2024 Impact factor 2.3

Special Topics

The European Physical Journal Special Topics

Volume 234 / No 15 (October 2025)

Artificial Intelligence and Complex Networks meet Natural Sciences

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Artificial Intelligence and Complex Networks meet Natural Sciences

Regular Article

Revolutionizing diabetic retinopathy detection using DB-SCA-UNet with Drop Block-Based Attention Model in deep learning for precise analysis of color retinal images p. 3563

Anil Kumar Bondala and Kranthi Kumar Lella

Published online: 20 September 2024

DOI: 10.1140/epjs/s11734-024-01334-9

Regular Article

Decreased brain functional connectivity is associated with faster responses to repeated visual stimuli p. 3585

Anna Boronina, Vladimir Maksimenko, Artem Badarin and Vadim Grubov

Published online: 09 August 2024

DOI: 10.1140/epjs/s11734-024-01290-4

Regular Article

Complex landscape of the cost function in a simple machine learning regression task p. 3597

Igor Soloviev and Vladimir Klinshov

Published online: 05 December 2024

DOI: 10.1140/epjs/s11734-024-01422-w

Regular Article

Leveraging machine learning models for enhanced differentiation of hard-diagnosed lung lesions p. 3629

Bykova Ekaterina, Suvorova Svetlana, Gavrilov Pavel and Lavrova Anastasia

Published online: 07 January 2025

DOI: 10.1140/epjs/s11734-024-01446-2

Regular Article

A transformer-based model for next disease prediction using electronic health records p. 3639

Nikolai Makarov and Mikhail Lipkovich

Published online: 07 January 2025

DOI: 10.1140/epjs/s11734-024-01447-1

Regular Article

Dynamic convolution for image matching p. 3649

Igor Soloviev, Andrey Kovalchuk and Vladimir Klinshov

Published online: 29 October 2024

DOI: 10.1140/epjs/s11734-024-01373-2

Regular Article

Spike-timing dependent plasticity learning of small spiking neural network for image recognition p. 3659

A. V. Kurbako, D. M. Ezhov, V. I. Ponomarenko and M. D. Prokhorov

Published online: 18 February 2025

DOI: 10.1140/epjs/s11734-025-01512-3

Regular Article

Event-triggered reachable set estimation for synchronization of Markovian jump complex-valued delayed neural networks under cyber-attacks p. 3683

R. Vadivel, S. Sabarathinam, Guisheng Zhai and Nallappan Gunasekaran

Published online: 28 October 2024

DOI: 10.1140/epjs/s11734-024-01372-3

Regular Article

Synaptic coupling and synchronization for HR neural network developing a novel type II non-linear memristor, potential to neuromorphic application p. 3719

Parnab Das, Nune Pratyusha, Santanu Mandal and Mousami Sanyal

Published online: 26 September 2024

DOI: 10.1140/epjs/s11734-024-01342-9

Regular Article

Deep learning model for plant disease detection based on visual analysis of leaf infestation area p. 3745

Otari Didmanidze, Maria Karelina, Vladimir Filatov, Dmitriy Rybakov, Yuliya Serdechnaya, Denis Serdechnyy, Nikita Andriyanov and Sergey Korchagin

Published online: 14 January 2025

DOI: 10.1140/epjs/s11734-024-01450-6

Regular Article

Prediction of PEM fuel cell performance degradation using bidirectional long short-term memory with chimp optimization algorithm p. 3777

Başak Ekinci, İlker Dursun, Zeynep Garip and Ekin Ekinci

Published online: 02 December 2024

DOI: 10.1140/epjs/s11734-024-01408-8

Regular Article

Machine learning-based detection of alcohol intoxication through speech analysis: a comparative study of AI models p. 3793

Pavel Laptev, Valeriia Demareva, Sergey Litovkin, Evgeniy Kostuchenko and Alexander Shelupanov

Published online: 27 February 2025

DOI: 10.1140/epjs/s11734-025-01508-z

Regular Article

Machine learning methods for emotion recognition in neuromarketing tasks p. 3805

Sergey Korchagin

Published online: 10 December 2024

DOI: 10.1140/epjs/s11734-024-01412-y

Regular Article

A new data label conversion algorithm for YOLO segmentation of medical images p. 3813

Muhammed Telceken, Mehmet Okuyar, Devrim Akgun, Sezgin Kacar and Mehmet Sait Vural

Published online: 02 October 2024

DOI: 10.1140/epjs/s11734-024-01338-5

Regular Article

Error-aware CNN improves automatic epileptic seizure detection p. 3871

Vadim Grubov, Sergei Nazarikov, Nikita Utyashev and Oleg E. Karpov

Published online: 12 August 2024

DOI: 10.1140/epjs/s11734-024-01292-2

Regular Article

Real-time distance estimation algorithm for objects in warehouse based on monocular camera data for an autonomous unmanned forklift p. 3883

