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ORCID24th ISMIS 2018: Limassol, Cyprus
- Michelangelo Ceci
, Nathalie Japkowicz, Jiming Liu, George A. Papadopoulos, Zbigniew W. Ras:
Foundations of Intelligent Systems - 24th International Symposium, ISMIS 2018, Limassol, Cyprus, October 29-31, 2018, Proceedings. Lecture Notes in Computer Science 11177, Springer 2018, ISBN 978-3-030-01850-4
Bioinformatics and Health Informatics
- Bartosz Pawel Piotrowski, Miron Bartosz Kursa:
Fully Automatic Classification of Flow Cytometry Data. 3-12 - Paolo Mignone, Gianvito Pio:
Positive Unlabeled Link Prediction via Transfer Learning for Gene Network Reconstruction. 13-23 - Mariusz Klec:
Early Detection of Heart Symptoms with Convolutional Neural Network and Scattering Wavelet Transformation. 24-31 - Rory A. Lewis, Chad A. Mello, Yanyan Zhuang, Martin K.-C. Yeh, Yu Yan, Dan Gopstein:
Rough Sets: Visually Discerning Neurological Functionality During Thought Processes. 32-41
Graph Mining
- Jocelyn Bernard, Hamida Seba:
Solving the Maximal Clique Problem on Compressed Graphs. 45-55 - Stephan Doerfel, Tom Hanika, Gerd Stumme:
Clones in Graphs. 56-66 - Eric Sternberg, Martin Atzmueller:
Knowledge-Based Mining of Exceptional Patterns in Logistics Data: Approaches and Experiences in an Industry 4.0 Context. 67-77 - Rihab Ayed, Mohand-Saïd Hacid, Rafiqul Haque, Abderrazek Jemai:
An Intra-algorithm Comparison Study of Complete Search FSM Implementations in Centralized Graph Transaction Databases. 78-88 - Kazumi Saito, Kouzou Ohara, Masahiro Kimura, Hiroshi Motoda:
Critical Link Identification Based on Bridge Detection for Network with Uncertain Connectivity. 89-99
Image Analysis
- Elitsa Popova, Athanasios Athanasopoulos, Efraim Ie, Nikolaos Christou, Ndifreke Nyah:
Deep Neural Networks for Face Recognition: Pairwise Optimisation. 103-110 - Jan Gonera, Krzysztof Szklanny, Marcin Wichrowski, Alicja Wieczorkowska:
Mobile Application with Image Recognition for Persons with Aphasia. 111-119 - Berardina De Carolis, Nicola Macchiarulo, Giuseppe Palestra:
A Comparative Study on Soft Biometric Approaches to Be Used in Retail Stores. 120-129 - Camilo Salguero, Sandra P. Mosquera, Andrés Felipe Barco, Élise Vareilles:
Low Cost Intelligent System for the 2D Biomechanical Analysis of Road Cyclists. 130-138
Intelligent Systems
- José Manuel Rodríguez-Jiménez:
An Approach for the Police Districting Problem Using Artificial Intelligence. 141-150 - Justin Sunu, Allon G. Percus, Blake Hunter:
Unsupervised Vehicle Recognition Using Incremental Reseeding of Acoustic Signatures. 151-160 - Claudia Diamantini, Domenico Potena, Emanuele Storti:
A Big Data Framework for Analysis of Traffic Data in Italian Highways. 161-168 - Stefano Guarino, Fabio Leuzzi, Flavio Lombardi, Enrico Mastrostefano:
Traffic Data Classification for Police Activity. 169-178 - Ayman Hajja, Griffin P. Hiers, Pierre Arbajian, Zbigniew W. Ras, Alicja A. Wieczorkowska:
Multipurpose Web-Platform for Labeling Audio Segments Efficiently and Effectively. 179-188 - Antonio Lieto, Gian Luca Pozzato:
A Description Logic of Typicality for Conceptual Combination. 189-199
Mining Complex Patterns
- Yang Liu, Guohua Dong, Zhonglei Gu:
Sparse Multi-label Bilinear Embedding on Stiefel Manifolds. 203-213 - Tiantian He, Keith C. C. Chan:
Learning Latent Factors in Linked Multi-modality Data. 214-224 - Zhizhi Yu, Bo Yang:
Researcher Name Disambiguation: Feature Learning and Affinity Propagation Clustering. 225-235 - Ilari Kampman, Tapio Elomaa:
Hierarchical Clustering of High-Dimensional Data Without Global Dimensionality Reduction. 236-246 - Yiqun Zhang, Yiu-ming Cheung:
Exploiting Order Information Embedded in Ordered Categories for Ordinal Data Clustering. 247-257 - Marjana Prifti Skenduli, Marenglen Biba, Corrado Loglisci, Michelangelo Ceci, Donato Malerba:
User-Emotion Detection Through Sentence-Based Classification Using Deep Learning: A Case-Study with Microblogs in Albanian. 258-267 - Ye Zhang, Libin Yang, Xiaoyan Cai, Hang Dai:
A Novel Personalized Citation Recommendation Approach Based on GAN. 268-278
Novelty Detection and Class Imbalance
- Nicola Di Mauro, Stefano Ferilli:
Unsupervised LSTMs-based Learning for Anomaly Detection in Highway Traffic Data. 281-290 - Olubukola M. Olaitan, Herna L. Viktor:
SCUT-DS: Learning from Multi-class Imbalanced Canadian Weather Data. 291-301 - Toni Mancini, Federico Mari, Igor Melatti, Ivano Salvo, Enrico Tronci:
An Efficient Algorithm for Network Vulnerability Analysis Under Malicious Attacks. 302-312
Social Data Analysis
- Brigitte Juanals, Jean-Luc Minel:
An Instrumented Methodology to Analyze and Categorize Information Flows on Twitter Using NLP and Deep Learning: A Use Case on Air Quality. 315-322 - Ashiqur R. KhudaBukhsh, Jong Woo Hong, Jaime G. Carbonell:
Market-Aware Proactive Skill Posting. 323-332 - Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre:
Evidential Multi-relational Link Prediction Based on Social Content. 333-343
Spatio-temporal Analysis
- Giuseppe Manco, Giuseppe Pirrò, Ettore Ritacco:
Predicting Temporal Activation Patterns via Recurrent Neural Networks. 347-356 - Annalisa Appice, Antonietta Lanza, Donato Malerba:
Handling Multi-scale Data via Multi-target Learning for Wind Speed Forecasting. 357-366 - Luca Anselma, Alessandro Mazzei, Luca Piovesan, Paolo Terenziani:
Temporal Reasoning with Layered Preferences. 367-376
Granular and Soft Clustering
- Jing Xiong, Hong Yu:
An Adaptive Three-Way Clustering Algorithm for Mixed-Type Data. 379-388 - Hong Shi, Qiang Liu, Pingxin Wang:
Three-Way Spectral Clustering. 389-398 - Ruisi Ren, Ling Wei:
The Granular Structures in Formal Concept Analysis. 399-408 - Andrzej W. Przybyszewski:
Fuzzy RST and RST Rules Can Predict Effects of Different Therapies in Parkinson's Disease Patients. 409-416 - Katarzyna A. Tarnowska, Zbigniew W. Ras:
From Knowledge Discovery to Customer Attrition. 417-425 - Sonal Kaulkar, Lavanya Vinodh, Pamela Thompson:
Initial Analysis of Multivariate Factors for Prediction of Shark Presence and Attacks on the Coast of North Carolina. 426-435
Topic Modelling and Opinion Mining
- Nelda Kote, Marenglen Biba, Evis Trandafili:
An Experimental Evaluation of Algorithms for Opinion Mining in Multi-domain Corpus in Albanian. 439-447 - Takahiro Baba, Kensuke Baba, Daisuke Ikeda:
Predicting Author's Native Language Using Abstracts of Scholarly Papers. 448-453 - Andrew T. Hendrickson, Jason Wang, Martin Atzmueller:
Identifying Exceptional Descriptions of People Using Topic Modeling and Subgroup Discovery. 454-462
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