Proceedings of the IADIS International Conference Big Data Analytics, Data Mining and Computational Intelligence 2019 Proceedings of the IADIS International Conference Theory and Practice in Modern Computing 2019 Porto, Portugal, 16 - 18 July, 2019 Edited by Ajith P. Abraham and Jörg Roth ISBN (Book): 978-989-8533-92-0 ISBN (CD-ROM):

Titles Published in This Volume

NOVEL LEARNING STRATEGY BASED ON GENETIC PROGRAMMING FOR CREDIT CARD FRAUD DETECTION IN BIG DATA
Ibtissam Benchaji, Samira Douzi and Bouabid El Ouahidi

TRANSFORMATION OF SYSTEMS OF INTERACTIVE SIMULATION OF CONFLICT SITUATIONS INTO SYSTEMS BASED ON DECISION PATTERNS
Andrzej Najgebauer

A KNOWLEDGE BASED TWO-STAGE CASCADE MODEL FOR TEST-QUESTION/ANSWER RETRIEVAL
Yilu Wei, Daifeng Li and Andrew David Madden

REVIEWING DATA ACCESS PATTERNS AND COMPUTATIONAL REDUNDANCY FOR MACHINE LEARNING ALGORITHMS
Imen Chakroun, Tom Vander Aa and Tom Ashby

AN ETL PATTERN FOR LOG CONFIGURATION AND ANALYSIS
Bruno Oliveira, Óscar Oliveira, Telmo Matos, Vasco Santos and Orlando Belo

DRIVING MODEL OF BIG DATA GOVERNANCE IN URBAN COMMUNITY SAFETY SERVICE
Zhao-Ge Liu and Xiang-Yang Li

DEEP LEARNING: APPLICATION OF THE LSTM MODEL IN THE CATEGORIZATION OF TWEETS ON VIOLENCE IN THE CITY OF BELÉM
Jonatã Paulino da Costa, Aurea Milene Teixeira Barbosa dos Santos, Eulália Carvalho da Mata, Marcelino Silva da Silva, Priscila Siqueira Aranha and Carlos Renato Lisboa Francês

A STUDY ON BIG DATA FRAMEWORKS AND MACHINE LEARNING TOOL KITS
Imad Sassi and Samir Anter

EMOTION ANALYSIS OF TWEETS USING DEEP LEARNING TECHNIQUES
Sahil Bhatnagar, Sagar Malik and Niladri Chatterjee

STRUM: A SEMANTIC TRUST-BASED MINER MODEL FOR DETECTING INFLUENTIAL SPREADERS IN SOCIAL NETWORKS
Heba M. Wagih, Hoda M. O. Mokhtar and Samy S. Ghoniemy

TOWARDS AUTOMATED COST ANALYSIS, BENCHMARKING AND ESTIMATING IN CONSTRUCTION: A MACHINE LEARNING APPROACH
Daqing Chen, Laureta Hajderanj and James Fiske

THE XML AND SEMANTIC WEB: A SYSTEMATIC REVIEW ON TECHNOLOGIES
Mohamed Alloghani, Dhiya Al-Jumeily, Abir Hussain, Ahmed J. Aljaaf, Jamila Mustafina, Mohammed Khalaf and Sin Y. Tan

USAGE OF PROCESS MINING IN THE ‘OFFER TO PRODUCTION PROCESS’ OF A CONTRACT MANUFACTURER FOR CAST COMPONENTS
Jens Kiefer and Melina Precht

COMPLIANCE STUDY OF HAZARD ANALYSIS AND CRITICAL CONTROL POINT SYSTEM
Tatiana Sousa Pinto, Brigida Monica Faria, Luis Paulo Reis, Henrique Lopes Cardoso and Tiago Santos

A BIG REMOTE SENSING DATA ANALYSIS USING DEEP LEARNING FRAMEWORK
Hanen Balti, Imen Chebbi, Nedra Mellouli, Imed Riadh Farah and Myriam Lamolle

VIABLE SYSTEM ARCHITECTURE APPLIED TO MAINTENANCE 4.0
Rafael Albuquerque Câmara, Henrique São Mamede and Vitor Duarte dos Santos