Nikita Vodichev, Dmitriy Gavrilov, Andrew Leus, Efremov Vladislav, Alexander Troegubov, Ivan Kholodnyak, Viktor Zuev, Mikhail Parshikov, Alexander Antipov, Vadim Laukhin and Nikolay Gershtein

Published online: 07 January 2025

DOI: 10.1140/epjs/s11734-024-01452-4

Regular Article

Classification of sprott chaotic systems via projection of the attractors using deep learning methods p. 3915

Akif Akgul, Emre Deniz, Berkay Emin, Hüseyin Çizmeci, Yusuf Alaca, Ömer Faruk Akmeşe and Selim Özdem

Published online: 19 September 2024

DOI: 10.1140/epjs/s11734-024-01329-6

Regular Article

Observer-based control for consensus tracking of non-linear synchronous generators system using sliding mode method and a radial basis function neural network p. 3951

Alireza Sharifi, Amin Sharafian and Qian Ai

Published online: 19 August 2024

DOI: 10.1140/epjs/s11734-024-01281-5

Regular Article

Scaling features of correlated and anti-correlated data: numerical simulations and analysis of brain dynamics p. 3973

A. N. Pavlov and O. N. Pavlova

Published online: 23 September 2024

DOI: 10.1140/epjs/s11734-024-01332-x

Regular Article

Intermittent generalized synchronization in unidirectionally coupled systems with different topology of attractors p. 4017

Olga I. Moskalenko, Maria K. Kurovskaya and Alexey A. Koronovskii

Published online: 07 August 2024

DOI: 10.1140/epjs/s11734-024-01284-2

Regular Article

Fmri study of changes in large-scale brain networks during affective touch p. 4025

Vladimir Khorev, Galina Portnova, Anastasia Kushnir and Larisa Mayorova

Published online: 16 September 2024

DOI: 10.1140/epjs/s11734-024-01330-z

Regular Article

A chemical diode for neuromorphic computing: design, simulation, and experimental validation of unidirectional signal transmission p. 4067

Dmitry Safonov, Ivan Proskurkin, Ilya Mallphanov and Anastasia Lavrova

Published online: 18 March 2025

DOI: 10.1140/epjs/s11734-025-01506-1

Regular Article

Automated design of deep neural networks with in-situ training architecture based on analog functional blocks p. 4095

M. O. Petrov, E. A. Ryndin and N. V. Andreeva

Published online: 24 October 2024

DOI: 10.1140/epjs/s11734-024-01369-y

Regular Article

Frontal long-range temporal correlations as a predictor of child’s IQ test performance using machine learning approach p. 4109

Alexander K. Kuc

Published online: 07 January 2025

DOI: 10.1140/epjs/s11734-024-01453-3

Review

Review on the use of AI-based methods and tools for treating mental conditions and mental rehabilitation p. 4139

Vladimir Khorev, Anton Kiselev, Artem Badarin, Vladimir Antipov, Oxana Drapkina, Semen Kurkin and Alexander Hramov

Published online: 12 August 2024

DOI: 10.1140/epjs/s11734-024-01289-x

Regular Article

EEG correlates of the tactile perception of patients in a vegetative state and coma: a step towards AI-based classification of unconscious states p. 4179

Galina V. Portnova, Ivan V. Skorokhodov and Vitaliy V. Podlepich

Published online: 03 December 2024

DOI: 10.1140/epjs/s11734-024-01409-7

Regular Article

Changes in functional connectivity of brain regions associated with movement and awareness under the influence of cervical epidural spinal cord stimulation in chronic disorders of consciousness: a pilot study p. 4189

Larisa Mayorova, Margarita Radutnaya, Ekaterina Bondar, Anastasia Kushnir, Vladimir Khorev, Semen Kurkin, Elena Pitsik and Alexander Hramov

Published online: 24 February 2025

DOI: 10.1140/epjs/s11734-025-01514-1

Regular Article

Schizophrenia diagnosis using latent components of event-related potentials and machine learning approach p. 4203

Nadezhda Shanarova, Marina Pronina, Mikhail Lipkovich, Valery Ponomarev, Andreas Müller and Juri Kropotov

Published online: 21 February 2025

DOI: 10.1140/epjs/s11734-025-01507-0

Open Access

Regular Article

Identifying neural network structures explained by personality traits: combining unsupervised and supervised machine learning techniques in translational validity assessment p. 4219

Kristina Stoyanova, Drozdstoy Stoyanov, Vladimir Khorev and Semen Kurkin

Published online: 09 December 2024

DOI: 10.1140/epjs/s11734-024-01411-z

Regular Article

Biochemical changes in subregions of the cingulate gyrus in patients with post-COVID syndrome p. 4255

