Table of Contents

• Interpretable models from distributed data via merging of decision treesArtur Andrzejak, Felix Langner, Silvestre Zabala. 1-9 [doi]
• Regularization and improved interpretation of linear data mappings and adaptive distance measuresMarc Strickert, Barbara Hammer, Thomas Villmann, Michael Biehl. 10-17 [doi]
• Quantitative Measurements of model interpretability for the analysis of spectral dataAndreas Backhaus, Udo Seiffert. 18-25 [doi]
• Automated selection of interaction effects in sparse kernel methods to predict pregnancy viabilityVanya Van Belle, Paulo Lisboa. 26-31 [doi]
• Interpreting individual classifications of hierarchical networksWill Landecker, Michael D. Thomure, Luís M. A. Bettencourt, Melanie Mitchell, Garrett T. Kenyon, Steven P. Brumby. 32-38 [doi]
• Kernel spectral clustering for predicting maintenance of industrial machinesRocco Langone, Carlos Alzate, Bart De Ketelaere, Johan A. K. Suykens. 39-45 [doi]
• Machine learning of engineering diagnostic knowledge from unstructured verbatim text descriptionsYinghao Huang, Yi Lu Murphey, Yao Ge. 46-52 [doi]
• A novel fuzzy classification to enhance software regression testingZhiwei Xu, Yi Liu, Kehan Gao. 53-58 [doi]
• Ready-to-use activity recognition for smartphonesPekka Siirtola, Juha Röning. 59-64 [doi]
• How to extract meaningful shapes from noisy time-series subsequences?Yanfei Kang, Kate Smith-Miles, Danijel Belusic. 65-72 [doi]
• Discovery of topological relations for spatial Activity RecognitionKevin Bouchard, Abdenour Bouzouane, Bruno Bouchard. 73-80 [doi]
• Spatio-temporal event detection using probabilistic graphical models (PGMs)Azadeh Mousavi, Matt Duckham, Kotagiri Ramamohanarao, Abbas Rajabifard. 81-88 [doi]
• Combining Semi-Supervised and active learning for hyperspectral image classificationMingzhi Li, Rui Wang, Ke Tang. 89-94 [doi]
• Detecting abnormal ozone levels using PCA-based GLR hypothesis testingFouzi Harrou, Mohamed N. Nounou, Hazem N. Nounou. 95-102 [doi]
• Business models enhancement through discovery of rolesAndrea Burattin, Alessandro Sperduti, