Search Results - "Nikolenko, Sergey I."

Tooth detection and numbering in panoramic radiographs using convolutional neural networks by Tuzoff, Dmitry V, Tuzova, Lyudmila N, Bornstein, Michael M, Krasnov, Alexey S, Kharchenko, Max A, Nikolenko, Sergey I, Sveshnikov, Mikhail M, Bednenko, Georgiy B

“…Analysis of dental radiographs is an important part of the diagnostic process in daily clinical practice. Interpretation by an expert includes teeth detection…”
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SPAdes: a new genome assembly algorithm and its applications to single-cell sequencing by Bankevich, Anton, Nurk, Sergey, Antipov, Dmitry, Gurevich, Alexey A, Dvorkin, Mikhail, Kulikov, Alexander S, Lesin, Valery M, Nikolenko, Sergey I, Pham, Son, Prjibelski, Andrey D, Pyshkin, Alexey V, Sirotkin, Alexander V, Vyahhi, Nikolay, Tesler, Glenn, Alekseyev, Max A, Pevzner, Pavel A

“…The lion's share of bacteria in various environments cannot be cloned in the laboratory and thus cannot be sequenced using existing technologies. A major goal…”
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Cross-Domain Limitations of Neural Models on Biomedical Relation Classification by Alimova, Ilseyar, Tutubalina, Elena, Nikolenko, Sergey I.

“…Relation extraction (RE) aims to extract relational facts from plain text, which is essential to the biomedical research field with the rapid growth of…”
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Topic modelling for qualitative studies by Nikolenko, Sergey I., Koltcov, Sergei, Koltsova, Olessia

“…Qualitative studies, such as sociological research, opinion analysis and media studies, can benefit greatly from automated topic mining provided by topic…”
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BayesHammer: Bayesian clustering for error correction in single-cell sequencing by Nikolenko, Sergey I, Korobeynikov, Anton I, Alekseyev, Max A

“…Error correction of sequenced reads remains a difficult task, especially in single-cell sequencing projects with extremely non-uniform coverage. While existing…”
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Robust Distributed Monitoring of Traffic Flows by Demianiuk, Vitalii, Gorinsky, Sergey, Nikolenko, Sergey I., Kogan, Kirill

“…Unrelenting traffic growth, device heterogeneity, and load unevenness create scalability challenges for traffic monitoring. In this paper, we propose Robust…”
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Exploiting Order Independence for Scalable and Expressive Packet Classification by Kogan, Kirill, Nikolenko, Sergey I., Rottenstreich, Ori, Culhane, William, Eugster, Patrick

“…Efficient packet classification is a core concern for network services. Traditional multi-field classification approaches, in both software and ternary…”
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Competitive buffer management for packets with latency constraints by Davydow, Alex, Chuprikov, Pavel, Nikolenko, Sergey I., Kogan, Kirill

“…Modern datacenters are increasingly required to deal with latency-sensitive applications. Incorporation of multiple traffic characteristics (e.g., packet…”
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Formalization and taxonomy of compute-aggregate problems for cloud computing applications by Chuprikov, Pavel, Davydow, Alex, Kogan, Kirill, Nikolenko, Sergey I., Sirotkin, Alexander

“…Efficient representation of data aggregations is a fundamental problem in modern big data applications, where network topologies and deployed routing and…”
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Towards Software-Defined Buffer Management by Kogan, Kirill, Menikkumbura, Danushka, Petri, Gustavo, Noh, Youngtae, Nikolenko, Sergey I., Sirotkin, Alexander, Eugster, Patrick

“…Buffering architectures and policies for their efficient management are core ingredients of a network architecture. However, despite strong incentives to…”
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Efficient FIB Representations on Distributed Platforms by Kogan, Kirill, Nikolenko, Sergey I., Eugster, Patrick, Shalimov, Alexander, Rottenstreich, Ori

“…The Internet routing ecosystem is facing substantial scalability challenges due to continuous, significant growth of the state represented in the data plane…”
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Priority Queueing for Packets With Two Characteristics by Chuprikov, Pavel, Nikolenko, Sergey I., Davydow, Alex, Kogan, Kirill

“…Modern network elements are increasingly required to deal with heterogeneous traffic. Recent works consider processing policies for buffers that hold packets…”
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Heterogeneous packet processing in shared memory buffers by Eugster, Patrick, Kogan, Kirill, Nikolenko, Sergey I., Sirotkin, Alexander V.

“…Packet processing increasingly involves heterogeneous requirements. We consider the well-known model of a shared memory switch with bounded-size buffer and…”
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Online Scheduling FIFO Policies with Admission and Push-Out by Kogan, Kirill, López-Ortiz, Alejandro, Nikolenko, Sergey I., Sirotkin, Alexander V.

“…We consider the problem of managing a bounded size First-In-First-Out (FIFO) queue buffer, where each incoming unit-sized packet requires several rounds of…”
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Balancing work and size with bounded buffers by Kogan, Kirill, Lopez-Ortiz, Alejandro, Nikolenko, Sergey I., Scalosub, Gabriel, Segal, Michael

“…We consider the fundamental problem of managing a bounded size queue buffer where traffic consists of packets of varying size, each packet requires several…”
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Approximate Classifiers with Controlled Accuracy by Demianiuk, Vitalii, Kogan, Kirill, Nikolenko, Sergey I.

“…Performing exact computations can require significant resources. Approximate computing allows to alleviate resource constraints, sacrificing the accuracy of…”
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Online recommender system for radio station hosting based on information fusion and adaptive tag-aware profiling by Ignatov, Dmitry I., Nikolenko, Sergey I., Abaev, Taimuraz, Poelmans, Jonas

“…•A new implicit feedback recommender system for the interactive radio network FMhost.•A collaborative approach paired with dynamic tag-aware profiles or users…”
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The impact of processing order on performance: A taxonomy of semi-FIFO policies by Kogan, Kirill, López-Ortiz, Alejandro, Nikolenko, Sergey I., Sirotkin, Alexander V.

“…Modern network processors increasingly deal with packets that require heterogeneous processing. We consider a bounded size input queue buffer where each packet…”
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Large profits or fast gains: A dilemma in maximizing throughput with applications to network processors by Kogan, Kirill, López-Ortiz, Alejandro, Nikolenko, Sergey I., Scalosub, Gabriel, Segal, Michael

“…We consider the fundamental problem of managing a bounded size queue buffer where traffic consists of packets of varying size, each packet requires several…”
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Throughput optimization with latency constraints by Davydow, Alex, Chuprikov, Pavel, Nikolenko, Sergey I., Kogan, Kirill

“…Modern datacenters are increasingly required to deal with latency-sensitive applications. A major question here is how to represent latency in desired…”
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