Artem Trufanov, Igor Voznyuk, Anna Kutkova, Alexandr Efimtsev, Natalia Shusharina and Oksana Ovdienko

Published online: 07 January 2025

DOI: 10.1140/epjs/s11734-024-01444-4

Regular Article

Prospective immunological markers of cerebral microangiopathy and Alzheimer’s disease p. 4285

Anastasia Tynterova, Evgenii Barantsevich, Matvei Khoimov, Larisa Litvinova, Ekaterina Moiseeva, Natalia Shusharina, Vladimir Savinov and Gleb Osadchii

Published online: 28 November 2024

DOI: 10.1140/epjs/s11734-024-01410-0

Regular Article

Noise filtering approach to improve handwritten digit recognition using customized CNN for Cerebral Palsy individuals p. 4297

K. Muthureka, U. Srinivasulu Reddy and B. Janet

Published online: 21 February 2025

DOI: 10.1140/epjs/s11734-025-01515-0

Regular Article

Temporal and frequency features play different role in recognizing preparation of voluntary movements from electroencephalogram p. 4317

Artur Sagatdinov, Mikhail Lipkovich, Veronika Knyazeva and Aleksander Aleksandrov

Published online: 24 February 2025

DOI: 10.1140/epjs/s11734-025-01513-2

Regular Article

Recurrence quantification analysis and theta-band functional networks detect age-related changes in brain sensorimotor system: VR-based approach p. 4329

Elena Pitsik

Published online: 13 February 2025

DOI: 10.1140/epjs/s11734-025-01509-y

Regular Article

Long short-term memory and Kalman filter with attention mechanism as approach for covariance shift problem in water leakage p. 4365

C. Pandian and P. J. A. Alphonse

Published online: 13 August 2024

DOI: 10.1140/epjs/s11734-024-01285-1

Regular Article

Reducing adversarial sensor data predictions in water leak management by applying the advection–diffusion and ensemble models p. 4381

C. Pandian and P. J. A. Alphonse

Published online: 13 February 2025

DOI: 10.1140/epjs/s11734-025-01517-y

Regular Article

Short-term sleep deprivation: considering brain rhythm coordination in the context of an integrated neural network p. 4437

G. A. Guyo, O. N. Pavlova and A. N. Pavlov

Published online: 12 August 2024

DOI: 10.1140/epjs/s11734-024-01286-0

Regular Article

Characterization of cross-correlations in electrocorticograms of anesthetized mice p. 4445

V. V. Adushkina and A. N. Pavlov

Published online: 08 August 2024

DOI: 10.1140/epjs/s11734-024-01288-y

Review

Prediction of cardiovascular events with using proportional risk models and machine learning algorithms: a systematic review p. 4505

Ilya Alexandrovich Mishkin, Anna Vasilievna Koncevaya and Oksana Mihailovna Drapkina

Published online: 07 May 2025

DOI: 10.1140/epjs/s11734-024-01451-5

Review

Clinical aspects of digital twins in medicine: a systematic review p. 4527

A. A. Garanin, O. Yu. Aidumova and A. V. Kontsevaya

Published online: 14 February 2025

DOI: 10.1140/epjs/s11734-025-01518-x

Regular Article

Extreme events in biomedical data p. 4567

Vadim Grubov

Published online: 28 November 2024

DOI: 10.1140/epjs/s11734-024-01415-9

Open Access

Regular Article

Acute lymphoblastic leukemia classification using persistent homology p. 4583

Waqar Hussain Shah, Abdullah Baloch, Rider Jaimes-Reátegui, Sohail Iqbal, Syeda Rafia Fatima and Alexander N. Pisarchik

Published online: 06 September 2024

DOI: 10.1140/epjs/s11734-024-01301-4

Regular Article

Reservoir computing for predicting pm 2.5 dynamics in a metropolis p. 4597

Aleksandr Sergeev, Andrey Shichkin, Alexander Buevich and Elena Baglaeva

Published online: 19 August 2024

DOI: 10.1140/epjs/s11734-024-01287-z

Regular Article

Using land use methodology to construct ring spatial variables for modeling and mapping spatial distribution of dust in snow cover p. 4607

Aleksandr Sergeev, Andrey Shichkin, Alexander Buevich, Anastasia Butorova and Elena Baglaeva

Published online: 02 October 2024

DOI: 10.1140/epjs/s11734-024-01341-w

Regular Article

Heart disease detection using ensemble and non-ensemble machine learning methods p. 4649

Zeinab Mahdi Moumin, İrem Nur Ecemiş and Mustafa Karhan

Published online: 28 November 2024

DOI: 10.1140/epjs/s11734-024-01413-x

Regular Article

Spiking neural network model of low-threshold mechanoreceptors system p. 4723

Yuliya Tsybina, Innokentiy Kastalskiy and Susanna Gordleeva

Published online: 23 October 2024

DOI: 10.1140/epjs/s11734-024-01371-4

Regular Article

Age-related distinctions in cooperative dynamics of brain rhythms during sleep-wake transitions p. 4773

