Table of Contents

• The Two PillarsRobert Pergl. 5-21
• Digitalization: A Meeting Point of Knowledge Management and Enterprise EngineeringEduard Babkin, Tanja Poletaeva, Boris Ulitin. 22-36
• Kandinsky PatternsHeimo Müller. 37
• The Revolution of Telcom via Small SatellitesKayyali Mohamed. 39
• Application of Mixtures of Gaussians for Tracking Clusters in Spatio-temporal DataBenjamin Ertl, Jörg Meyer, Achim Streit, Matthias Schneider. 45-54 [doi]
• Unsupervised Evaluation of Human Translation QualityYi Zhou, Danushka Bollegala. 55-64 [doi]
• Past-future Mutual Information Estimation in Sparse Information ConditionsYuval Shalev, Irad Ben-Gal. 65-71 [doi]
• Detecting Aberrant Linking Behavior in Directed NetworksDorit S. Hochbaum, Quico Spaen, Mark Velednitsky. 72-82 [doi]
• Augmented Semantic Explanations for Collaborative Filtering RecommendationsMohammad Alshammari, Olfa Nasraoui. 83-88 [doi]
• Multi-Objective Optimization for Automated Business Process DiscoveryMohamed A. Ghazal, Samy Ghoniemy, Mostafa A. Salama. 89-104 [doi]
• A Supervised Multi-class Multi-label Word Embeddings Approach for Toxic Comment ClassificationSalvatore Carta, Andrea Corriga, Riccardo Mulas, Diego Reforgiato Recupero, Roberto Saia. 105-112 [doi]
• Active Learning and User Segmentation for the Cold-start Problem in Recommendation SystemsRabaa Alabdulrahman, Herna Viktor, Eric Paquet. 113-123 [doi]
• Detect the Unexpected: Novelty Detection in Large Astrophysical Surveys using Fisher VectorsMichael Rotman, Itamar Reis, Dovi Poznanski, Lior Wolf. 124-134 [doi]
• Chemical Named Entity Recognition with Deep Contextualized Neural EmbeddingsZainab Awan, Tim Kahlke, Peter J. Ralph, Paul J. Kennedy. 135-144 [doi]
• Model Driven Extraction of NoSQL Databases Schema: Case of MongoDBAmal Ait Brahim, Rabah Tighilt Ferhat, Gilles Zurfluh. 145-154 [doi]
• Vocab Learn: A Text Mining System to Assist Vocabulary LearningJingwen Wang, Changfeng Yu, Wenjing Yang, Jie Wang 0002. 155-162 [doi]
• Functional Annotation of Proteins using Domain Embedding based Sequence ClassificationBishnu Sarker, David W. Ritchie, Sabeur Aridhi. 163-170 [doi]
• The Added Value of OLAP Preferences in What-If ApplicationsMariana Carvalho, Orlando Belo. 171-180
• Enhancements for Sliding Window based Stream ClassificationEngin Maden, Pinar Karagoz. 181-189 [doi]
• Sports Analytics: Maximizing Precision in Predicting MLB Base HitsPedro Alceo, Roberto Henriques. 190-201 [doi]
• A Discretized Enriched Technique to Enhance Machine Learning Performance in Credit ScoringRoberto Saia, Salvatore Carta, Diego Reforgiato Recupero, Gianni Fenu, Marco Saia. 202-213 [doi]
• Modeling Concept Drift in the Context of Discrete Bayesian NetworksHatim Alsuwat, Emad Alsuwat, Marco Valtorta, John Rose, Csilla Farkas. 214-224 [doi]
• CupQ: A New Clinical Literature Search EngineJesse Wang, Henry A. Kautz. 225-232 [doi]
• Topological Approach for Finding Nearest Neighbor Sequence in Time SeriesPaolo Avogadro, Matteo Dominoni. 233-244 [doi]
• Data Preparation for Fuzzy Modelling using IntervalsArthur Yosef, Moti Schneider, Eli Shnaider, Amos Baranes, Rimona Palas. 247-257 [doi]
• Case Study on Model-based Application of Machine Learning using Small CAD Databases for Cost EstimationStefan Börzel, Jörg Frochte. 258-265 [doi]
• Effective Frequent Motif Discovery for Long Time Series Classification: A Study using PhonocardiogramHajar Al-Hujailan, Frans Coenen. 266-273 [doi]
• Sub-Sequence-Based Dynamic Time WarpingMohammed Alshehri, Frans Coenen, Keith Dures. 274-281 [doi]
• Towards Machine Comprehension of Arabic TextAhmad Eid, Nagwa M. El-Makky, Khaled Nagi. 282-288 [doi]
• Information Retrieval in a Concept Lattice by using Uncertain Logical GatesGuillaume Petiot. 289-296 [doi]
• Sustainable Development Goal Attainment Prediction: A Hierarchical Framework using Time Series ModellingYassir Alharbi, Daniel Arribas-Be, Frans Coenen. 297-304 [doi]
• Causal Learning to Discover Supply Chain VulnerabilityYing Zhao, Jacob Jones, Douglas J. MacKinnon. 305-309 [doi]
• An Efficient, Robust, and Customizable Information Extraction and Pre-processing Pipeline for Electronic Health RecordsEva K. Lee, Yuanbo Wang, Yuntian He, Brent M. Egan. 310-321 [doi]
• A Discretized Extended Feature Space (DEFS) Model to Improve the Anomaly Detection Performance in Network Intrusion Detection SystemsRoberto Saia, Salvatore Carta, Diego Reforgiato Recupero, Gianni Fenu, Madalina Stanciu. 322-329 [doi]
