Table of Contents

• The Evolution of Search Over Structured Data: From SQL to Natural LanguageGeorgia Koutrika. 5
• Overcoming the Drawbacks of Traditional Process Management SoftwareManfred Reichert. 7
• Using Topic Specific Features for Argument Stance RecognitionTobias Eljasik-Swoboda, Felix Engel 0002, Matthias Hemmje. 13-22 [doi]
• Manifold Learning to Identify Consumer Profiles in Real Consumption DataDiego Perez, Marta Rivera-Alba, Alberto Sanchez-Carralero. 23-31 [doi]
• Predicting Depression Tendency based on Image, Text and Behavior Data from InstagramYu-Ching Huang, Chieh-Feng Chiang, Arbee L. P. Chen. 32-40 [doi]
• Distributed and Scalable Platform for Collaborative Analysis of Massive Time Series Data SetsEduardo Duarte, Diogo Gomes 0001, David Campos, Rui L. Aguiar. 41-52 [doi]
• A Community Detection Approach for Smart-Phone Addiction RecognitionFabio Cozzolino, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì. 53-64 [doi]
• Comparative Analysis of Store Clustering Techniques in the Retail IndustryKanika Agarwal, Prateek Jain, Mamta A. Rajnayak. 65-73 [doi]
• Data Mining using Morlet Wavelets for Financial Time SeriesReginald Bolman, Thomas Boucher. 74-83 [doi]
• Exploring Robustness in a Combined Feature Selection ApproachAlexander Wurl, Andreas A. Falkner, Alois Haselböck, Alexandra Mazak, Peter Filzmoser. 84-91 [doi]
• International Roaming Traffic Optimization with Call QualityAhmet Sahin, Kenan Cem Demirel, Erinç Albey, Gonca Gürsun. 92-99 [doi]
• Farm Detection based on Deep Convolutional Neural Nets and Semi-supervised Green Texture Detection using VIS-NIR Satellite ImageSara Sharifzadeh, Jagati Tata, Bo Tan. 100-108 [doi]
• XAI: A Middleware for Scalable AIAbdallah Salama, Alexander Linke, Igor Pessoa Rocha, Carsten Binnig. 109-120 [doi]
• BIpm: Combining BI and Process MiningMohammad Reza Harati Nik, Wil M. P. van der Aalst, Mohammadreza Fani Sani. 123-128 [doi]
• How to Boost Customer Relationship Management via Web Mining Benefiting from the Glass Customer's OpennessFrederik Simon Bäumer, Bianca Buff. 129-136 [doi]
• Creating Triggers with Trigger-By-Example in Graph DatabasesKornelije Rabuzin, Martina Sestak. 137-144 [doi]
• Case Study of Anomaly Detection and Quality Control of Energy Efficiency and Hygrothermal Comfort in BuildingsCarlos Eiras-Franco, Miguel Flores, Verónica Bolón-Canedo, Sonia Zaragoza, Rubén Fernández-Casal, Salvador Naya, Javier Tarrío-Saavedra. 145-151 [doi]
• An Evaluation of Big Data ArchitecturesValerie Garises, José G. Quenum. 152-159 [doi]
• Productivity and Impact Analysis of a Research and Technology Development Center using Google Scholar InformationEric Garcia-Cano, Eugenio López-Ortega, Luis Alvarez-Icaza. 160-167 [doi]
• Security Issues of Scientific based Big Data Circulation AnalysisAnastasia Andreasyan, Artem Balyakin, Marina Nurbina, Alina Mukhamedzhanova. 168-173 [doi]
• FOCA: A System for Classification, Digitalization and Information Retrieval of Trial Balance DocumentsGokce Aydugan Baydar, Seçil Arslan. 174-181 [doi]
• Research on Parallel Incremental Association Rule Algorithm based on Data StreamZheng Hua, Tao Du, Shouning Qu, Tao Mi. 182-189
• Improving Indoor Positioning via Machine LearningAigerim Mussina, Sanzhar Aubakirov. 190-195 [doi]
• A Graded Concept of an Information Model for Evaluating Performance in Team HandballFriedemann Schwenkreis. 196-202 [doi]
• An Overview of the Endless Battle between Virus Writers and Detectors: How Compilers Can Be Used as an Evasion TechniqueMichele Ianni, Elio Masciari, Domenico Saccà. 203-208 [doi]
• A Conceptual Framework for Data Governance in IoT-enabled Digital IS EcosystemsAvirup Dasgupta, Asif Gill, Farookh Khadeer Hussain. 209-216 [doi]
• Detection of e-Commerce Anomalies using LSTM-recurrent Neural NetworksMerih Bozbura, Hunkar C. Tunc, Miray Endican Kusak, Cemal Okan Sakar. 217-224 [doi]
• An Unsupervised Drift Detector for Online Imbalanced Evolving StreamsD. Himaja, T. Maruthi Padmaja, P. Radha Krishna. 225-232 [doi]
• Approaches to Identify Relevant Process Variables in Injection Moulding using Beta Regression and SVMShailesh Tripathi, Sonja Strasser, Christian Mittermayr, Matthias Dehmer, Herbert Jodlbauer. 233-242 [doi]
• Database Performance Comparisons: An Inspection of FairnessUwe Hohenstein, Martin Jergler. 243-250 [doi]
• A Data Mining Study on Pressure UlcersFrancisco Mota, Nuno Abreu, Tiago Guimarães, Manuel Filipe Santos. 251-258 [doi]