G. A. Guyo, V. V. Adushkina, A. N. Pavlov and O. V. Semyachkina-Glushkovskaya

Published online: 29 October 2024

DOI: 10.1140/epjs/s11734-024-01370-5

Regular Article

Deep learning of surface-enhanced Raman spectroscopy data for multiple sclerosis diagnostics p. 4789

Alexander V. Zakharov, Ivan A. Bratchenko, Lyudmila A. Bratchenko, Anna V. Neupokoeva, Elena V. Khivintseva, Igor V. Shirolapov and Valery P. Zakharov

Published online: 07 January 2025

DOI: 10.1140/epjs/s11734-024-01449-z

Regular Article

Federated learning for secure medical MRI brain tumor image classification p. 4813

G. Appasami and Nickolas Savarimuthu

Published online: 24 February 2025

DOI: 10.1140/epjs/s11734-025-01516-z

Open Access

Regular Article

Prediction of pathological grade in prostate cancer: an ensemble deep learning-based whole slide image classification model p. 4829

Gamze Korkmaz Erdem, Sevinc Ilhan Omurca, Esra Betul Cakir and Busra Yaprak Bayrak

Published online: 18 February 2025

DOI: 10.1140/epjs/s11734-025-01510-5

Regular Article

Application of graph-structured data for forecasting the dynamics of time series of natural origin p. 4863

Veniamin Bobakov, Saveliy Kuzmin, Anastasia Butorova and Aleksandr Sergeev

Published online: 23 October 2024

DOI: 10.1140/epjs/s11734-024-01368-z

Regular Article

Recurrency time entropy of brain wave rhythms as an indicator of performance on visual search tasks in schoolchildren p. 4899

Artem Badarin, Nikita Brusinskii, Vadim Grubov, Tatiana Bukina, Semen Kurkin, Marina V. Khramova and Alexander E. Hramov

Published online: 02 October 2024

DOI: 10.1140/epjs/s11734-024-01348-3

Regular Article

A synergistic approach for identifying disrupted functional brain subnetworks in patients with chronic disorders of consciousness due to anoxic brain damage p. 4907

Vladimir Khorev, Semen Kurkin, Elena Pitsik, Margarita Radutnaya, Ekaterina Bondar, Larisa Mayorova and Alexander Hramov

Published online: 07 January 2025

DOI: 10.1140/epjs/s11734-024-01454-2

Open Access

Editorial

Artificial intelligence and complex networks meet natural sciences p. 3547

Alexander E. Hramov, Dibakar Ghosh, Alexander N. Pisarchik, Alexey Pavlov, Drozdstoy Stoyanov, Alexey Zaikin, Semyon Kurkin and Miguel Sanjuan

Published online: 26 August 2025

DOI: 10.1140/epjs/s11734-025-01844-0

Review

From traditional algorithms to artificial intelligence: a review of the development of sensory substitution sonification methods p. 3605

Anastasia Butorova and Aleksandr Sergeev

Published online: 07 April 2025

DOI: 10.1140/epjs/s11734-025-01596-x

Regular Article

Network memory consolidation under adaptive rewiring p. 3669

Sergey A. Lobov, Alexey Zharinov, Dmitry Kurganov and Viktor B. Kazantsev

Published online: 28 March 2025

DOI: 10.1140/epjs/s11734-025-01595-y

Open Access

Regular Article

Enhancing variational quantum classifier performance with meta-heuristic feature selection for credit card fraud detection p. 3705

Furkan Atban, Muhammed Yusuf Küçükkara and Cüneyt Bayılmış

Published online: 27 May 2025

DOI: 10.1140/epjs/s11734-025-01703-y

Regular Article

A two-stage classification scheme for rice leaf diseases based on the PDSwin model for practical application scenarios p. 3755

Jialiang Zhang, Yan Peng, Haoyi Chen, Shaoyun Li, Guoxin Li, Yan Ren and Haiming Ni

Published online: 16 April 2025

DOI: 10.1140/epjs/s11734-025-01619-7

Regular Article

EPC-GANet: a lightweight attention guided network with expanded receptive field for rice leaf disease recognition p. 3823

Yan Ren, Guoxin Li, Jialiang Zhang, Wenli An, Jiarong Yang and Haiming Ni

Published online: 05 June 2025

DOI: 10.1140/epjs/s11734-025-01700-1

Regular Article

A dual path deep-learning network with multi-scale cross attention and pyramid vision transformer for citrus leaf disease detection p. 3847

