The International Journal of Database Management Systems (IJDMS)

  International Journal of Database Management Systems (IJDMS) IJDMS is indexed in World Journal Clout Index (WJCI) ISSN: 0975-5705 (Online); 0975-5985 (Print) http://airccse.org/journal/ijdms/index.html  Important Dates • Submission Deadline : December 04, 2021 • Notification                   : December 25, 2021 • Final Manuscript Due :December 28, 2021 • Publication Date          : Determined by the Editor-in-Chief Contact Us:  Here's where you can reach us   : ijdmsjournal@aircconline.com or ijdmsjournal@airccse.org

  International Journal of Database Management Systems (IJDMS) IJDMS is indexed in World Journal Clout Index (WJCI) ISSN: 0975-5705 (Online); 0975-5985 (Print) http://airccse.org/journal/ijdms/index.html  Important Dates • Submission Deadline : December 04, 2021 • Notification                   : December 25, 2021 • Final Manuscript Due :December 28, 2021 • Publication Date          : Determined by the Editor-in-Chief Contact Us:  Here's where you can reach us   : ijdmsjournal@aircconline.com or ijdmsjournal@airccse.org

 International Journal of Database Management Systems (IJDMS) IJDMS is indexed in World Journal Clout Index (WJCI) ISSN: 0975-5705 (Online); 0975-5985 (Print) http://airccse.org/journal/ijdms/index.html  Important Dates • Submission Deadline : November 27, 2021 • Notification                   : December 27, 2021 • Final Manuscript Due : January 08, 2022 • Publication Date          : Determined by the Editor-in-Chief Contact Us:  Here's where you can reach us   : ijdmsjournal@aircconline.com or ijdmsjournal@airccse.org

 #BDHI #bigdata #blockchain #datamining #phd #researchers #articles #healthinformatics #deeplearning #AI #DataScience #DataAnalytics #Data Welcome To BDHI 2022!! 3rd International Conference on Big Data & Health Informatics (BDHI 2022) January 29~30, 2022, Copenhagen, Denmark Submission Deadline : November 27, 2021 Webpage URL : https://aisca2022.org/bdhi/index Submission URL : https://aisca2022.org/submission/index.php Contact Us : bdhi@aisca2022.org or bdhiconf@yahoo.com

  SPATIAL R-TREE INDEX BASED ON GRID DIVISION FOR QUERY PROCESSING Esraa Rslan1 , Hala Abdel Hameed1 and Ehab Ezzat2 1 Faculty of Computers and Information, Fayoum University, Egypt 2 Faculty of Computers and Information, Cairo University, Egypt ABSTRACT Tracing moving objects have turned out to be essential in our life and have a lot of uses like: GPS guide, traffic monitor based administrations and location-based services. Tracking the changing places of objects has turned into important issues. The moving entities send their positions to the server through a system and large amount of data is generated from these objects with high frequent updates so we need an index structure to retrieve information as fast as possible. The index structure should be adaptive, dynamic to monitor the locations of objects and quick to give responses to the inquiries efficiently. The most wellknown kinds of queries strategies in moving objects databases are Rang, Point and K-Nearest Neighbour...

  IN SEARCH OF ACTIONABLE PATTERNS OF LOWEST COST - A SCALABLE GRAPH METHOD Angelina A. Tzacheva, Arunkumar Bagavathi and Aabir K. Datta Department of Computer Science, University of North Carolina at Charlotte North Carolina, USA-28223 ABSTRACT Action Rules are rule based systems for discovering actionable patterns which are hidden in a large dataset. All recommended patterns from Action Rules incur some form of cost to the users. It is obvious that recommendations are interesting to the users only if the cost that the user pays for the recommended actions is low. In other words, the recommendations should be profitable or valuable to the user when they perform a chain of actions, at the lowest possible cost. In the modern era of big data, organizations are collecting massive amounts of data, growing constantly. Finding low cost actionable patterns for such large data in these domains, is time consuming and requires a scalable approach. In this work, we introduce the notio...

 International Journal of Database Management Systems (IJDMS) IJDMS is indexed in World Journal Clout Index (WJCI) ISSN: 0975-5705 (Online); 0975-5985 (Print) http://airccse.org/journal/ijdms/index.html  Important Dates • Submission Deadline : November 27, 2021 • Notification                   : December 27, 2021 • Final Manuscript Due : January 08, 2022 • Publication Date          : Determined by the Editor-in-Chief Contact Us:  Here's where you can reach us   : ijdmsjournal@aircconline.com or ijdmsjournal@airccse.org

  A XGBOOST RISK MODEL VIA FEATURE SELECTION AND BAYESIAN HYPER-PARAMETER OPTIMIZATION Yan Wang1 and Xuelei Sherry Ni2 1Graduate College, Kennesaw State University, Kennesaw, USA 2Department of Statistics and Analytical Sciences, Kennesaw State University, Kennesaw, USA   ABSTRACT This paper aims to explore models based on the extreme gradient boosting (XGBoost) approach for business risk classification. Feature selection (FS) algorithms and hyper-parameter optimizations are simultaneously considered during model training. The five most commonly used FS methods including weight by Gini, weight by Chi-square, hierarchical variable clustering, weight by correlation, and weight by information are applied to alleviate the effect of redundant features. Two hyper-parameter optimization approaches, random search (RS) and Bayesian tree-structuredParzen Estimator (TPE), are applied in XGBoost. The effect of different FS and hyper-parameter optimization methods on the model pe...

