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No. Title Subjects Date Type Publication Title Authors Communities
1 Feature Selection to Classify Healthcare Data using Wrapper Method with PSO Search Data Mining and Machine Learning 2019-09-08 Journal Article International Journal of Information Technology and Computer Science(IJITCS) Thinzar Saw [3] , Phyu Hninn Myint [6] Data Mining and Machine Learning Lab, Faculty of Computer Science
2 KNN-Based Overlapping Samples Filter Approach for Classification of Imbalanced Data Data Mining and Machine Learning 2019-07-25 Conference Paper International Conference on Software Engineering Research, Management and Applications, SERA 2019: Software Engineering Research, Management and Applications pp 55-73 Mar Mar Nwe [1] , Khin Thidar Lynn [4] Semantic Web and Web Services Lab, Faculty of Information Science
3 Swarm Intelligence Based Feature Selection for High Dimensional Classification: A Literature Survey Data Mining and Machine Learning 2019-06-01 Journal Article International Journal of Computer (IJC) Volume 33(No. 1):pp 69-83 Thinzar Saw [3] , Phyu Hninn Myint [6] Data Mining and Machine Learning Lab, Faculty of Computer Science
4 Analysis of Missing Data Using Matrix-Characterized Approximations Data Mining and Machine Learning 2019-05-01 Journal Article Software Engineering Research, Management and Applications. Studies in Computational Intelligence, ISBN:978-3-030-24343-2. Vol. 845, Springer Nature Thin Thin Soe [2] , Myat Myat Min [13] Data Mining and Machine Learning Lab, Faculty of Computer Science
5 Comparative Study for Text Document Classification Using Different Machine Learning Algorithms Data Mining and Machine Learning 2019-04-19 Journal Article International Journal of Computer (IJC), ISSN 2307-4523 (Print & Online) Jordan, Vol(33), Issue(1), April 2019 Yin Min Tun [3] , Phyu Hninn Myint [6] Semantic Web and Web Services Lab, Faculty of Computer Science
6 Detecting Social Spam Profile on Twitter Data Mining and Machine Learning 2019-02-27 Conference Paper Seventeenth International Conference On Computer Applications (ICCA 2019) Myo Myo Swe [5] , Nyein Nyein Myo [9] Data Mining and Machine Learning Lab, Faculty of Information Science
7 Developing POS Level Emotion-Based Features on Satire Detection Data Mining and Machine Learning 2018-12-01 Journal Article International Journal of Computer Science and Network( IJCSN), Volume 7, Issue 6, December 2018 Pyae Phyo Thu [6] , Than Nwe Aung [15] Data Mining and Machine Learning Lab, Faculty of Computer Science
8 Blacklist Creation for Detecting Fake Accounts on Twitter Data Mining and Machine Learning 2018-11-13 Journal Article International Journal of Networked and Distributed Computing Vol. 7(1); December (2018), pp. 43?50 Myo Myo Swe [5] , Nyein Nyein Myo [9] Data Mining and Machine Learning Lab, Faculty of Information Science
9 Subjectivity Analysis of Restaurants Reviews in Myanmar Language Data Mining and Machine Learning 2018-11-01 Conference Paper 32nd International Business Information Management Conference (IBIMA), At Seville, Spain, Volume: ISBN: 978-0-9998551-1-9 pp. 76-87 Yu Mon Aye [3] , Sint Sint Aung [5] Data Mining and Machine Learning Lab, Faculty of Computing
10 Comparison of Different Distance Measure Methods in Text Document Clustering Data Mining and Machine Learning 2018-07-01 Journal Article International Journal of Research and Engineering (IJRE 2018) India,ISSN: 2348-7860 (O) | 2348-7852 (P) | Vol. 5 No. 7 | July 2018 | PP. 445-449 Yin Min Tun [3] Semantic Web and Web Services Lab