P. L. Vishnuppriyan, R. Karthik, B. Adarsh Prabu and Khushi Agarwal

Published online: 11 June 2025

DOI: 10.1140/epjs/s11734-025-01731-8

Regular Article

Two-parameter model of synthetic distortions in the problem of assessing the readability of distorted texts p. 3865

V. M. Khvostenko, S. Yu. Melnikov, R. V. Meshcheryakov and N. V. Prikladovskaya

Published online: 15 July 2025

DOI: 10.1140/epjs/s11734-025-01777-8

Open Access

Regular Article

Controlling transient chaos in the Lorenz system with machine learning p. 3897

David Valle, Rubén Capeans, Alexandre Wagemakers and Miguel A. F. Sanjuán

Published online: 28 March 2025

DOI: 10.1140/epjs/s11734-025-01589-w

Regular Article

Comparison of methods for extracting the instantaneous phase of a biological system from time series p. 3907

A. N. Hramkov, A. S. Karavaev, Y. M. Ishbulatov, M. D. Prokhorov and V. I. Ponomarenko

Published online: 03 April 2025

DOI: 10.1140/epjs/s11734-025-01588-x

Regular Article

On the multilayer neural networks for analyzing the (1 + 1)-dimensional space-time fractional equation for Granular model p. 3933

Subrata Roy, Santanu Raut, Wedad Albalawi, Amnah S. Al-Johani and Samir A. El-Tantawy

Published online: 03 June 2025

DOI: 10.1140/epjs/s11734-025-01705-w

Review

EEG signal processing in neurological conditions using machine learning and deep learning methods: a comprehensive review p. 3981

Siva Tejaswi Jonna and Karthika Natarajan

Published online: 23 April 2025

DOI: 10.1140/epjs/s11734-025-01606-y

Regular Article

Application of neural networks to detection of unidirectional coupling between Van der Pol oscillators from ultrashort time series in the presence of noise p. 4001

A. M. Vakhlaeva, Yu. M. Ishbulatov, E. S. Dubinkina, B. P. Bezruchko and A. S. Karavaev

Published online: 31 March 2025

DOI: 10.1140/epjs/s11734-025-01592-1

Regular Article

Chaos in two heteroclinic cycles coupled with chemical synapses p. 4009

Alexander G. Korotkov, Evgeny A. Grines, Ekaterina V. Syundyukova, Elena V. Gubina and Tatiana A. Levanova

Published online: 11 June 2025

DOI: 10.1140/epjs/s11734-025-01723-8

Regular Article

Binary classification via spatiotemporal dynamics in reservoir computing rings of FitzHugh–Nagumo neurons p. 4033

Oleg V. Maslennikov, Dmitry S. Shchapin and Vladimir I. Nekorkin

Published online: 02 June 2025

DOI: 10.1140/epjs/s11734-025-01704-x

Regular Article

Integrating machine learning and experimental data in modeling optical behaviors of neodymium oxide nanoparticle-doped glasses p. 4043

S. N. Nazrin, Liyana Adilla Burhanuddin, Halimah Badioze Zaman, Faznny Mohd Fudzi and Ibrahim A. Shaaban

Published online: 29 March 2025

DOI: 10.1140/epjs/s11734-025-01572-5

Regular Article

A deep learning approach for strengthening person identification in face-based authentication systems using visual speech recognition p. 4079

Vishnu Chandrabanshi and S. Domnic

Published online: 25 March 2025

DOI: 10.1140/epjs/s11734-025-01586-z

Open Access

Review

Functional connectivity in resting-state fMRI (rs-fMRI) in opioid use disorder p. 4127

Neli Atanasova, Anna Todeva-Radneva, Kristina Stoyanova, Elena Psederska, Drozdstoy Stoyanov, Nikoleta Traykova and Jasmin Vassileva

Published online: 25 March 2025

DOI: 10.1140/epjs/s11734-025-01591-2

Review

Aim-based choice of strategy for MEG-based brain state classification p. 4159

Irina Saranskaia, Boris Gutkin and Denis Zakharov

Published online: 22 March 2025

DOI: 10.1140/epjs/s11734-025-01587-y

Open Access

Regular Article

Multivariate linear approach to fMRI data in stroop task performance in depression p. 4241

Rositsa Paunova, Sevdalina Kandilarova, Denitsa Simeonova, Diyana Najar, Adeliya Latypova, Drozdstoy Stoyanov and Ferath Kherif

Published online: 29 March 2025

DOI: 10.1140/epjs/s11734-025-01594-z

Regular Article

Deep learning based automated non-barcoded product identification system for in-person shopping p. 4269

Furkan Atban, Sırrı Emre Guleryuz, Yunus Emre Kocaoglu and Hamza Osman Ilhan

Published online: 14 July 2025

DOI: 10.1140/epjs/s11734-025-01775-w

Regular Article

Classification of benign and malignant breast lesions in mammograms using dense-unified multiscale attention network and data-efficient image transformers p. 4337