  CALL FOR PAPERS..!!!! 12th International conference on Database Management Systems (DMS 2021) December 23 ~ 24, 2021, Sydney, Australia https://cst2021.org/dms/index Submission Deadline : November 20, 2021 Contact Us Here's where you can reach us : dms@cst2021.org or dmsconf@yahoo.com Submission URL : https://cst2021.org/submission/index.php

  3rd International Conference on Big Data and Blockchain (BDAB 2022) January 22 ~ 23, 2022, Zurich, Switzerland https://acsty2022.org/bdab/index Submission Deadline: November 20, 2021 Contact us: Here's where you can reach us: bdab@acsty2022.org (or) bdab_conf@yahoo.com Submission Link: https://acsty2022.org/submission/index.php

International Journal of Database Management Systems (IJDMS) IJDMS is indexed in World Journal Clout Index (WJCI) ISSN: 0975-5705 (Online); 0975-5985 (Print) http://airccse.org/journal/ijdms/index.html  Important Dates • Submission Deadline : November 20, 2021 • Notification                   : December 20, 2021 • Final Manuscript Due : December 28, 2021 • Publication Date          : Determined by the Editor-in-Chief Contact Us:  Here's where you can reach us   : ijdmsjournal@aircconline.com or ijdmsjournal@airccse.org

  International Journal of Database Management Systems (IJDMS) IJDMS is indexed in World Journal Clout Index (WJCI) ISSN: 0975-5705 (Online); 0975-5985 (Print) http://airccse.org/journal/ijdms/index.html  Important Dates • Submission Deadline : November 20, 2021 • Notification                   : December 20, 2021 • Final Manuscript Due : December 28, 2021 • Publication Date          : Determined by the Editor-in-Chief Contact Us:  Here's where you can reach us   : ijdmsjournal@aircconline.com or ijdmsjournal@airccse.org

  International Journal of Database Management Systems (IJDMS) IJDMS is indexed in World Journal Clout Index (WJCI) ISSN: 0975-5705 (Online); 0975-5985 (Print) http://airccse.org/journal/ijdms/index.html  Important Dates • Submission Deadline : November 20, 2021 • Notification                   : December 20, 2021 • Final Manuscript Due : December 28, 2021 • Publication Date          : Determined by the Editor-in-Chief Contact Us:  Here's where you can reach us   : ijdmsjournal@aircconline.com or ijdmsjournal@airccse.org

  #BINLP #NLP #netwroks #IOT #bigdata #blockchain #deeplearning #machine learning #AI #ML #phd #researchers #articles #publishers #indexing Online Paper Submission Now!! International Conference on Big Data, IOT & NLP (BINLP 2021) December 18 ~ 19, 2021, Dubai, UAE Webpage URL : https://binlp.org/index Submission Deadline : November 14, 2021 Submission URL : https://binlp.org/submission/index.php Contact Us : binlp@binlp.org or binlpconf@yahoo.com

  International Journal of Database Management Systems (IJDMS) IJDMS is indexed in World Journal Clout Index (WJCI) https://wjci.cnki.net/UserIndex/JournalOverseaDetails?filename=ISSN0975-5985 WJCI Impact factor= 0.200 ISSN: 0975-5705 (Online); 0975-5985 (Print) http://airccse.org/journal/ijdms/index.html  Important Dates • Submission Deadline : November 20, 2021 • Notification                   : December 20, 2021 • Final Manuscript Due : December 28, 2021 • Publication Date          : Determined by the Editor-in-Chief Contact Us:  Here's where you can reach us   : ijdmsjournal@aircconline.com or ijdmsjournal@airccse.org

  Call for papers!!! International Journal of Database Management Systems (IJDMS) ISSN: 0975-5705 (Online); 0975-5985 (Print) http://airccse.org/journal/ijdms/index.html ;  Important Dates : November 20, 2021  Contact us: ijdmsjournal@aircconline.com or ijdmsjournal@airccse.org

  International Journal of Database Management Systems (IJDMS) ISSN: 0975-5705 (Online); 0975-5985 (Print) http://airccse.org/journal/ijdms/index.html ;  Important Dates : Novemeber 06, 2021  Contact us: ijdmsjournal@aircconline.com or ijdmsjournal@airccse.org

  TEXT ADVERTISEMENTS ANALYSIS USING CONVOLUTIONAL NEURAL NETWORKS AbdulwahedAlmarimi and Asmaa Salem Department of Computer Science, Bani Waleed University, Libya ABSTRACT   In this paper, we describe the developed model of the Convolutional Neural Networks CNN to a classification of advertisements. The developed method has been tested on both texts (Arabic and Slovak texts).The advertisements are chosen on a classified advertisements websites as short texts. We evolved a modified model of the CNN, we have implemented it and developed next modifications. We studied their influence on the performing activity of the proposed network. The result is a functional model of the network and its implementation in Java and Python. And analysis of model results using different parameters for the network and input data. The results on experiments data show that the developed model of CNN is useful in the domains of Arabic and Slovak short texts, mainly for some classification of ...

  International Journal of Database Management Systems (IJDMS) ISSN: 0975-5705 (Online); 0975-5985 (Print) http://airccse.org/journal/ijdms/index.html ;  Important Dates : Novemeber 06, 2021  Contact us: ijdmsjournal@aircconline.com or ijdmsjournal@airccse.org