Elena Mikhailova

27 papers Misc 7Journal 7Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Automation of Multi-Class Microscopy Image Classification Based on the Microorganisms Taxonomic Features Extraction. J. Imaging Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Aleksandra Dozortseva, Egor Kotenko, Artem A. Nazarenko, Alexander Motyko, Galiya Narova, Elena Mikhailova, Valentin Malykh
2025	J	`jnl`	Non-Contrast Brain CT Images Segmentation Enhancement: Lightweight Pre-Processing Model for Ultra-Early Ischemic Lesion Recognition and Segmentation. J. Imaging Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Aleksandra Dozortseva, Egor Kotenko, Artem A. Nazarenko, Alexander Motyko, Galiya Narova, Elena Mikhailova, Valentin Malykh
2024	—	`conf`	Custom Descriptors Applications for Endoscopy Images Classification. ICPR (Workshops and Challenges, 3) Aleksei Samarin, Aleksei Toropov, Alexander Savelev, Egor Kotenko, Artem A. Nazarenko, Alexander Motyko, Alina Dzestelova, Elena Mikhailova, Aleksandra Dozortseva, Valentin Malykh
2024	—	`conf`	Efficient Detection of Small-Scale Microorganisms in Microscopic Photography. AIST (Supplement) Aleksei Samarin, Aleksandr Savelev, Aleksei Toropov, Alina Dzestelova, Alexandr Motyko, Aleksandra Dozortseva, Egor Kotenko, Elena Mikhailova, Valentin Malykh
2024	—	`conf`	Filter-Based Preprocessing Neural Network Model for Microorganism Detection Improvement. ICPR (Workshops and Challenges, 3) Aleksei Samarin, Aleksei Toropov, Alexander Savelev, Aleksandra Dozortseva, Alexander Motyko, Egor Kotenko, Artem A. Nazarenko, Alina Dzestelova, Elena Mikhailova, Valentin Malykh
2024	—	`conf`	Hybrid Materialization in a Disk-Based Column-Store. COMAD/CODS Evgeniy Klyuchikov, Michael Polyntsov, Anton Chizhov, Elena Mikhailova, George A. Chernishev
2024	Misc	`conf`	Specialized Non-local Blocks for Recognizing Tumors on Computed Tomography Snapshots of Human Lungs. FRUCT Aleksei Samarin, Aleksei Toropov, Alina Dzestelova, Artem A. Nazarenko, Egor Kotenko, Elena Mikhailova, Alexander Savelev, Alexander Motyko
2023	J	`jnl`	Hybrid Materialization in a Disk-Based Column-Store. CoRR Evgeniy Klyuchikov, Elena Mikhailova, George A. Chernishev
2022	—	`conf`	Prior Segmentation and Attention Based Approach to Neoplasms Recognition by Single-Channel Monochrome Computer Tomography Snapshots. ICPR Workshops (2) Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Alina Dzestelova, Valentin Malykh, Elena Mikhailova, Alexandr Motyko
2022	—	`conf`	The Complete Study of the Movement Strategies of Trained Agents for Visual Descriptors of Advertising Signs. ICPR Workshops (2) Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Alina Dzestelova, Valentin Malykh, Elena Mikhailova, Alexandr Motyko
2021	Misc	`conf`	Content-based Music Recommendation System. FRUCT Aldiyar Niyazov, Elena Mikhailova, Olga Egorova
2020	—	`conf`	Curriculum for Digital Culture at ITMO University. WorldCIST (3) Elena Mikhailova, Anton Boitsev, Olga Egorova, Natalia Grafeeva, Aleksei Romanov, Dmitriy Volchek
2020	—	`conf`	Detecting Public Transport Passenger Movement Patterns. WorldCIST (2) Natalia Grafeeva, Elena Mikhailova
2019	—	`conf`	Segmentation of Magnetic Anomalies in the Conduct of Archaeological Excavations. WorldCIST (1) Sofya Ilinykh, Natalia Grafeeva, Elena Mikhailova, Olga Egorova
2019	—	`conf`	The Application of Clustering Techniques to Group Archaeological Artifacts. WorldCIST (1) N. Mikhailova, Elena Mikhailova, Natalia Grafeeva
2018	J	`jnl`	Geospatial analysis of land use change in the Savannah River Basin using Google Earth Engine. Int. J. Appl. Earth Obs. Geoinformation Hamdi A. Zurqani, Christopher J. Post, Elena Mikhailova, Mark Schlautman, Julia L. Sharp
2018	Misc	`conf`	Investigation of Text Attribution Methods Based on Frequency Author Profile. DB&IS Polina Diurdeva, Elena Mikhailova
2018	—	`conf`	Quality Analysis of Urban Transit System in St. Petersburg. WorldCIST (2) Natalia Grafeeva, Innokenty Tretyakov, Elena Mikhailova
2017	J	`jnl`	Developing an integrated cloud-based spatial-temporal system for monitoring phenology. Ecol. Informatics M. Cope, Elena Mikhailova, Christopher J. Post, Mark Schlautman, P. McMillan
2017	J	`jnl`	N-Gram Based Approach for Text Authorship Classification: Metric Selection. Int. J. Embed. Real Time Commun. Syst. Elena Mikhailova, Polina Diurdeva, Dmitry S. Shalymov
2016	Misc	`conf`	A Comparative Analysis of Algorithms for Mining Frequent Itemsets. DB&IS Vyacheslav Busarov, Natalia Grafeeva, Elena Mikhailova
2016	—	`conf`	Adaptive Techniques for Extracting Mental Activity Phases from Heart Beat Rate Streams. DB&IS (Selected Papers) Alina Dubatovka, Elena Mikhailova, Mikhail Zotov, Boris Novikov
2016	Misc	`conf`	Algorithms for Extracting Mental Activity Phases from Heart Beat Rate Streams. DB&IS Alina Dubatovka, Elena Mikhailova, Mikhail Zotov, Boris Novikov
2016	J	`jnl`	Evaluation of an inexpensive sensor to measure soil color. Comput. Electron. Agric. Roxanne Stiglitz, Elena Mikhailova, Christopher J. Post, Mark Schlautman, Julia L. Sharp
2016	—	`conf`	The Choice of Optimal Algorithm for Frequent Itemset Mining. DB&IS (Selected Papers) Vyacheslav Busarov, Natalia Grafeeva, Elena Mikhailova
2016	Misc	`conf`	Writer identification based on letter frequency distribution. FRUCT Polina Diurdeva, Elena Mikhailova, Dmitry S. Shalymov
2012	Misc	`conf`	Mining Logs for Long-Term Patterns. DB&IS Boris Novikov, Elena Mikhailova, Dmitri Vasilik, Ekaterina Ivannikova, Alice Pigul