| 2019 | A Community Detection Approach for Smart-Phone Addiction Recognition. Fabio Cozzolino, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì |
| 2019 | A Comparative Study for the Selection of Machine Learning Algorithms based on Descriptive Parameters. Chettan Kumar, Martin Käppel, Nicolai Schützenmeier, Philipp Eisenhuth, Stefan Jablonski |
| 2019 | A Conceptual Framework for Data Governance in IoT-enabled Digital IS Ecosystems. Avirup Dasgupta, Asif Gill, Farookh Khadeer Hussain |
| 2019 | A Data Mining Study on Pressure Ulcers. Francisco Mota, Nuno Abreu, Tiago Guimarães, Manuel Filipe Santos |
| 2019 | A Graded Concept of an Information Model for Evaluating Performance in Team Handball. Friedemann Schwenkreis |
| 2019 | A Parallel Bit-map based Framework for Classification Algorithms. Amila De Silva, Shehan Perera |
| 2019 | A Reference Model for Product Data Profiling in Retail ERP Systems. Rolf Krieger, Christian Schorr |
| 2019 | An Evaluation of Big Data Architectures. Valerie Garises, José G. Quenum |
| 2019 | An Overview of the Endless Battle between Virus Writers and Detectors: How Compilers Can Be Used as an Evasion Technique. Michele Ianni, Elio Masciari, Domenico Saccà |
| 2019 | An Unsupervised Drift Detector for Online Imbalanced Evolving Streams. D. Himaja, T. Maruthi Padmaja, P. Radha Krishna |
| 2019 | Application of Data Stream Processing Technologies in Industry 4.0: What is Missing? Guenter Hesse, Werner Sinzig, Christoph Matthies, Matthias Uflacker |
| 2019 | Approaches to Identify Relevant Process Variables in Injection Moulding using Beta Regression and SVM. Shailesh Tripathi, Sonja Strasser, Christian Mittermayr, Matthias Dehmer, Herbert Jodlbauer |
| 2019 | Assessing Technology Readiness for Artificial Intelligence and Machine Learning based Innovations. Tobias Eljasik-Swoboda, Christian Rathgeber, Rainer Hasenauer |
| 2019 | BIpm: Combining BI and Process Mining. Mohammad Reza Harati Nik, Wil M. P. van der Aalst, Mohammadreza Fani Sani |
| 2019 | Case Study of Anomaly Detection and Quality Control of Energy Efficiency and Hygrothermal Comfort in Buildings. Carlos Eiras-Franco, Miguel Flores, Verónica Bolón-Canedo, Sonia Zaragoza, Rubén Fernández-Casal, Salvador Naya, Javier Tarrío-Saavedra |
| 2019 | Classification of Alzheimer's Disease using Machine Learning Techniques. Muhammad Shahbaz, Shahzad Ali, Aziz Guergachi, Aneeta Niazi, Amina Umer |
| 2019 | Comparative Analysis of Store Clustering Techniques in the Retail Industry. Kanika Agarwal, Prateek Jain, Mamta A. Rajnayak |
| 2019 | Creating Triggers with Trigger-By-Example in Graph Databases. Kornelije Rabuzin, Martina Sestak |
| 2019 | Data Analytics for Smart Manufacturing: A Case Study. Nadeem Iftikhar, Thorkil Baattrup-Andersen, Finn Ebertsen Nordbjerg, Eugen Bobolea, Paul-Bogdan Radu |
| 2019 | Data Mining using Morlet Wavelets for Financial Time Series. Reginald Bolman, Thomas Boucher |
| 2019 | Data Quality in Secondary Data Analysis: A Case Study of Ecological Data using a Semiotic-based Approach. Mila Kwiatkowska, Frank A. Pouw |
| 2019 | Database Performance Comparisons: An Inspection of Fairness. Uwe Hohenstein, Martin Jergler |
| 2019 | Detection of e-Commerce Anomalies using LSTM-recurrent Neural Networks. Merih Bozbura, Hünkar Can Tunç, Miray Endican Kusak, Cemal Okan Sakar |
| 2019 | Development of Spatial Quality Control Method for Temperature Observation Data using Cluster Analysis. Yunha Kim, Nooree Min, Hannah Lee, Mi-Lim Ou, Sanghyeon Jeon, Myung-jin Hyun |
| 2019 | Distributed and Scalable Platform for Collaborative Analysis of Massive Time Series Data Sets. Eduardo Duarte, Diogo Gomes, David Campos, Rui L. Aguiar |
| 2019 | Dynamic Data Streaming for an Appliance. Marta Patiño, Ainhoa Azqueta-Alzúaz |
| 2019 | Effective Training Methods for Automatic Musical Genre Classification. Eren Atsiz, Erinç Albey, Enis Kayis |
| 2019 | Empowered by Innovation: Unravelling Determinants of Idea Implementation in Open Innovation Platforms. Frederik Situmeang, Rob E. Loke, Nelleke de Boer, Danielle de Boer |
| 2019 | Ensemble Learning based on Regressor Chains: A Case on Quality Prediction. Kenan Cem Demirel, Ahmet Sahin, Erinç Albey |
| 2019 | Exploring Robustness in a Combined Feature Selection Approach. Alexander Wurl, Andreas A. Falkner, Alois Haselböck, Alexandra Mazak, Peter Filzmoser |