• A Parallel Bit-map based Framework for Classification AlgorithmsAmila De Silva, Shehan Perera. 259-266 [doi]
• Ensemble Learning based on Regressor Chains: A Case on Quality PredictionKenan Cem Demirel, Ahmet Sahin, Erinç Albey. 267-274 [doi]
• Effective Training Methods for Automatic Musical Genre ClassificationEren Atsiz, Erinç Albey, Enis Kayis. 275-280 [doi]
• Assessing Technology Readiness for Artificial Intelligence and Machine Learning based InnovationsTobias Eljasik-Swoboda, Christian Rathgeber, Rainer Hasenauer. 281-288 [doi]
• Empowered by Innovation: Unravelling Determinants of Idea Implementation in Open Innovation PlatformsFrederik Situmeang, Rob Loke, Nelleke de Boer, Danielle de Boer. 289-295 [doi]
• Classification of Alzheimer's Disease using Machine Learning TechniquesMuhammad Shahbaz, Shahzad Ali, Aziz Guergachi, Aneeta Niazi, Amina Umer. 296-303 [doi]
• Application of Data Stream Processing Technologies in Industry 4.0: What is Missing?Guenter Hesse, Werner Sinzig, Christoph Matthies, Matthias Uflacker. 304-310 [doi]
• Road Operations Orchestration Enhanced with Long-short-term Memory and Machine Learning (Position Paper)Fuji Foo, Poh Ju Peng, Robert Kuo-Chung Lin, Wenwey Hseush. 311-316 [doi]
• A Reference Model for Product Data Profiling in Retail ERP SystemsRolf Krieger, Christian Schorr. 317-324 [doi]
• Machine Learning Approach for National Innovation Performance Data AnalysisDominik Forner, Sercan Ozcan, David Bacon. 325-331 [doi]
• On Bayes Factors for Success Rate A/B TestingMaciej Skorski. 332-339 [doi]
• Less (Data) Is More: Why Small Data Holds the Key to the Future of Artificial IntelligenceCiro Greco, Andrea Polonioli, Jacopo Tagliabue. 340-347 [doi]
• Semi-Structured Data Model for Big Data (SS-DMBD)Shady Hamouda, Zurinahni Zainol. 348-356 [doi]
• Scaling Big Data Applications in Smart City with CoresetsLe Hong Trang, Hind Bangui, Mouzhi Ge, Barbora Buhnova. 357-363 [doi]
• Development of Spatial Quality Control Method for Temperature Observation Data using Cluster AnalysisYunha Kim, Nooree Min, Hannah Lee, Mi-Lim Ou, Sanghyeon Jeon, Myung-jin Hyun. 364-368 [doi]
• The Quest for the Appropriate Cyber-threat Intelligence Sharing PlatformThanasis Chantzios, Paris Koloveas, Spiros Skiadopoulos, Nicholas Kolokotronis, Christos Tryfonopoulos, Vasiliki-Georgia Bilali, Dimitris Kavallieros. 369-376 [doi]
• Data Quality in Secondary Data Analysis: A Case Study of Ecological Data using a Semiotic-based ApproachMila Kwiatkowska, Frank A. Pouw. 377-384 [doi]
• Sentiment Analysis of German Emails: A Comparison of Two ApproachesBernd Markscheffel, Markus Haberzettl. 385-391 [doi]
• Data Analytics for Smart Manufacturing: A Case StudyNadeem Iftikhar, Thorkil Baattrup-Andersen, Finn Ebertsen Nordbjerg, Eugen Bobolea, Paul-Bogdan Radu. 392-399 [doi]
• Trading Memory versus Workload Overhead in Graph Pattern Matching on Multiprocessor SystemsAlexander Krause, Frank Ebner, Dirk Habich, Wolfgang Lehner. 400-407 [doi]
• A Comparative Study for the Selection of Machine Learning Algorithms based on Descriptive ParametersChettan Kumar, Martin Käppel, Nicolai Schützenmeier, Philipp Eisenhuth, Stefan Jablonski. 408-415 [doi]
• LOS/NLOS Wireless Channel Identification based on Data Mining of UWB SignalsGianluca Moro, Roberto Pasolini, Davide Dardari. 416-425 [doi]
• Pipelined Implementation of a Parallel Streaming Method for Time Series Correlation Discovery on Sliding WindowsBoyan Kolev, Reza Akbarinia, Ricardo Jiménez-Peris, Oleksandra Levchenko, Florent Masseglia, Marta Patiño-Martínez, Patrick Valduriez. 431-436 [doi]
• GPU Acceleration of PySpark using RAPIDS AIAbdallah Aguerzame, Benoit Pelletier, François Waeselynck. 437-442 [doi]
• Using a Skip-gram Architecture for Model Contextualization in CARSDimitris Poulopoulos, Athina Kalampogia. 443-446 [doi]
• Recovery in CloudDBAppliance's High-availability MiddlewareHugo Abreu, Luis Ferreira, Fábio Coelho, Ana Nunes Alonso, José Pereira 0001. 447-453 [doi]
• Fast and Streaming Analytics in ATM Cash ManagementTerpsichori Helen Velivassaki, Panagiotis Athanasoulis. 454-458 [doi]
• Implementing Value-at-Risk and Expected Shortfall for Real Time Risk MonitoringPetra Ristau. 459-464 [doi]
• Parallel Efficient Data LoadingRicardo Jiménez-Peris, Francisco J. Ballesteros, Ainhoa Azqueta-Alzúaz, Pavlos Kranas, Diego Burgos, Patricio Martínez. 465-469 [doi]
• Dynamic Data Streaming for an ApplianceMarta Patiño-Martínez, Ainhoa Azqueta-Alzúaz. 470-477 [doi]