T. Tzallas, Nikolaos Giannakeas, Evripidis Glavas, Markos G. Tsipouras
2019	—	`conf`	Deep Learning in Liver Biopsies using Convolutional Neural Networks. TSP Alexandros Arjmand, Constantinos T. Angelis, Alexandros T. Tzallas, Markos G. Tsipouras, Evripidis Glavas, Roberta Forlano, Pinelopi Manousou, Nikolaos Giannakeas
2019	J	`jnl`	Hybrid extreme learning machine approach for heterogeneous neural networks. Neurocomputing Vasileios Christou, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas, Gavin Brown
2019	—	`conf`	Optimum Capacity over Power Consumption Requirements in MIMO Systems. TSP Eleftherios Stergiou, Constantinos T. Angelis, Nikolaos Giannakeas, Georgios Tsoumanis, Alexandros T. Tzallas, Evripidis Glavas
2018	B	`conf`	Assessing the Frailty of Older People using Bluetooth Beacons Data. WiMob Markos G. Tsipouras, Nikolaos Giannakeas, Thomas I. Tegou, Ilias Kalamaras, Konstantinos Votis, Dimitrios Tzovaras
2018	—	`conf`	Fat Droplets Identification in Liver Biopsies using Supervised Learning Techniques. PETRA Alexandros Arjmand, Alexandros T. Tzallas, Markos G. Tsipouras, Roberta Forlano, Pinelopi Manousou, Nikolaos S. Katertsidis, Nikolaos Giannakeas
2018	J	`jnl`	Hybrid extreme learning machine approach for homogeneous neural networks. Neurocomputing Vasileios Christou, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas
2018	B	`conf`	Random Forests with Stochastic Induction of Decision Trees. ICTAI Markos G. Tsipouras, Dimosthenis C. Tsouros, Panagiotis N. Smyrlis, Nikolaos Giannakeas, Alexandros T. Tzallas
2017	J	`jnl`	A methodology for automated CPA extraction using liver biopsy image analysis and machine learning techniques. Comput. Methods Programs Biomed. Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas, Zoe E. Tsianou, Pinelopi Manousou, Andrew Hall, Ioannis G. Tsoulos, Epameinondas Tsianos
2017	B	`conf`	Automated Collagen Proportional Area Extraction in Liver Biopsy Images Using a Novel Classification via Clustering Algorithm. CBMS Dimosthenis C. Tsouros, Panagiotis N. Smyrlis, Markos G. Tsipouras, Dimitrios G. Tsalikakis, Nikolaos Giannakeas, Alexandros T. Tzallas, Pinelopi Manousou
2017	J	`jnl`	Automated Detection of Liver Histopathological Findings Based on Biopsy Image Processing. Inf. Maria Tsiplakidou, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas, Pinelopi Manousou
2017	B	`conf`	EEG Classification and Short-Term Epilepsy Prognosis Using Brain Computer Interface Software. CBMS Alexandros T. Tzallas, Nikolaos Giannakeas, Kostantinos N. Zoulis, Markos G. Tsipouras, Euripidis Glavas, Katerina D. Tzimourta, Loukas G. Astrakas, Spyridon Konitsiotis
2017	C	`conf`	Image Enhancement of Routine Biopsies: A Case for Liver Tissue Detection. BIBE Nikolaos Giannakeas, Maria Tsiplakidou, Markos G. Tsipouras, Pinelopi Manousou, Roberta Forlano, Alexandros T. Tzallas
2017	B	`conf`	Measuring Steatosis in Liver Biopsies Using Machine Learning and Morphological Imaging. CBMS Nikolaos Giannakeas, Markos G. Tsipouras, Alexandros T. Tzallas, Maria G. Vavva, Maria Tsimplakidou, Evaggelos C. Karvounis, Roberta Forlano, Pinelopi Manousou
2017	C	`conf`	Protein Structure Recognition by Means of Sequential Pattern Mining. BIBE Anna N. Ntagiou, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas
2017	C	`conf`	Rule Editor for ARDEN Syntax Generation towards a more Effective Self-Management of Asthma Disease Patients. BIBE Markos G. Tsipouras, Nikolaos Giannakeas, Stefanos Doumpoulakis, Antonis Voulgaridis, Dimitrios Kikidis, Konstantinos Votis, Dimitrios Tzovaras
2017	B	`conf`	Wavelet Based Classification of Epileptic Seizures in EEG Signals. CBMS Katerina D. Tzimourta, Loukas G. Astrakas, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas, Spyridon Konitsiotis
2016	J	`jnl`	A generalized methodology for the gridding of microarray images with rectangular or hexagonal grid. Signal Image Video Process. Nikolaos Giannakeas, Fanis G. Kalatzis, Markos G. Tsipouras, Dimitrios I. Fotiadis
2016	—	`conf`	Automated Hepatic Steatosis Assessment through Liver Biopsy Image Processing. CBI (2) Maria Tsiplakidou, Markos G. Tsipouras, Pinelopi Manousou, Nikolaos Giannakeas, Alexandros T. Tzallas
2015	—	`conf`	A clustering based method for collagen proportional area extraction in liver biopsy images. EMBC Nikolaos Giannakeas, Markos G. Tsipouras, Alexandros T. Tzallas, Kalliroi Kyriakidi, Zoe E. Tsianou, Pinelopi Manousou, Andrew Hall, Evaggelos Karvounis, Vasileios Tsianos, Epameinondas Tsianos
2013	J	`jnl`	Segmentation of microarray images using pixel classification - Comparison with clustering-based methods. Comput. Biol. Medicine Nikolaos Giannakeas, Petros S. Karvelis, Themis P. Exarchos, Fanis G. Kalatzis, Dimitrios I. Fotiadis
2012	J	`jnl`	Spot addressing for microarray images structured in hexagonal grids. Comput. Methods Programs Biomed. Nikolaos Giannakeas, Fanis G. Kalatzis, Markos G. Tsipouras, Dimitrios I. Fotiadis
2011	—	`—`	Επεξεργασία εικόνων μικροσυστοιχιών με χρήση ευφυών μεθόδων πληροφοριακών συστημάτων Nikolaos Giannakeas
2009	J	`jnl`	An automated method for gridding and clustering-based segmentation of cDNA microarray images. Comput. Medical Imaging Graph. Nikolaos Giannakeas, Dimitrios I. Fotiadis
2008	C	`conf`	Intelligent patient profiling for diagnosis, staging and treatment selection in colon cancer. BIBE Yorgos Goletsis, Themis P. Exarchos, Nikolaos Giannakeas, Dimitrios I. Fotiadis
2008	C	`conf`	Point-of-care monitoring and diagnostics for autoimmune diseases. BIBE Fanis G. Kalatzis, Themis P. Exarchos, Nikolaos Giannakeas, Sofia Markoula, Elisavet Hatzi, Panagiotis Rizos, Ioannis Georgiou, Dimitrios I. Fotiadis
2006	—	`conf`	An Automated Method for Gridding in Microarray Images. EMBC Nikolaos Giannakeas, Dimitrios I. Fotiadis, Anastasia S. Politou