Rustam Mussabayev

According to our database, Rustam Mussabayev authored at least 28 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Distributed random swap: An efficient algorithm for minimum sum-of-squares clustering.

Olzhas Kozbagarov, Rustam Mussabayev

Inf. Sci., 2024

Boosting K-means for Big Data by Fusing Data Streaming with Global Optimization.

Ravil Mussabayev, Rustam Mussabayev

CoRR, 2024

Topic Modeling with Variable Neighborhood Search.

Alymzhan Toleu, Gulmira Tolegen, Rustam Mussabayev

Proceedings of the Advances in Computational Collective Intelligence, 2024

Enhancing Low-Resource NER via Knowledge Transfer from LLM.

Gulmira Tolegen, Alymzhan Toleu, Rustam Mussabayev

Proceedings of the Computational Collective Intelligence - 16th International Conference, 2024

Interpretable Dense Embedding for Large-Scale Textual Data via Fast Fuzzy Clustering.

Olzhas Kozbagarov, Rustam Mussabayev, Alexander Krassovitskiy, Nursultan Kuldeyev

Proceedings of the Advances in Computational Collective Intelligence, 2024

Superior Parallel Big Data Clustering Through Competitive Stochastic Sample Size Optimization in Big-Means.

Rustam Mussabayev, Ravil Mussabayev

Proceedings of the Intelligent Information and Database Systems - 16th Asian Conference, 2024

2023

How to Use K-means for Big Data Clustering?

Rustam Mussabayev, Nenad Mladenovic, Bassem Jarboui, Ravil Mussabayev

Pattern Recognit., May, 2023

Strategies for Parallelizing the Big-Means Algorithm: A Comprehensive Tutorial for Effective Big Data Clustering.

Ravil Mussabayev, Rustam Mussabayev

CoRR, 2023

Optimizing K-means for Big Data: A Comparative Study.

Ravil Mussabayev, Rustam Mussabayev

CoRR, 2023

2022

Data-Driven Approach for Spellchecking and Autocorrection.

Alymzhan Toleu, Gulmira Tolegen, Rustam Mussabayev, Alexander Krassovitskiy, Irina Ualiyeva

Symmetry, 2022

Reaching for upper bound ROUGE score of extractive summarization methods.

Iskander Akhmetov, Rustam Mussabayev, Alexander F. Gelbukh

PeerJ Comput. Sci., 2022

Topic-Aware Sentiment Analysis of News Articles.

Iskander Akhmetov, Alexander F. Gelbukh, Rustam Mussabayev

Computación y Sistemas, 2022

Big-means: Less is More for K-means Clustering.

Rustam Mussabayev, Nenad Mladenovic, Bassem Jarboui, Ravil Mussabayev

CoRR, 2022

Greedy Texts Similarity Mapping.

Aliya Jangabylova, Alexander Krassovitskiy, Rustam Mussabayev, Irina Ualiyeva

Comput., 2022

Language-Independent Approach for Morphological Disambiguation.

Alymzhan Toleu, Gulmira Tolegen, Rustam Mussabayev

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

A New Sentence-Based Interpretative Topic Modeling and Automatic Topic Labeling.

Olzhas Kozbagarov, Rustam Mussabayev, Nenad Mladenovic

Symmetry, 2021

KazNewsDataset: Single Country Overall Digital Mass Media Publication Corpus.

Kirill Yakunin, Maksat Kalimoldayev, Ravil I. Mukhamediev, Rustam Mussabayev, Vladimir B. Barakhnin, Yan I. Kuchin, Sanzhar Murzakhmetov, Timur Buldybayev, Ulzhan Ospanova, Marina Yelis, Akylbek Zhumabayev, Viktors I. Gopejenko, Zhazirakhanym Meirambekkyzy, Alibek Abdurazakov

Data, 2021

Greedy Optimization Method for Extractive Summarization of Scientific Articles.

Iskander Akhmetov, Alexander F. Gelbukh, Rustam Mussabayev

IEEE Access, 2021

Plagiarism Detection in Students' Answers Using FP-Growth Algorithm.

Sabina Nurlybayeva, Iskander Akhmetov, Alexander F. Gelbukh, Rustam Mussabayev

Proceedings of the Advances in Soft Computing, 2021

Using K-Means and Variable Neighborhood Search for Automatic Summarization of Scientific Articles.

Iskander Akhmetov, Nenad Mladenovic, Rustam Mussabayev

Proceedings of the Variable Neighborhood Search - 8th International Conference, 2021

2020

Classification of Negative Information on Socially Significant Topics in Mass Media.

Ravil I. Muhamedyev, Kirill Yakunin, Rustam Mussabayev, Timur Buldybayev, Yan I. Kuchin, Sanzhar Murzakhmetov, Marina Yelis

Symmetry, 2020

An Open-Source Lemmatizer for Russian Language based on Tree Regression Models.

Iskander Akhmetov, Alexander Krassovitskiy, Irina Ualiyeva, Alexander F. Gelbukh, Rustam Mussabayev

Res. Comput. Sci., 2020

Voted-Perceptron Approach for Kazakh Morphological Disambiguation.

Gulmira Tolegen, Alymzhan Toleu, Rustam Mussabayev

Proceedings of the 1st Joint Workshop on Spoken Language Technologies for Under-resourced languages and Collaboration and Computing for Under-Resourced Languages, 2020

Deep Learning for Multilingual POS Tagging.

Alymzhan Toleu, Gulmira Tolegen, Rustam Mussabayev

Proceedings of the Advances in Computational Collective Intelligence, 2020

2019

KeyVector: Unsupervised Keyphrase Extraction Using Weighted Topic via Semantic Related.

Alymzhan Toleu, Gulmira Tolegen, Rustam Mussabayev

Computación y Sistemas, 2019

Using Centroid Keywords and Word Mover's Distance for Single Document Extractive Summarization.

Dauken Seitkali, Rustam Mussabayev

Proceedings of the NLPIR 2019: The 3rd International Conference on Natural Language Processing and Information Retrieval, Tokushima, Japan, June 28, 2019

Neural Named Entity Recognition for Kazakh.

Gulmira Tolegen, Alymzhan Toleu, Orken Mamyrbayev, Rustam Mussabayev

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

2018

Energy-Based Centroid Identification and Cluster Propagation with Noise Detection.

Alexander Krassovitskiy, Rustam Mussabayev

Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018