S. Paavankumar, R. Karthik, Gangatharan Idayachandiran, Pulaparthi Penchala Deepthi Sri and T. Illakiya

Published online: 16 April 2025

DOI: 10.1140/epjs/s11734-025-01618-8

Regular Article

Dynamics of oculomotor patterns during prolonged visual processing p. 4357

Vladimir Antipov

Published online: 08 April 2025

DOI: 10.1140/epjs/s11734-025-01590-3

Review

Open source ML framework algorithms for biophysical models p. 4395

Denis A. Andrikov

Published online: 23 April 2025

DOI: 10.1140/epjs/s11734-025-01621-z

Regular Article

Optimization of lift force generation in flapping-wing systems: a theoretical approach for intelligent flight control p. 4409

Nazar Ismailov, Artem Guba, Nikolay Kovalev, Innokentiy Kastalskiy and Victor Kazantsev

Published online: 28 March 2025

DOI: 10.1140/epjs/s11734-025-01593-0

Open Access

Regular Article

Towards advanced brain tumor segmentation: a novel hybrid architecture integrating UNet, FCN, and YOLO models on the newly introduced BTS-DS 2024 dataset p. 4421

Meltem Kurt Pehlivanoğlu, İbrahim İnce, Beytullah Ahmet Kından, Ayşe Gül Eker and İhsan Doğan

Published online: 27 May 2025

DOI: 10.1140/epjs/s11734-025-01698-6

Regular Article

Cluster formation in modular pyramidal-interneuron gamma networks under spike-frequency adaptation p. 4453

Olesia Dogonasheva, Boris Gutkin and Denis Zakharov

Published online: 27 March 2025

DOI: 10.1140/epjs/s11734-025-01582-3

Regular Article

Flexible working memory model with two types of plasticity p. 4469

Natalia S. Kovaleva, Valery V. Matrosov, Sergey A. Lobov and Mikhail A. Mishchenko

Published online: 01 April 2025

DOI: 10.1140/epjs/s11734-025-01585-0

Regular Article

ECG-ResViT: a hybrid CNN-ViT model for efficient ECG signal classification p. 4483

S. Premanand and Sathiya Narayanan

Published online: 10 July 2025

DOI: 10.1140/epjs/s11734-025-01781-y

Regular Article

Reservoir computing reconstructs blood-oxygen-level-dependent signals: whole-brain modeling study p. 4497

Artem Badarin, Vladimir Klinshov, Pavel Smelov and Andrey Andreev

Published online: 25 May 2025

DOI: 10.1140/epjs/s11734-025-01702-z

Review

Artificial intelligence and computed tomography imaging for midline shift detection p. 4539

Tuğrul Hakan Gençtürk, Fidan Kaya Gülağız and İsmail Kaya

Published online: 14 July 2025

DOI: 10.1140/epjs/s11734-025-01779-6

Regular Article

Cascading GLCM and T-SNE for detecting tumor on kidney CT images with lightweight machine learning design p. 4619

Mustafa Teke and Taha Etem

Published online: 07 August 2025

DOI: 10.1140/epjs/s11734-025-01842-2

Regular Article

Enhancing anemia diagnosis using ensemble machine learning and feature selection techniques on CBC data p. 4635

Mustafa Teke, Taha Etem and Mustafa Karhan

Published online: 08 August 2025

DOI: 10.1140/epjs/s11734-025-01838-y

Regular Article

Predicting temperatures in Brazilian states capitals via Machine Learning p. 4663

Sidney T. da Silva, Enrique C. Gabrick, Ana Luiza R. de Moraes, Ricardo L. Viana, Antonio M. Batista, Iberê L. Caldas and Jürgen Kurths

Published online: 02 June 2025

DOI: 10.1140/epjs/s11734-025-01710-z

Regular Article

Performance evaluation of classification algorithms and feature selection methods for predicting stroke mortality based on blood test results p. 4683

Ümmühan Çakır and Kristin S. Benli

Published online: 14 July 2025

DOI: 10.1140/epjs/s11734-025-01792-9

Open Access

Regular Article

A new feature extraction method for AI based classification of heart sounds: dual-frequency cepstral coefficients (DFCCs) p. 4699

Muhammed Telceken

Published online: 15 April 2025

DOI: 10.1140/epjs/s11734-025-01613-z

Regular Article

Enhanced obesity classification with wavelet packet decomposition and ANN–PSO: a biomedical signal processing approach p. 4711

Rukiye Uzun Arslan, Okan Erkaymaz, İrem Senyer Yapici and Matjaž Perc

Published online: 16 April 2025

DOI: 10.1140/epjs/s11734-025-01603-1

Regular Article

Hybrid deep learning approach using U-Net with attention gates for colorectal cancer segmentation p. 4731