11 Enhanced Sentiment Classification for Informal Myanmar Text of Restaurant Reviews Data Mining and Machine Learning 2018-06-13 Conference Paper 16th International Conference on Software Engineering Research, Management and Applications (SERA). IEEE, 2018 Yu Mon Aye [3] , Sint Sint Aung [5] Data Mining and Machine Learning Lab, Faculty of Computing
12 Investigation of the Use of Learning Management System (Moodle) in University of Computer Studies, Mandalay Data Mining and Machine Learning 2018-06-07 Conference Paper International Conference on Big Data Analysis and Deep Learning Applications, ICBDL 2018: Big Data Analysis and Deep Learning Applications pp 160-168 Thinzar Saw [3] , Kyu Kyu Win [1] , Zan Mo Mo Aung [2] , Myat Su Oo [3] Data Mining and Machine Learning Lab, Data Mining and Machine Learning Lab, Semantic Web and Web Services Lab
13 Fake Accounts Detection on Twitter Using Blacklist Data Mining and Machine Learning 2018-06-06 Conference Paper IEEE/ACIS 17th International Conference on Computer and Information Science (ICIS) Myo Myo Swe [5] , Nyein Nyein Myo [9] Data Mining and Machine Learning Lab, Faculty of Information Science
14 Distance-based Clustering of Moving Objects' Trajectories from Spatiotemporal Big Data* Data Mining and Machine Learning 2018-06-06 Conference Paper IEEE/ACIS 17th International Conference on Computer and Information Science (ICIS) Khaing Phyo Wai [7] , Than Nwe Aung [15] Data Mining and Machine Learning Lab, Faculty of Computer Science
15 Fake Accounts Classification on Twitter Data Mining and Machine Learning 2018-06-01 Journal Article International Journal of Latest Engineering and Management Research (IJLEMR), ISSN: 2455-4847, Volume 03 - Issue 06, PP. 141-146 Myo Myo Swe [5] , Nyein Nyein Myo [9] Data Mining and Machine Learning Lab, Faculty of Information Science
16 Speeding up Incomplete Data Analysis using Matrix-Represented Approximations Data Mining and Machine Learning 2018-06-01 Conference Paper 19th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Busan, Korea (pp.206-211). IEEE Thin Thin Soe [2] , Myat Myat Min [13] Data Mining and Machine Learning Lab, Faculty of Computer Science
17 Senti-Lexicon and Analysis for Restaurant Reviews of Myanmar Text Data Mining and Machine Learning 2018-05-01 Journal Article International Journal of Advanced Engineering, Management and Science (IJAEMS) Yu Mon Aye [3] , Sint Sint Aung [5] Data Mining and Machine Learning Lab, Faculty of Computing
18 Community and Outliers Detection in Social Network Data Mining and Machine Learning 2018-05-01 Conference Paper International Conference on Big Data Analysis and Deep Learning Applications (pp. 58-67). Springer, Singapore Htwe Nu Win [4] , Khin Thidar Lynn [4] Data Mining and Machine Learning Lab, Faculty of Information Science
19 Real Time Semantic Events Detection from Social Media Stream Data Mining and Machine Learning 2018-05-01 Conference Paper 1st International Conference on Big Data Analysis and Deep Learning Applications,Japan,(pp. 175- 185). Springer. Phyu Phyu Khaing [8] , Than Nwe Aung [15] Big Data and Cloud Computing Lab, Faculty of Computer Science
20 Implementation of Emotional Features on Satire Detection Data Mining and Machine Learning 2018-04-30 Journal Article International Journal of Networked and Distributed Computing (IJNDC), Vol. 6, No. 2 (April 2018), pp.78-87, ISSN: 2211-7946, DOI: doi:10.2991/ijndc.2018.6.2.3 Pyae Phyo Thu [6] , Than Nwe Aung [15] Data Mining and Machine Learning Lab, Faculty of Computer Science
