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Sep 17, 2025IoT-Based Unsupervised Learning for Characterizing Laboratory Operational States to Improve Safety and SustainabilityNTNurdaulet TasmurzayevBibars AmangeldySustainabilityAnomaly Detection Techniques and ApplicationsAir Quality Monitoring and ForecastingIndoor Air Quality and Microbial Exposure3 OpenAlex citationsOpen accessOpen publication
Sep 16, 2025Temporal Analysis of Indoor Air Quality Parameters in Metro Systems: A Focus on Diurnal ChangesNTNurdaulet TasmurzayevBibars AmangeldyAdvances in Transdisciplinary EngineeringVehicle emissions and performanceAir Quality Monitoring and ForecastingTransportation Planning and Optimization0 OpenAlex citationsOpen accessOpen publication
Aug 26, 2025Real-time data fusion for thermal comfort prediction using transformer modelsNTNurdaulet TasmurzayevInternational Journal of Innovative Research and Scientific StudiesBuilding Energy and Comfort OptimizationTransformerComputer science0 OpenAlex citationsOpen accessOpen publication
Aug 24, 2025AI-Powered Building Ecosystems: A Narrative Mapping Review on the Integration of Digital Twins and LLMs for Proactive Comfort, IEQ, and Energy ManagementBibars AmangeldyNTNurdaulet TasmurzayevSensorsBuilding Energy and Comfort OptimizationEnergy Efficiency and ManagementDigital Transformation in Industry23 OpenAlex citationsOpen accessOpen publication
Aug 24, 2025Digital Cardiovascular Twins, AI Agents, and Sensor Data: A Narrative Review from System Architecture to Proactive Heart HealthBibars AmangeldyNTNurdaulet TasmurzayevSensorsECG Monitoring and AnalysisBlood Pressure and Hypertension StudiesArchitecture38 OpenAlex citationsOpen accessOpen publication
Aug 19, 2025Convergence of the EM algorithm in KL distance for overspecified Gaussian mixturesZhenisbek AssylbekovArman BolatovStatistical PapersBayesian Methods and Mixture ModelsBlind Source Separation TechniquesTarget Tracking and Data Fusion in Sensor Networks1 OpenAlex citationOpen accessOpen publication
Aug 15, 2025Wearable sensor-based analysis of heart rate variability as a biomarker for ischemic heart diseaseBibars AmangeldyNTNurdaulet TasmurzayevInternational Journal of Innovative Research and Scientific StudiesHeart Rate Variability and Autonomic ControlWearable computerBiomarker0 OpenAlex citationsOpen accessOpen publication
Aug 6, 2025A Hybrid Machine Learning Approach for High-Accuracy Energy Consumption Prediction Using Indoor Environmental Quality SensorsBibars AmangeldyNTNurdaulet TasmurzayevEnergiesBuilding Energy and Comfort OptimizationAir Quality Monitoring and ForecastingUrban Heat Island Mitigation15 OpenAlex citationsOpen accessOpen publication
Aug 1, 2025Classifier Performance on Long‐Tail DistributionsZhenisbek AssylbekovArman BolatovStatistical Analysis and Data Mining The ASA Data Science JournalAnomaly Detection Techniques and ApplicationsFace and Expression RecognitionBayesian Methods and Mixture Models0 OpenAlex citationsOpen accessOpen publication
Jul 30, 2025A Pilot Study on Thermal Comfort in Young Adults: Context-Aware Classification Using Machine Learning and Multimodal SensorsBibars AmangeldyNTNurdaulet TasmurzayevBuildingsBuilding Energy and Comfort OptimizationThermoregulation and physiological responsesInfrared Thermography in Medicine5 OpenAlex citationsOpen accessOpen publication
Jul 25, 2025A Review of Artificial Intelligence and Deep Learning Approaches for Resource Management in Smart BuildingsBibars AmangeldyBuildingsAir Quality Monitoring and ForecastingIoT and Edge/Fog ComputingSmart Cities and Technologies20 OpenAlex citationsOpen accessOpen publication
Jul 21, 2025A Low-Cost IoT Sensor and Preliminary Machine-Learning Feasibility Study for Monitoring In-Cabin Air Quality: A Pilot Case from AlmatyNTNurdaulet TasmurzayevSensorsAir Quality Monitoring and ForecastingAir Quality and Health ImpactsCOVID-19 impact on air quality11 OpenAlex citationsOpen accessOpen publication
Jul 11, 2025$\texttt{Droid}$: A Resource Suite for AI-Generated Code DetectionDODaniil OrelTUbilio (Technical University of Darmstadt)Natural Language Processing TechniquesText Readability and SimplificationSoftware Engineering Research0 OpenAlex citationsOpen accessOpen publication
Jul 9, 2025FRaN-X: FRaming and Narratives-eXplorerDODaniil OrelarXiv (Cornell University)Topic ModelingMultimodal Machine Learning ApplicationsArtificial Intelligence in Games0 OpenAlex citationsOpen accessOpen publication
May 30, 2025CaMMT: Benchmarking Culturally Aware Multimodal Machine TranslationDODaniil OrelarXiv (Cornell University)Natural Language Processing TechniquesSpeech and dialogue systemsTopic Modeling0 OpenAlex citationsOpen accessOpen publication
May 23, 2025Concordance-Based Assessment of Drug-Target Affinity Model Generalizability for Natural ProductsArman BolatovComputational Drug Discovery MethodsBioinformatics and Genomic NetworksMachine Learning in Materials Science0 OpenAlex citationsOpen publication
May 17, 2025LLM-BABYBENCH: Understanding and Evaluating Grounded Planning and Reasoning in LLMsDODaniil OrelarXiv (Cornell University)Topic ModelingMultimodal Machine Learning ApplicationsAI-based Problem Solving and Planning0 OpenAlex citationsOpen accessOpen publication
Mar 6, 2025Gradient descent fails to learn high-frequency functions and modular arithmeticZhenisbek AssylbekovMachine LearningMachine Learning and AlgorithmsComputability, Logic, AI AlgorithmsStochastic Gradient Optimization Techniques1 OpenAlex citationOpen publication
Mar 3, 2025Sherkala-Chat: Building a State-of-the-Art LLM for Kazakh in a Moderately Resourced SettingDODaniil OrelarXiv (Cornell University)Hate Speech and Cyberbullying DetectionKazakhLeverage (statistics)1 OpenAlex citationOpen accessOpen publication
Feb 24, 2025LLM Modules: Knowledge Transfer from a Large to a Small Model Using Enhanced Cross-AttentionКонстантин КоломейцевQeios LtdTopic ModelingNatural Language Processing TechniquesDomain Adaptation and Few-Shot Learning1 OpenAlex citationOpen accessOpen publication
Feb 19, 2025Qorgau: Evaluating LLM Safety in Kazakh-Russian Bilingual ContextsDODaniil OrelarXiv (Cornell University)European and International Law StudiesLegal Language and InterpretationTaxation and Legal Issues0 OpenAlex citationsOpen accessOpen publication
Jan 1, 2025Instruction Tuning on Public Government and Cultural Data for Low-Resource Language: a Case Study in KazakhDODaniil OrelMultilingual Education and PolicyKazakhComputer science1 OpenAlex citationOpen accessOpen publication
Jan 1, 2025One-to-Many Synchronization in High-Drift IoT Devices Using Reinforcement LearningDamir AssylbekIEEE Transactions on Instrumentation and MeasurementNetwork Time Synchronization TechnologiesAdvanced Memory and Neural ComputingLow-power high-performance VLSI design1 OpenAlex citationOpen publication