Harsha Jackson, Nalin Iyer, Ananthakrishnan Balasundaram and Ayesha Shaik

Published online: 08 July 2025

DOI: 10.1140/epjs/s11734-025-01780-z

Open Access

Regular Article

Predictive analytics for thyroid cancer recurrence: a feature selection and data balancing approach p. 4751

Irem Senyer Yapici and Rukiye Uzun Arslan

Published online: 19 June 2025

DOI: 10.1140/epjs/s11734-025-01720-x

Regular Article

Combining continuous wavelet transform and interpretable machine learning for evaluating rowing proficiency: a pilot study p. 4779

Igor E. Anpilogov, Nicolas H. Kruchynsky and Eugene B. Postnikov

Published online: 26 May 2025

DOI: 10.1140/epjs/s11734-025-01701-0

Regular Article

Leveraging wavelet scattering transform on accelerometry data for classification of Parkinson’s tremor p. 4799

Brenda G. Muñoz-Mata, Guadalupe Dorantes-Méndez, Ildefonso Rodríguez-Leyva and Omar Piña-Ramírez

Published online: 16 June 2025

DOI: 10.1140/epjs/s11734-025-01722-9

Open Access

Regular Article

A novel hybrid approach to enhancing obesity prediction p. 4843

Rukiye Uzun Arslan and Irem Senyer Yapici

Published online: 16 April 2025

DOI: 10.1140/epjs/s11734-025-01620-0

Open Access

Regular Article

Classification of fractional-order chaotic systems using deep learning methods p. 4879

Haris Calgan, Abdullah Gokyildirim, Erdem Ilten and Metin Demirtas

Published online: 21 April 2025

DOI: 10.1140/epjs/s11734-025-01604-0

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Sandrine Karpe and Vijala Kiruvanayagam (EDP Sciences) and Sabine Lehr (Springer-Verlag)

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Conference announcements

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EPJ

The European Physical Journal Special Topics

Volume 234 / No 15 (October 2025)

Artificial Intelligence and Complex Networks meet Natural Sciences

Artificial Intelligence and Complex Networks meet Natural Sciences

Revolutionizing diabetic retinopathy detection using DB-SCA-UNet with Drop Block-Based Attention Model in deep learning for precise analysis of color retinal images p. 3563

Decreased brain functional connectivity is associated with faster responses to repeated visual stimuli p. 3585

Complex landscape of the cost function in a simple machine learning regression task p. 3597

Leveraging machine learning models for enhanced differentiation of hard-diagnosed lung lesions p. 3629

A transformer-based model for next disease prediction using electronic health records p. 3639

Dynamic convolution for image matching p. 3649

Spike-timing dependent plasticity learning of small spiking neural network for image recognition p. 3659

Event-triggered reachable set estimation for synchronization of Markovian jump complex-valued delayed neural networks under cyber-attacks p. 3683

Synaptic coupling and synchronization for HR neural network developing a novel type II non-linear memristor, potential to neuromorphic application p. 3719

Deep learning model for plant disease detection based on visual analysis of leaf infestation area p. 3745

Prediction of PEM fuel cell performance degradation using bidirectional long short-term memory with chimp optimization algorithm p. 3777

Machine learning-based detection of alcohol intoxication through speech analysis: a comparative study of AI models p. 3793

Machine learning methods for emotion recognition in neuromarketing tasks p. 3805

A new data label conversion algorithm for YOLO segmentation of medical images p. 3813

Error-aware CNN improves automatic epileptic seizure detection p. 3871

Real-time distance estimation algorithm for objects in warehouse based on monocular camera data for an autonomous unmanned forklift p. 3883

Classification of sprott chaotic systems via projection of the attractors using deep learning methods p. 3915

Observer-based control for consensus tracking of non-linear synchronous generators system using sliding mode method and a radial basis function neural network p. 3951

Scaling features of correlated and anti-correlated data: numerical simulations and analysis of brain dynamics p. 3973

Intermittent generalized synchronization in unidirectionally coupled systems with different topology of attractors p. 4017

Fmri study of changes in large-scale brain networks during affective touch p. 4025

A chemical diode for neuromorphic computing: design, simulation, and experimental validation of unidirectional signal transmission p. 4067

Automated design of deep neural networks with in-situ training architecture based on analog functional blocks p. 4095

Frontal long-range temporal correlations as a predictor of child’s IQ test performance using machine learning approach p. 4109

Review on the use of AI-based methods and tools for treating mental conditions and mental rehabilitation p. 4139

EEG correlates of the tactile perception of patients in a vegetative state and coma: a step towards AI-based classification of unconscious states p. 4179