21 Automated Text Annotation for Social Media Data during Natural Disasters Data Mining and Machine Learning 2018-03-12 Journal Article Advances in Science, Technology and Engineering Systems Journal Vol. 3, No. 2, 119-127 (2018) Si Si Mar Win [6] , Than Nwe Aung [15] Data Mining and Machine Learning Lab, Faculty of Computer Science
22 Community Detection in Social Network with Outlier Recognition Data Mining and Machine Learning 2018-03-01 Journal Article ASTESJ ?Advances in Science, Technology and Engineering Systems Journal, 3(2) pp. 21-27 Htwe Nu Win [4] , Khin Thidar Lynn [4] Data Mining and Machine Learning Lab, Faculty of Information Science
23 Effective Features Selection for Detecting Fake Accounts on Twitter Data Mining and Machine Learning 2018-02-22 Conference Paper Sixteenth International Conference On Computer Applications (ICCA 2018) Myo Myo Swe [5] , Nyein Nyein Myo [9] Data Mining and Machine Learning Lab, Faculty of Information Science
24 Bootstrapping Clinical Concept Extraction with Self-training Data Mining and Machine Learning 2018-02-22 Conference Paper 16th International Conference On Computer Applications (ICCA 2018) Nyein Pyae Pyae Khin [4] , Khin Thida Lynn [3] Data Mining and Machine Learning Lab, Faculty of Information Science
25 Effective analysis of emotion-based satire detection model on various machine learning algorithms Data Mining and Machine Learning 2017-10-24 Conference Paper Consumer Electronics (GCCE), 2017 IEEE 6th Global Conference on (pp. 1-5). IEEE Pyae Phyo Thu [6] , Than Nwe Aung [15] Data Mining and Machine Learning Lab, Faculty of Computer Science
26 Target Oriented Tweets Monitoring System during Natural Disasters Data Mining and Machine Learning 2017-07-01 Journal Article International Journal of Networked and Distributed Computing, Vol. 5, No. 3 (July 2017) 133?142 Si Si Mar Win [6] , Than Nwe Aung [15] Data Mining and Machine Learning Lab, Faculty of Computer Science
27 Global and Local Bursts Detection in Streaming Data Data Mining and Machine Learning 2017-07-01 Conference Paper 2nd IEEE/BCD International Conference on Big Data, Cloud Computing, Data Science & Engineering, Japan, Hamamatsu, (pp 295-300). IEEE Phyu Phyu Khaing [8] , Than Nwe Aung [15] Big Data and Cloud Computing Lab, Faculty of Computer Science
28 An Effective Approach to Automatic Feature Based Opinion Lexicon Expansion Data Mining and Machine Learning 2017-06-30 Journal Article International Journal for Research in Advance Computer Science and Engineering, , Vol 3, Issue 6, 2017, ISSN 2208-2107, pp.1-11, India Myat Su Wai [4] , Sint Sint Aung [5] Data Mining and Machine Learning Lab, Faculty of Computing
29 Medical Concept Extraction: A Comparison of Statistical and Semantic Methods Data Mining and Machine Learning 2017-06-26 Conference Paper 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD), Kanazawa, Japan Nyein Pyae Pyae Khin [4] , Khin Thida Lynn [3] Data Mining and Machine Learning Lab, Faculty of Information Science
30 Implementation of Emotional Features on Satire Detection Data Mining and Machine Learning 2017-06-01 Journal Article Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD), 2017 18th IEEE/ACIS International Conference on (pp. 149-154). IEEE Pyae Phyo Thu [6] , Than Nwe Aung [15] Data Mining and Machine Learning Lab, Faculty of Computer Science
31 Measuring the distance of moving objects from big trajectory data Data Mining and Machine Learning 2017-06-01 Journal Article International Journal on Networked and Distributed Computing, 5(2) pp.113-122. Khaing Phyo Wai [7] , Nwe Nwe [10] Data Mining and Machine Learning Lab, Faculty of Information Science
