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ORCID29th DEXA 2018: Regensburg, Germany - Part II
- Sven Hartmann, Hui Ma, Abdelkader Hameurlain, Günther Pernul, Roland R. Wagner:
Database and Expert Systems Applications - 29th International Conference, DEXA 2018, Regensburg, Germany, September 3-6, 2018, Proceedings, Part II. Lecture Notes in Computer Science 11030, Springer 2018, ISBN 978-3-319-98811-5
Information Retrieval
- Manoj K. Agarwal, Jitendra Singh:
Template Trees: Extracting Actionable Information from Machine Generated Emails. 3-18 - Sahar Behzadi, Mahmoud Abdelmottaleb Ibrahim, Claudia Plant:
Parameter Free Mixed-Type Density-Based Clustering. 19-34 - Mingding Liao, Xiaofeng Gao, Xuezheng Peng, Guihai Chen
:
CROP: An Efficient Cross-Platform Event Popularity Prediction Model for Online Media. 35-49 - Jan Sedmidubský, Pavel Zezula:
Probabilistic Classification of Skeleton Sequences. 50-65
Uncertain Information
- Soumaya Moussa, Saoussen Bel Hadj Kacem:
A Fuzzy Unified Framework for Imprecise Knowledge. 69-83 - Yasemin Asan Kalaz, Rajeev Raman:
Frequent Itemset Mining on Correlated Probabilistic Databases. 84-98 - Romila Pradhan, Walid G. Aref, Sunil Prabhakar:
Leveraging Data Relationships to Resolve Conflicts from Disparate Data Sources. 99-115
Data Warehouses and Recommender Systems
- Deepika Prakash:
Direct Conversion of Early Information to Multi-dimensional Model. 119-126 - Elsa Negre, Franck Ravat, Olivier Teste:
OLAP Queries Context-Aware Recommender System. 127-137 - Suzanne McCarthy, Andrew McCarren, Mark Roantree:
Combining Web and Enterprise Data for Lightweight Data Mart Construction. 138-146 - Maria Stratigi, Haridimos Kondylakis, Kostas Stefanidis:
FairGRecs: Fair Group Recommendations by Exploiting Personal Health Information. 147-155
Data Streams
- Marietheres Dietz, Günther Pernul:
Big Log Data Stream Processing: Adapting an Anomaly Detection Technique. 159-166 - Yu Suzuki, Satoshi Nakamura:
Information Filtering Method for Twitter Streaming Data Using Human-in-the-Loop Machine Learning. 167-175 - Jun Liu, Xiaoyong Li, Kaijun Ren, Junqiang Song, Zongshuo Zhang:
Parallel n-of-N Skyline Queries over Uncertain Data Streams. 176-184 - Raid Lafta, Ji Zhang, Xiaohui Tao, Jerry Chun-Wei Lin, Fulong Chen, Yonglong Luo, Xiaoyao Zheng:
A Recommender System with Advanced Time Series Medical Data Analysis for Diabetes Patients in a Telehealth Environment. 185-192
Information Networks and Algorithms
- Jianhua Lu, Ningyun Lu, Sipei Ma, Baili Zhang:
Edit Distance Based Similarity Search of Heterogeneous Information Networks. 195-202 - Yuri Itotani, Shin'ichi Wakabayashi, Shinobu Nagayama, Masato Inagi:
An Approximate Nearest Neighbor Search Algorithm Using Distance-Based Hashing. 203-213 - Kenta Sugano, Toshiyuki Amagasa, Hiroyuki Kitagawa:
Approximate Set Similarity Join Using Many-Core Processors. 214-222 - Xin Wang, Yang Xu:
Mining Graph Pattern Association Rules. 223-235
Database System Architecture and Performance
- Djahida Belayadi, Khaled-Walid Hidouci, Ladjel Bellatreche, Carlos Ordonez:
Cost Effective Load-Balancing Approach for Range-Partitioned Main-Memory Resident Data. 239-249 - Ahmed I. A. Al-Ghezi, Lena Wiese:
Adaptive Workload-Based Partitioning and Replication for RDF Graphs. 250-258 - Yenier Torres Izquierdo, Grettel M. García, Elisa S. Menendez, Marco A. Casanova, Frederic Dartayre, Carlos Henrique Levy:
QUIOW: A Keyword-Based Query Processing Tool for RDF Datasets and Relational Databases. 259-269 - Stefan Brass, Mario Wenzel:
An Abstract Machine for Push Bottom-Up Evaluation of Datalog. 270-280
Novel Database Solutions
- Pedro H. B. Siqueira, Paulo H. Oliveira, Marcos V. N. Bedo, Daniel S. Kaster:
What Lies Beyond Structured Data? A Comparison Study for Metric Data Storage. 283-291 - Alifah Syamsiyah, Boudewijn F. van Dongen, Remco M. Dijkman:
A Native Operator for Process Discovery. 292-300 - Maciej Jurga, Wojciech Macyna:
Implementation of the Aggregated R-Tree for Phase Change Memory. 301-309 - Boming Luo, Yuto Hayamizu, Kazuo Goda, Masaru Kitsuregawa:
Modeling Query Energy Costs in Analytical Database Systems with Processor Speed Scaling. 310-317
Graph Querying and Databases
- Tariq Abughofa, Farhana H. Zulkernine:
Sprouter: Dynamic Graph Processing over Data Streams at Scale. 321-328 - Kazunori Sugawara, Nobutaka Suzuki:
A Hybrid Approach of Subgraph Isomorphism and Graph Simulation for Graph Pattern Matching. 329-338 - Carlos Ordonez, Predrag T. Tosic:
Time Complexity and Parallel Speedup of Relational Queries to Solve Graph Problems. 339-349 - Youmna A. Megid, Neamat El-Tazi, Aly A. Fahmy:
Using Functional Dependencies in Conversion of Relational Databases to Graph Databases. 350-357
Learning
- Zhenhua Huang, Guangxu Shan, Jiujun Cheng, Juan Ni:
A Two-Level Attentive Pooling Based Hybrid Network for Question Answer Matching Task. 361-368 - Ilef Ben Slima, Amel Borgi:
Features' Associations in Fuzzy Ensemble Classifiers. 369-377 - Ricardo Baeza-Yates, Alfredo Cuzzocrea, Domenico Crea, Giovanni Lo Bianco:
Learning Ranking Functions by Genetic Programming Revisited. 378-386 - Ashish Dandekar, Remmy A. M. Zen, Stéphane Bressan:
A Comparative Study of Synthetic Dataset Generation Techniques. 387-395
Emerging Applications
- Aniekan Essien, Ilias Petrounias, Pedro Sampaio, Sandra Sampaio:
The Impact of Rainfall and Temperature on Peak and Off-Peak Urban Traffic. 399-407 - Carl Duffy, Deepak P, Cheng Long, M. Satish Kumar, Amit Thorat, Amaresh Dubey:
Fast Identification of Interesting Spatial Regions with Applications in Human Development Research. 408-416 - Kasper Apajalahti:
Creating Time Series-Based Metadata for Semantic IoT Web Services. 417-427 - Qingchun Bai, Qinmin Hu, Faming Fang, Liang He:
Topic Detection with Danmaku: A Time-Sync Joint NMF Approach. 428-435
Data Mining
- Hongzuo Xu, Yongjun Wang, Zhiyue Wu, Xingkong Ma, Zhiquan Qin:
Combine Value Clustering and Weighted Value Coupling Learning for Outlier Detection in Categorical Data. 439-449 - Philippe Fournier-Viger, Yimin Zhang, Jerry Chun-Wei Lin, Hamido Fujita, Yun Sing Koh:
Mining Local High Utility Itemsets. 450-460 - Acquah Hackman, Yu Huang, Vincent S. Tseng:
Mining Trending High Utility Itemsets from Temporal Transaction Databases. 461-470 - Liqiang Wang, Ziyu Guo, Yafang Wang, Zeyuan Cui, Shijun Liu, Gerard de Melo:
Social Media vs. News Media: Analyzing Real-World Events from Different Perspectives. 471-479
Privacy
- Ashish Dandekar, Debabrota Basu, Stéphane Bressan:
Differential Privacy for Regularised Linear Regression. 483-491 - Jerry Chun-Wei Lin, Yuyu Zhang, Philippe Fournier-Viger, Youcef Djenouri, Ji Zhang:
A Metaheuristic Algorithm for Hiding Sensitive Itemsets. 492-498
Text Processing
- Yihong Zhang, Yongrui Qin, Longkun Guo:
Constructing Multiple Domain Taxonomy for Text Processing Tasks. 501-509 - Belhaj Rhouma Sourour, Chiraz Latiri, Catherine Berrut:
Combining Bilingual Lexicons Extracted from Comparable Corpora: The Complementary Approach Between Word Embedding and Text Mining. 510-518
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