Changes in functional connectivity of brain regions associated with movement and awareness under the influence of cervical epidural spinal cord stimulation in chronic disorders of consciousness: a pilot study p. 4189

Schizophrenia diagnosis using latent components of event-related potentials and machine learning approach p. 4203

Identifying neural network structures explained by personality traits: combining unsupervised and supervised machine learning techniques in translational validity assessment p. 4219

Biochemical changes in subregions of the cingulate gyrus in patients with post-COVID syndrome p. 4255

Prospective immunological markers of cerebral microangiopathy and Alzheimer’s disease p. 4285

Noise filtering approach to improve handwritten digit recognition using customized CNN for Cerebral Palsy individuals p. 4297

Temporal and frequency features play different role in recognizing preparation of voluntary movements from electroencephalogram p. 4317

Recurrence quantification analysis and theta-band functional networks detect age-related changes in brain sensorimotor system: VR-based approach p. 4329

Long short-term memory and Kalman filter with attention mechanism as approach for covariance shift problem in water leakage p. 4365

Reducing adversarial sensor data predictions in water leak management by applying the advection–diffusion and ensemble models p. 4381

Short-term sleep deprivation: considering brain rhythm coordination in the context of an integrated neural network p. 4437

Characterization of cross-correlations in electrocorticograms of anesthetized mice p. 4445

Prediction of cardiovascular events with using proportional risk models and machine learning algorithms: a systematic review p. 4505

Clinical aspects of digital twins in medicine: a systematic review p. 4527

Extreme events in biomedical data p. 4567

Acute lymphoblastic leukemia classification using persistent homology p. 4583

Reservoir computing for predicting pm 2.5 dynamics in a metropolis p. 4597

Using land use methodology to construct ring spatial variables for modeling and mapping spatial distribution of dust in snow cover p. 4607

Heart disease detection using ensemble and non-ensemble machine learning methods p. 4649

Spiking neural network model of low-threshold mechanoreceptors system p. 4723

Age-related distinctions in cooperative dynamics of brain rhythms during sleep-wake transitions p. 4773

Deep learning of surface-enhanced Raman spectroscopy data for multiple sclerosis diagnostics p. 4789

Federated learning for secure medical MRI brain tumor image classification p. 4813

Prediction of pathological grade in prostate cancer: an ensemble deep learning-based whole slide image classification model p. 4829

Application of graph-structured data for forecasting the dynamics of time series of natural origin p. 4863

Recurrency time entropy of brain wave rhythms as an indicator of performance on visual search tasks in schoolchildren p. 4899

A synergistic approach for identifying disrupted functional brain subnetworks in patients with chronic disorders of consciousness due to anoxic brain damage p. 4907

Artificial intelligence and complex networks meet natural sciences p. 3547

From traditional algorithms to artificial intelligence: a review of the development of sensory substitution sonification methods p. 3605

Network memory consolidation under adaptive rewiring p. 3669

Enhancing variational quantum classifier performance with meta-heuristic feature selection for credit card fraud detection p. 3705

A two-stage classification scheme for rice leaf diseases based on the PDSwin model for practical application scenarios p. 3755

EPC-GANet: a lightweight attention guided network with expanded receptive field for rice leaf disease recognition p. 3823

A dual path deep-learning network with multi-scale cross attention and pyramid vision transformer for citrus leaf disease detection p. 3847

Two-parameter model of synthetic distortions in the problem of assessing the readability of distorted texts p. 3865

Controlling transient chaos in the Lorenz system with machine learning p. 3897

Comparison of methods for extracting the instantaneous phase of a biological system from time series p. 3907

On the multilayer neural networks for analyzing the (1 + 1)-dimensional space-time fractional equation for Granular model p. 3933

EEG signal processing in neurological conditions using machine learning and deep learning methods: a comprehensive review p. 3981

Application of neural networks to detection of unidirectional coupling between Van der Pol oscillators from ultrashort time series in the presence of noise p. 4001

Chaos in two heteroclinic cycles coupled with chemical synapses p. 4009

Binary classification via spatiotemporal dynamics in reservoir computing rings of FitzHugh–Nagumo neurons p. 4033

Integrating machine learning and experimental data in modeling optical behaviors of neodymium oxide nanoparticle-doped glasses p. 4043

A deep learning approach for strengthening person identification in face-based authentication systems using visual speech recognition p. 4079

Functional connectivity in resting-state fMRI (rs-fMRI) in opioid use disorder p. 4127

Aim-based choice of strategy for MEG-based brain state classification p. 4159

Multivariate linear approach to fMRI data in stroop task performance in depression p. 4241

Deep learning based automated non-barcoded product identification system for in-person shopping p. 4269

Classification of benign and malignant breast lesions in mammograms using dense-unified multiscale attention network and data-efficient image transformers p. 4337