32 Community detection in Facebook with outlier recognition Data Mining and Machine Learning 2017-06-01 Conference Paper Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD), 2017 18th IEEE/ACIS International Conference on (pp. 155-159). IEEE Htwe Nu Win [4] , Khin Thidar Lynn [4] Data Mining and Machine Learning Lab, Faculty of Information Science
33 Target Oriented Tweets Monitoring System during Natural Disasters Data Mining and Machine Learning 2017-05-24 Conference Paper IEEE/ACIS 16th International Conference on Computer and Information Science (ICIS) Si Si Mar Win [6] , Than Nwe Aung [15] Data Mining and Machine Learning Lab, Faculty of Computer Science
34 Measuring the distance of moving objects from big trajectory data Data Mining and Machine Learning 2017-05-24 Conference Paper 16th IEEE/ACIS International Conference on Computer and Information Science (ICIS), Wuhan, China, (pp. 137-142). IEEE Khaing Phyo Wai [7] , Nwe Nwe [10] Data Mining and Machine Learning Lab, Faculty of Information Science
35 Simultaneous Opinion Lexicon Expansion and Product Feature Extraction Data Mining and Machine Learning 2017-05-24 Conference Paper 16th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2017), Electronic ISBN: 978-1-5090-5507-4, Print on Demand(PoD) ISBN: 978-1-5090-5508-1, 2017, INSPEC Accession Number: 17000153, DOI: 10.1109/ICIS.2017.7959978, pp.107-112, Wuhan, China Myat Su Wai [4] , Sint Sint Aung [5] Data Mining and Machine Learning Lab, Faculty of Computing
36 Impact Analysis of Emotion in Figurative Language Data Mining and Machine Learning 2017-05-01 Conference Paper In Computer and Information Science (ICIS), 2017 IEEE/ACIS 16th International Conference on (pp. 209-214). IEEE Pyae Phyo Thu [6] , Nwe Nwe [10] Data Mining and Machine Learning Lab, Faculty of Information Science
37 Adaptive Methods for Efficient Burst and Correlative Burst Detection Data Mining and Machine Learning 2017-05-01 Conference Paper 16th IEEE/ACIS International Conference on Computer and Information Science (ICIS) , Wuhan, China, (pp. 453 ? 458). IEEE Phyu Phyu Khaing [8] , Nwe Nwe [10] Big Data and Cloud Computing Lab, Faculty of Information Science
38 Content Driven Tweets Annotation during Natural Disasters Data Mining and Machine Learning 2017-02-16 Conference Paper 15th International Conference On Computer Applications (ICCA 2017) Si Si Mar Win [6] , Than Nwe Aung [15] Data Mining and Machine Learning Lab, Faculty of Computer Science
39 Moving Objects Clustering from Big Trajectory Data Data Mining and Machine Learning 2017-02-16 Conference Paper 15th International Conference on Computer Applications, Yangon, Myanmar, (pp. 15-22). ICCA Khaing Phyo Wai [7] , Nwe Nwe [10] Data Mining and Machine Learning Lab, Faculty of Information Science
40 Social Trends Analysis using Efficient Burst Detection in Adaptive Time Windows Data Mining and Machine Learning 2017-02-16 Conference Paper 15th International Conference on Computer Applications, Yangon, Myanmar, (pp. 247-253). ICCA Phyu Phyu Khaing [8] , Nwe Nwe [10] Big Data and Cloud Computing Lab, Faculty of Information Science
41 An Approach for Medical Concept Extraction Using Multi-View Based Transfer Learning Data Mining and Machine Learning 2017-02-16 Conference Paper 15th International Conference on Computer Applications (ICCA-2017), Yangon, Myanmar Nyein Pyae Pyae Khin [4] , Khin Thida Lynn [3] Data Mining and Machine Learning Lab, Faculty of Information Science