• A Methodological Framework for Dictionary and Rule-based Text ClassificationJennifer Abel, Birger Lantow. 330-337 [doi]
• Quality of Wikipedia Articles: Analyzing Features and Building a Ground Truth for Supervised ClassificationElias Bassani, Marco Viviani. 338-346 [doi]
• Comparison Method of Long-term Daily Life Considering the Manner of Spending a DayTakahiko Shintani, Tadashi Ohmori, Hideyuki Fujita. 347-354 [doi]
• Deep Learning Analysis for Big Remote Sensing Image ClassificationImen Chebbi, Nedra Mellouli, Myriam Lamolle, Imed Riadh Farah. 355-362 [doi]
• Social Tracks: Recommender System for Multiple Individuals using Social InfluenceLesly Alejandra Gonzalez Camacho, João Henrique Kersul Faria, Solange Nice Alves-Souza, Lucia Vilela Leite Filgueiras. 363-371 [doi]
• Multimodal Ranked Search over Integrated Repository of Radiology Data SourcesPriya Deshpande, Alexander Rasin, Fang Cao, Sriram Yarlagadda, Eli T. Brown, Jacob D. Furst, Daniela Stan Raicu. 372-383 [doi]
• Multivariate Time Series Forecasting with Deep Learning Proceedings in Energy ConsumptionNédra Mellouli, Mahdjouba Akerma, Minh Hoang, Denis Leducq, Anthony Delahaye. 384-391 [doi]
• Measuring Context Change to Detect Statements Violating the Overton WindowChristian Kahmann, Gerhard Heyer. 392-396 [doi]
• Comparison of Querying Performance of Neo4j on Graph and Hyper-graph Data ModelMert Erdemir, Furkan Goz, Alev Mutlu, Pinar Karagoz. 397-404 [doi]
• Visual Analysis of Architectural Heritage: The Interior Décor of the Domus of Roman TunisiaAida Hermi-Nasr, Najla Allani, Jean-Yves Blaise. 405-408 [doi]
• Discussion-skill Analytics with Acoustic, Linguistic and Psychophysiological DataKatashi Nagao, Kosuke Okamoto, Shimeng Peng, Shigeki Ohira. 409-418 [doi]
• User Experience-based Information Retrieval from Semistar Data OntologiesEdgars Rencis. 419-426 [doi]
• Evaluation of Couchbase, CouchDB and MongoDB using OSSpalAndré Calçada, Jorge Bernardino. 427-433 [doi]
• Data Mining Techniques for Early Detection of Breast CancerMaria Inês Cruz, Jorge Bernardino. 434-441 [doi]
• Text Mining in Hotel Reviews: Impact of Words Restriction in Text ClassificationDiogo Campos, Rodrigo Rocha Silva, Jorge Bernardino. 442-449 [doi]
• Sentiment Analysis of Web Trends for the Antisocial Behaviour DetectionKristína Machová, Ján Birka. 450-457 [doi]
• Deep Semantic Feature Detection from Multispectral Satellite ImagesHanen Balti, Nedra Mellouli, Imen Chebbi, Imed Riadh Farah, Myriam Lamolle. 458-466 [doi]
• Open Source Business Intelligence Tools: Metabase and RedashBruno Santos, Francisco Sério, Steven Abrantes, Filipe Sá, Jorge Loureiro, Cristina Wanzeler, Pedro Martins 0003. 467-474 [doi]
• Sentiment Analysis for Arabizi: Application to Algerian DialectAsma Chader, Dihia Lanasri, Leila Hamdad, Mohamed Chemes Eddine Belkheir, Wassim Hennoune. 475-482 [doi]
• Discovering the Geometry of Narratives and their Embedded StorylinesEduard Hoenkamp. 483-490 [doi]
• Preventing Failures by Predicting Students' Grades through an Analysis of Logged Data of Online InteractionsBruno Cabral, Álvaro Figueira. 491-499 [doi]
• Association and Temporality between News and TweetsVânia Moutinho, Pavel Brazdil, João Cordeiro. 500-507 [doi]
• CoSky: A Practical Method for Ranking Skylines in DatabasesHana Alouaoui, Lotfi Lakhal, Rosine Cicchetti, Alain Casali. 508-515 [doi]
• Process Profiling based Synthetic Event Log GenerationEren Esgin, Pinar Karagoz. 516-524 [doi]
• Comparison of Naïve Bayes, Support Vector Machine, Decision Trees and Random Forest on Sentiment AnalysisMárcio Guia, Rodrigo Rocha Silva, Jorge Bernardino. 525-531 [doi]
• Representational Capacity of Deep Neural Networks: A Computing StudyBernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh. 532-538 [doi]
• Things You Might Not Know about the k-Nearest Neighbors AlgorithmAleksandra Karpus, Marta Raczynska, Adam Przybylek. 539-547 [doi]
• Collaboration Spotting Cite: An Exploration System for the Bibliographic Information of Publications and PatentsAndré Rattinger, Jean-Marie Le Goff, Christian Guetl. 548-554 [doi]
• A New Temporal Recommendation System based on Users' Similarity PredictionNima Joorabloo, Mahdi Jalili, Yongli Ren. 555-560 [doi]
• Visualization Techniques for Network Analysis and Link Analysis AlgorithmsYing Zhao, Ralucca Gera, Quinn Halpin, Jesse Zhou. 561-568 [doi]