Dimitrios G. Tsalikakis

33 papers B 1C 2Journal 25Unranked 5
YearRankTypeTitle / Venue / Authors
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 J jnl
Combining Constructed Artificial Neural Networks with Parameter Constraint Techniques to Achieve Better Generalization Properties.
Symmetry
Ioannis G. Tsoulos, Vasileios Charilogis, Dimitrios G. Tsalikakis
2025 J jnl
Improving the Performance of Constructed Neural Networks with a Pre-Train Phase.
Symmetry
Ioannis G. Tsoulos, Vasileios Charilogis, Dimitrios G. Tsalikakis
2025 J jnl
Introducing a New Genetic Operator Based on Differential Evolution for the Effective Training of Neural Networks.
Comput.
Ioannis G. Tsoulos, Vasileios Charilogis, Dimitrios G. Tsalikakis
2025 J jnl
Utilizing a Bounding Procedure Based on Simulated Annealing to Effectively Locate the Bounds for the Parameters of Radial Basis Function Networks.
Algorithms
Ioannis G. Tsoulos, Vasileios Charilogis, Dimitrios G. Tsalikakis
2024 J jnl
Improving the Generalization Abilities of Constructed Neural Networks with the Addition of Local Optimization Techniques.
Algorithms
Ioannis G. Tsoulos, Vasileios Charilogis, Dimitrios G. Tsalikakis, Alexandros T. Tzallas
2024 J jnl
Local Crossover: A New Genetic Operator for Grammatical Evolution.
Algorithms
Ioannis G. Tsoulos, Vasileios Charilogis, Dimitrios G. Tsalikakis
2024 J jnl
Solving differential equations with global optimisation techniques.
Int. J. Comput. Intell. Stud.
Ioannis G. Tsoulos, Alexandros T. Tzallas, Dimitrios G. Tsalikakis
2024 J jnl
Using Artificial Neural Networks to Solve the Gross-Pitaevskii Equation.
Axioms
Ioannis G. Tsoulos, Vasileios N. Stavrou, Dimitrios G. Tsalikakis
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 J jnl
Bound the Parameters of Neural Networks Using Particle Swarm Optimization.
Comput.
Ioannis G. Tsoulos, Alexandros T. Tzallas, Evangelos Karvounis, Dimitrios G. Tsalikakis
2023 J jnl
NeuralMinimizer: A Novel Method for Global Optimization.
Inf.
Ioannis G. Tsoulos, Alexandros T. Tzallas, Evangelos Karvounis, Dimitrios G. Tsalikakis
2022 J jnl
Prediction of COVID-19 Cases Using Constructed Features by Grammatical Evolution.
Symmetry
Ioannis G. Tsoulos, Alexandros T. Tzallas, Dimitrios G. Tsalikakis
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
2020 J jnl
Stopping rules for a parallel genetic algorithm.
Int. J. Comput. Intell. Stud.
Ioannis G. Tsoulos, Alexandros T. Tzallas, Markos G. Tsipouras, Vasileios Christou, Dimitrios G. Tsalikakis
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 J jnl
GenConstraint: A programming tool for constraint optimization problems.
SoftwareX
Ioannis G. Tsoulos, Vasileios P. Stavrou, Nikolaos E. Mastorakis, Dimitrios G. Tsalikakis
2019 J jnl
NNC: A tool based on Grammatical Evolution for data classification and differential equation solving.
SoftwareX
Ioannis G. Tsoulos, Alexandros T. Tzallas, Dimitrios G. Tsalikakis
2018 J jnl
Evolutionary Based Weight Decaying Method for Neural Network Training.
Neural Process. Lett.
Ioannis G. Tsoulos, Alexandros T. Tzallas, Dimitrios G. Tsalikakis
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
2016 J jnl
PDoublePop: An implementation of parallel genetic algorithm for function optimization.
Comput. Phys. Commun.
Ioannis G. Tsoulos, Alexandros T. Tzallas, Dimitrios G. Tsalikakis
2014 — conf
A wearable system for long-term ubiquitous monitoring of common motor symptoms in patients with Parkinson's disease.
BHI
Markos G. Tsipouras, Alexandros T. Tzallas, Evaggelos Karvounis, Dimitrios G. Tsalikakis, Jorge Cancela, Matteo Pastorino, María Teresa Arredondo Waldmeyer, Spiros Konitsiotis, Dimitrios I. Fotiadis
2014 J jnl
PERFORM: A System for Monitoring, Assessment and Management of Patients with Parkinson's Disease.
Sensors
Alexandros T. Tzallas, Markos G. Tsipouras, Georgios Rigas, Dimitrios G. Tsalikakis, Evaggelos Karvounis, Maria Chondrogiorgi, Fotis Psomadellis, Jorge Cancela, Matteo Pastorino, María Teresa Arredondo Waldmeyer, Spiros Konitsiotis, Dimitrios I. Fotiadis
2013 — conf
An automatic electroencephalography blinking artefact detection and removal method based on template matching and ensemble empirical mode decomposition.
EMBC
Paschalis A. Bizopoulos, Tarik Al-Ani, Dimitrios G. Tsalikakis, Alexandros T. Tzallas, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
2013 C conf
Denoising simulated EEG signals: A comparative study of EMD, wavelet transform and Kalman filter.
BIBE
Christos I. Salis, Anastasios E. Malissovas, Paschalis A. Bizopoulos, Alexandros T. Tzallas, Pantelis A. Angelidis, Dimitrios G. Tsalikakis
2013 C conf
EEG epileptic seizure detection using k-means clustering and marginal spectrum based on ensemble empirical mode decomposition.
BIBE
Paschalis A. Bizopoulos, Dimitrios G. Tsalikakis, Alexandros T. Tzallas, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
2013 — conf
Effects of Exercise in Diabetic Rats Using Continuous Wavelet Transform.
AMBI-SYS
Dimitrios G. Tsalikakis, Ioannis Nakos, Alexandros T. Tzallas, Evaggelos Karvounis, Markos G. Tsipouras
2013 — conf
Managing Children's Asthma with a Low Cost Web-Enabled Multifunctional Device.
AMBI-SYS
Ioannis Smanis, George Poursanidis, Pantelis A. Angelidis, Alexandros T. Tzallas, Dimitrios G. Tsalikakis
2009 J jnl
Enhancement of Multichannel Chromosome Classification Using a Region-Based Classifier and Vector Median Filtering.
IEEE Trans. Inf. Technol. Biomed.
Petros S. Karvelis, Dimitrios I. Fotiadis, Dimitrios G. Tsalikakis, Ioannis Georgiou
2009 J jnl
Improving the protein fold recognition accuracy of a reduced state-space hidden Markov model.
Comput. Biol. Medicine
Christos Lampros, Costas Papaloukas, Costas P. Exarchos, Dimitrios I. Fotiadis, Dimitrios G. Tsalikakis
2007 J jnl
Phase Resetting in One-Dimensional Model of the Sinoatrial Node.
IEEE Trans. Biomed. Eng.
Dimitrios G. Tsalikakis, Dimitrios I. Fotiadis, Lampros K. Michalis, George P. Kremmydas
2007 J jnl
Phase response characteristics of sinoatrial node cells.
Comput. Biol. Medicine
Dimitrios G. Tsalikakis, Henngui G. Zhang, Dimitrios I. Fotiadis, George P. Kremmydas, Lampros K. Michalis
2006 — conf
The Effects of Phase Resetting Technique in Cardiac Models.
EMBC
Dimitrios G. Tsalikakis, Henngui G. Zhang, George P. Kremmydas, Dimitrios I. Fotiadis