42 Machine Learning Techniques for Myanmar Word-Sense Disambiguation Data Mining and Machine Learning 2015-08-26 Conference Paper 9th International Conference on Genetic and Evolutionary Computing,(pp. 175- 185). Springer, Cham. Phyu Phyu Khaing [8] , Than Nwe Aung [15] Big Data and Cloud Computing Lab, Faculty of Computer Science
43 Ontology Based Comparative Sentences and Relation Mining for Sentiment Classification Data Mining and Machine Learning 2015-08-26 Conference Paper International Conference on Genetic and Evolutionary Computing,Advanced in Artificial Intelligence vol 2, ISBN 978-3-319-23207-2 (e-book), 2015, pp.439-446, Yangon, Myanmar. Myat Su Wai [4] , May Aye Chan Aung [2] Data Mining and Machine Learning Lab, Network Security Lab
44 A Study on Web Crawlers and Crawling Algorithms Data Mining and Machine Learning 2015-02-05 Conference Paper 13th International Conference on Computer Applications (ICCA 2015) Nay Chi Lynn [6] , Su Su Aung [4] Image and Signal Processing Lab, Image and Signal Processing Lab
45 Study on Page Ranking Algorithms for Search Engine Optimization Data Mining and Machine Learning 2015-02-05 Conference Paper 13th International Conference on Computer Applications, Yangon, Myanmar, 2015 Tin Tin Yu [6] , Tin Tin San [5] Image and Signal Processing Lab, Image and Signal Processing Lab
46 Analyzing Social Network using Gephi Data Mining and Machine Learning 2015-02-05 Conference Paper 13th International Conference On Computer Applications (ICCA 2015) Khaing Phyo Wai [7] , Ei Ei Thu [7] Data Mining and Machine Learning Lab, Software Engineering Lab
47 A Survey on Web Log Analysis Tools Data Mining and Machine Learning 2015-02-05 Conference Paper 13th International Conference On Computer Applications (ICCA 2015) Khaing Phyo Wai [7] , Yi Yi Aung [11] Data Mining and Machine Learning Lab, Data Mining and Machine Learning Lab
48 A Survey on Social Network Analysis Software Data Mining and Machine Learning 2015-02-05 Conference Paper Software Engineering Research, Management and Applications. Studies in Computational Intelligence, ISBN:978-3-030-24343-2. Vol. 845, Springer Nature Khaing Phyo Wai [7] , Tin Tin Yu [6] Data Mining and Machine Learning Lab, Image and Signal Processing Lab
49 Study on Ontology Markup Languages for Building Domain Ontology Data Mining and Machine Learning 2015-02-05 Conference Paper 13th International Conference on Computer Applications (ICCA 2015) Myat Su Wai [4] , May Aye Chan Aung [2] Data Mining and Machine Learning Lab, Network Security Lab
50 Proposing Virtual Phone Conversation System for Dumb and Hearing Impair Person Data Mining and Machine Learning 2015-02-01 Conference Paper 13th International Conference on Computer Applications (ICCA 2015) Pyae Phyo Thu [6] , Htwe Nu Win [4] Data Mining and Machine Learning Lab, Data Mining and Machine Learning Lab
51 A Survey on Web Content Mining Techniques and Its Tools Data Mining and Machine Learning 2015-02-01 Conference Paper 13th International Conference on Computer Applications (ICCA 2015) Yi Yi Aung [11] , Ei Ei Thu [7] Data Mining and Machine Learning Lab, Software Engineering Lab
52 Mining Frequent Itemsets using Advanced Partition Approach Data Mining and Machine Learning 2009-12-30 Conference Paper 4th Conference on Parallel and Soft Computing (PSC) at University of Computer Studies, Yangon (UCSY) Nay Chi Lynn [6] , Khin Myat Myat Moe [1] Image and Signal Processing Lab, Image and Signal Processing Lab
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