| 2019 | FOCA: A System for Classification, Digitalization and Information Retrieval of Trial Balance Documents. Gokce Aydugan Baydar, Seçil Arslan |
| 2019 | Farm Detection based on Deep Convolutional Neural Nets and Semi-supervised Green Texture Detection using VIS-NIR Satellite Image. Sara Sharifzadeh, Jagati Tata, Bo Tan |
| 2019 | Fast and Streaming Analytics in ATM Cash Management. Terpsichori Helen Velivassaki, Panagiotis Athanasoulis |
| 2019 | GPU Acceleration of PySpark using RAPIDS AI. Abdallah Aguerzame, Benoit Pelletier, François Waeselynck |
| 2019 | How to Boost Customer Relationship Management via Web Mining Benefiting from the Glass Customer's Openness. Frederik Simon Bäumer, Bianca Buff |
| 2019 | Implementing Value-at-Risk and Expected Shortfall for Real Time Risk Monitoring. Petra Ristau |
| 2019 | Improving Indoor Positioning via Machine Learning. Aigerim Mussina, Sanzhar Aubakirov |
| 2019 | International Roaming Traffic Optimization with Call Quality. Ahmet Sahin, Kenan Cem Demirel, Erinç Albey, Gonca Gürsun |
| 2019 | LOS/NLOS Wireless Channel Identification based on Data Mining of UWB Signals. Gianluca Moro, Roberto Pasolini, Davide Dardari |
| 2019 | Less (Data) Is More: Why Small Data Holds the Key to the Future of Artificial Intelligence. Ciro Greco, Andrea Polonioli, Jacopo Tagliabue |
| 2019 | Machine Learning Approach for National Innovation Performance Data Analysis. Dominik Forner, Sercan Ozcan, David Bacon |
| 2019 | Manifold Learning to Identify Consumer Profiles in Real Consumption Data. Diego Perez, Marta Rivera-Alba, Alberto Sanchez-Carralero |
| 2019 | On Bayes Factors for Success Rate A/B Testing. Maciej Skorski |
| 2019 | Overcoming the Drawbacks of Traditional Process Management Software. Manfred Reichert |
| 2019 | Parallel Efficient Data Loading. Ricardo Jiménez-Peris, Francisco J. Ballesteros, Ainhoa Azqueta-Alzúaz, Pavlos Kranas, Diego Burgos, Patricio Martínez |
| 2019 | Pipelined Implementation of a Parallel Streaming Method for Time Series Correlation Discovery on Sliding Windows. Boyan Kolev, Reza Akbarinia, Ricardo Jiménez-Peris, Oleksandra Levchenko, Florent Masseglia, Marta Patiño, Patrick Valduriez |
| 2019 | Predicting Depression Tendency based on Image, Text and Behavior Data from Instagram. Yu-Ching Huang, Chieh-Feng Chiang, Arbee L. P. Chen |
| 2019 | Proceedings of the 8th International Conference on Data Science, Technology and Applications, DATA 2019, Prague, Czech Republic, July 26-28, 2019. Slimane Hammoudi, Christoph Quix, Jorge Bernardino |
| 2019 | Productivity and Impact Analysis of a Research and Technology Development Center using Google Scholar Information. Eric Garcia-Cano, Eugenio López-Ortega, Luis Alvarez-Icaza |
| 2019 | Recovery in CloudDBAppliance's High-availability Middleware. Hugo Abreu, Luis Meruje Ferreira, Fábio Coelho, Ana Nunes Alonso, José Pereira |
| 2019 | Research on Parallel Incremental Association Rule Algorithm based on Data Stream. Zheng Hua, Tao Du, Shouning Qu, Tao Mi |
| 2019 | 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 |
| 2019 | Scaling Big Data Applications in Smart City with Coresets. Le Hong Trang, Hind Bangui, Mouzhi Ge, Barbora Buhnova |
| 2019 | Security Issues of Scientific based Big Data Circulation Analysis. Anastasia Andreasyan, Artem Balyakin, Marina Nurbina, Alina Mukhamedzhanova |
| 2019 | Semi-Structured Data Model for Big Data (SS-DMBD). Shady Hamouda, Zurinahni Zainol |
| 2019 | Sentiment Analysis of German Emails: A Comparison of Two Approaches. Bernd Markscheffel, Markus Haberzettl |
| 2019 | The Evolution of Search Over Structured Data: From SQL to Natural Language. Georgia Koutrika |
| 2019 | The Quest for the Appropriate Cyber-threat Intelligence Sharing Platform. Thanasis Chantzios, Paris Koloveas, Spiros Skiadopoulos, Nicholas Kolokotronis, Christos Tryfonopoulos, Vasiliki-Georgia Bilali, Dimitris Kavallieros |
| 2019 | Trading Memory versus Workload Overhead in Graph Pattern Matching on Multiprocessor Systems. Alexander Krause, Frank Ebner, Dirk Habich, Wolfgang Lehner |
| 2019 | Using Topic Specific Features for Argument Stance Recognition. Tobias Eljasik-Swoboda, Felix Engel, Matthias L. Hemmje |
| 2019 | Using a Skip-gram Architecture for Model Contextualization in CARS. Dimitris Poulopoulos, Athina Kalampogia |
| 2019 | XAI: A Middleware for Scalable AI. Abdallah Salama, Alexander Linke, Igor Pessoa Rocha, Carsten Binnig |