Research Publications - Page 3

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Subject-Independent P300 Speller Classification using Time-Frequency Representation and Double Input CNN with Feature Concatenation

2023 24th International Conference on Digital Signal Processing (DSP)Jun 11, 2023DOI: 10.1109/dsp58604.2023.10167987Crossref

EEG and Brain-Computer InterfacesMuscle activation and electromyography studiesNeuroscience and Neural EngineeringConcatenation (mathematics)

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A Central Asian Food Dataset for Personalized Dietary Interventions

NutrientsMar 31, 2023DOI: 10.3390/nu15071728OpenAlex

Nutritional Studies and DietCulinary Culture and TourismAdvanced Chemical Sensor TechnologiesPsychological intervention

Arman Bolatov

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Hardness of Learning AES with Gradient-Based Methods

Lecture Notes in Computer ScienceJan 1, 2023DOI: 10.1007/978-981-99-7563-1_6OpenAlex

Machine Learning and AlgorithmsAdvancements in Photolithography TechniquesFault Detection and Control SystemsOrthogonality

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CONVERGENCE OF THE PARTITION FUNCTION IN THE STATIC WORD EMBEDDING MODEL

EURASIAN MATHEMATICAL JOURNALJan 1, 2022DOI: 10.32523/2077-9879-2022-13-4-70-81OpenAlex

Natural Language Processing TechniquesConvergence (economics)Partition (number theory)Embedding

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From Hyperbolic Geometry Back to Word Embeddings

arXiv (Cornell University)Jan 1, 2022DOI: 10.18653/v1/2022.repl4nlp-1.5OpenAlex

Natural Language Processing TechniquesLanguage and cultural evolutionAlgorithms and Data CompressionWord (group theory)

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Ensemble Voting-Based Multichannel EEG Classification in a Subject-Independent P300 Speller

Applied SciencesNov 26, 2021DOI: 10.3390/app112311252Crossref

EEG and Brain-Computer InterfacesNeuroscience and Neural EngineeringGaze Tracking and Assistive TechnologyBrain–computer interface

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Ensemble Learning Approach for Subject-Independent P300 Speller

2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)Nov 1, 2021DOI: 10.1109/embc46164.2021.9629679Crossref

EEG and Brain-Computer InterfacesGaze Tracking and Assistive TechnologyMuscle activation and electromyography studiesSupport vector machine

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Effect of a comprehensive deep-learning model on the accuracy of chest x-ray interpretation by radiologists: a retrospective, multireader multicase study

The Lancet Digital HealthJul 1, 2021DOI: 10.1016/s2589-7500(21)00106-0OpenAlex

COVID-19 diagnosis using AIRadiology practices and educationArtificial Intelligence in Healthcare and EducationMedicine

Anuar Aimoldin

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Approximation error of<scp>Fourier</scp>neural networks

Statistical Analysis and Data Mining: The ASA Data Science JournalMar 23, 2021DOI: 10.1002/sam.11506OpenAlex

Neural Networks and ApplicationsModel Reduction and Neural NetworksFuzzy Logic and Control SystemsFourier series

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Comparison of Generic and Subject-Specific Training for Features Classification in P300 Speller

Asia-Pacific Signal and Information Processing Association Annual Summit and ConferenceDec 7, 2020OpenAlex

EEG and Brain-Computer InterfacesNeural dynamics and brain functionAdvanced Memory and Neural ComputingBrain–computer interface

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Direct-torque control system design using maximum torque per ampere method for interior permanent magnet synchronous motors

2018 ELEKTROMay 1, 2018DOI: 10.1109/elektro.2018.8398286Crossref

Sensorless Control of Electric MotorsElectric Motor Design and AnalysisMultilevel Inverters and ConvertersAmpere

Bota Duisenbay

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Deep learning model for bilingual sentiment classification of short texts

Scientific and Technical Journal of Information Technologies, Mechanics and OpticsJan 15, 2017DOI: 10.17586/2226-1494-2017-17-1-129-136Crossref

Sentiment Analysis and Opinion MiningTopic ModelingNatural Language Processing TechniquesKazakh

Yelaman Abdullin

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CoCoA: A Minimum Bayes Risk Framework Bridging Confidence and Consistency for Uncertainty Quantification in LLMs - The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2025

2025Member submitted

Maiya Goloburda

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Do LLMs Speak Kazakh? A Pilot Evaluation of Seven Models - Proceedings of the First Workshop on Natural Language Processing for Turkic Languages (SIGTURK 2024), 2024

2024Member submitted

Akylbek Maxutov

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Open Language Data Initiative: Advancing Low-Resource Machine Translation for Karakalpak - arXiv (Cornell University), 2024

arXiv (Cornell University)2024DOI: 10.48550/arxiv.2409.04269OpenAlex

Natural Language Processing TechniquesLinguistics and Cultural StudiesMachine translationComputer science

Abror Shopulatov

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Synthetic Dialogue Dataset Generation using LLM Agents - Third Workshop on Natural Language Generation, Evaluation, and Metrics (GEM), 2023

arXiv (Cornell University)2023OpenAlex

Speech and dialogue systemsTopic ModelingService-Oriented Architecture and Web ServicesComputer science

Yelaman Abdullin

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Intractability of Learning the Discrete Logarithm with Gradient-Based Methods - ASIAN CONFERENCE ON MACHINE LEARNING, VOL 222, 2023

arXiv (Cornell University)2023DOI: 10.48550/arxiv.2310.01611OpenAlex

Cryptography and Data SecurityComplexity and Algorithms in GraphsGeometric and Algebraic TopologyLogarithm

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Event-related spectrogram representation of EEG for CNN-based P300 speller - 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)

2021Member submitted

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The Rediscovery Hypothesis: Language Models Need to Meet Linguistics - JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, 2021

Journal of Artificial Intelligence Research2021DOI: 10.1613/jair.1.12788OpenAlex

Topic ModelingNatural Language Processing TechniquesMultimodal Machine Learning ApplicationsLinguistics

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Context Vectors Are Reflections of Word Vectors in Half the Dimensions - PROCEEDINGS OF THE TWENTY-NINTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INT, 2020

2020DOI: 10.24963/ijcai.2020/718OpenAlex

Topic ModelingNatural Language Processing TechniquesAdvanced Text Analysis TechniquesWord (group theory)

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A Critique of the Smooth Inverse Frequency Sentence Embeddings (Student Abstract) - THIRTY-FOURTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THE THIRTY-SECOND INNO, 2020

Proceedings of the AAAI Conference on Artificial Intelligence2020DOI: 10.1609/aaai.v34i10.7190OpenAlex

Natural Language Processing TechniquesTopic ModelingSpeech Recognition and SynthesisSentence

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Fourier neural networks: A comparative study - INTELLIGENT DATA ANALYSIS, 2020

Intelligent Data Analysis2020DOI: 10.3233/ida-195050OpenAlex

Neural Networks and ApplicationsModel Reduction and Neural NetworksControl Systems and IdentificationSigmoid function

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Information Gain-Based Informative Path Planning for UAVs in Agriculture: Towards Field Deployment - Proceedings of the 19th International Conference on Intelligent Autonomous Systems (IAS-19)

Member submitted

Bota Duisenbay