THEORY AND PRACTICE IN MODERN COMPUTING EXPERIMENTAL ANALYSIS OF MPTCP CONGESTION CONTROL ALGORITHMS; LIA, OLIA AND BALIA
Toshihiko Kato, Adhikari Diwakar, Ryo Yamamoto, Satoshi Ohzahata and Nobuo Suzuki

IMPROVING EFFICIENCY OF A WEB-BASED DISTRIBUTED EVOLUTIONARY COMPUTING SYSTEM
Jerzy Duda and Wojciech Dłubacz

METHOD OF CHEMICAL FORMULAS COMPARISON
Nataliya A. Vayngolts, Dmitriy M. Korobkin, Sergey A. Fomenkov, Sergey G. Kolesnikov and Alla G. Kravets

EXTRACTION OF STRUCTURAL ELEMENTS OF INVENTIONS FROM RUSSIAN-LANGUAGE PATENTS
Dmitriy M. Korobkin, Sergey S. Vasiliev, Sergey A. Fomenkov and Vladimir I. Lobeyko

AN EXAMINATION OF STUDENT LEARNING OF SCIENCE CONCEPTS USING INTERACTIVE INSTRUCTIONAL MULTIMEDIA TECHNOLOGY
Maria Georgiou

A CLUSTERING-BASED JUDGMENT METHOD OF FALSE POSITIVE ALERTS
Shinya Iwasaki, Tomo Kakuta, Yoshihiro Sekiguchi, Yukihiro Konishi, Tomoya Ohtori and Norihisa Komoda

AN ENERGY-EFFICIENT RANDOM FINGERPRINT AND VERIFICATION FOR WIRELESS SENSOR NETWORKS AUTHENTICATION PROTOCOLS
Youssou Faye, Hervé Guyennet and Pierre Cyrille Héam

VIEW: A CONCEPT FOR AN IMMERSIVE VIRTUAL REALITY IMAGE INTERPRETATION WORKBENCH
Alexander Streicher, Julien Hoffmann and Wolfgang Roller

TEXT MINING APPLICATIONS TO FACILITATE ECONOMIC AND FOOD SAFETY LAW ENFORCEMENT
Gustavo Magalhães, Brigida Monica Faria, Luis Paulo Reis and Henrique Lopes Cardoso

REDDIT SENTIMENT ANALYSIS TO IMPROVE ELECTION PREDICTIONS
Bryant Hwang

CLOUD AGNOSTIC STREAM ANALYTICS
Chandan Kumar

BIM CAPACITIES IMPROVED WITH VR TECHNOLOGY IN THE BUILDING PROJECT
Alcínia Zita Sampaio

ECG SIGNAL ANALYSIS OF EARLY AND LATE RISERS: A POPULATION BASED CASE CONTROL STUDY
Muhammad Hassan, Sami Ur Rahman and Zhou You

AN OVERVIEW AND EVALUATION OF BLACK-BOX TESTING METHODS FOR SYSTEM TESTING
Anastasija Špakova and Marina Uhanova

SENTIMENT SCORES OF SENTIMENT KEYWORDS: ANALYSIS OF HOTEL REVIEW DATA
Ye-Seul Jeon, Eun-Young Jang and Hwan-Seok Jang

EXPLAINING BLACK-BOX MACHINE LEARNING MODELS
Krzysztof Dzieciolowski

DATA MINING FOR ENERGY MANAGEMENT IN A WATER DISTRIBUTION NETWORK
Hohyun Lee, Dae Wook Kim, Sung Taek Hong and Gang Wook Shin

STUDY ON DATA CLEANSING ALGORITHMS FOR OUTLIERS IN WATER SUPPLY SYSTEM
Jong Rib Kim, Gang Wook Shin, Sung Taek Hong and Dae Wook Kim

A NOISE-TOLERANT EVOLUTIONARY ALGORITHM BASED ON ACCUMULATIVE SAMPLING
Jeongmin Kim, Steven Kurniawan and Kwang Ryel Ryu

RECOMMENDER SYSTEM USING UNSUPERVISED MACHINE LEARNING FOR SATISFACTION SURVEYS
Baba Mbaye