Journal Neurocomputers №5 for 2024 year
SYSTEM ANALYSIS AND INTELLIGENT INFORMATION PROCESSING
Improving electrochemical approaches to ensure food safety and quality using temporal machine learning techniques in the development of user interfaces

G.G. Bizhanova1, Z.A. Bashirova2, M.V. Ivanova3, G.G. Zaripova4, I.A. Gareev5, L.D. Sharipova6, A.V. Sidelnikov7

1–7 Ufa University of Science and Technology (Ufa, Russia)

1 bizhanova111@mail.ru

5-16
On the ethics of artificial intelligence

V.A. Shakhnov1, A.V. Proletarsky2, L.A. Zinchenko3, V.V. Kazakov4, V.V. Terekhov5

1–5 Bauman Moscow State Technical University (Moscow, Russia)

1 shakhnov@mail.ru, 2 pav_mipk@mail.ru, 3 lzinchenko@bmstu.ru,

4 samharm777@gmail.com, 5 vterekhov.bmstu@gmail.com

17-29
Application of artificial intelligence in smart home devices

A.A. Gladkikh1, A.V. Garaev2, D.D. Chernyshov3, D.E. Potocki4, K.V. Selivanov5

1–5 Bauman Moscow State Technical University (Moscow, Russia)

1 kotenok@capybara.gmail.com, 2 garaevalexei@yandex.ru, 3 saints@fan20012.ru, 4 potockii.daniil@gmail.com, 5 selivanov_kv@mail.ru

30-40
INTELLIGENT COMPLEXES AND SPECIAL PURPOSE SYSTEMS
Using the capabilities of EfficientNetB0 machine learning model to analyze X-ray images in the diagnosis of tuberculosis

A.K. Alzubaidi1, A.A. Petrov2

1,2 Bunin Yelets State University (Yelets, Russia)

1 azhrstar90@gmail.com, 2 xeal91@yandex.ru

41-48
Using machine learning methods to detect depression among users of the social network Reddit

V.G. Lyalikova1, М.М. Bezryadin2, D.Yu. Golovanov3

1–3 Voronezh state university (Voronezh, Russia)

1 vikalg@yandex.ru, 2 maickel@yandex.ru, 3 dmitry.golovanov.1988@gmail.com

49-56
Integration of models, methods and software tools that jointly define the logic of decision-making in dynamic intelligent systems

G.V. Rybina1, V.Yu. Stepankon2, A.A. Grigoryev3

1–3 National Research Nuclear University «MEPhI» (Moscow, Russia)

1 gvrybina@yandex.ru, 2 vstepankov@yandex.ru, 3 grigandal625@gmail.com

57-71
NEUROMATHEMATICS
Neural network algorithms for modeling switchable technical systems

O.V. Druzhinina1

1 FRС «Computer Science and Control» of RAS (Moscow, Russia)

1 ovdruzh@mail.ru

72-79
NEUROCOMPUTING SYSTEMS AND THEIR ELEMENTS
Unknown objects grasp planning for multi-finger gripper based on attention mechanism

A.D. Voronkov1, S.A.K. Diane2

1,2 MIREA – Russian Technological University (Moscow, Russia)

1 a.voronkov.rtu@yandex.ru, 2 sekoudiane1990@gmail.com

80-95
Comparative study of the effectiveness of autoencoders in anomaly detection tasks

V.E. Marley1, A.N. Terekhov2, Yu.A. Gatchin3, V.I. Milushkov4, N.N. Limansky5

1,4,5 Admiral S.O. Makarov State University of Marine and River Fleet (Saint Petersburg, Russia)

2 Saint Petersburg State University (Saint Petersburg, Russia)

3 ITMO National Research University (Saint Petersburg, Russia)

1 vmarley@mail.ru, 2 ant@tercom.ru, 3 gatchin1952@mail.ru, 4 info@sohoware.ru, 5 info@sohoware.ru

96-106
Method and algorithm for static virtual machine placement to improve the efficiency of infocommunication system of data centers

A.V. Toutov1, M.P. Farkhadov2

1 Moscow Technical University of Communications and Informatics (Moscow, Russia)

1,2 Institute of Control Sciences of RAS (Moscow, Russia)

1 andrew_vidnoe@mail.ru, 2 mais@ipu.ru

107-119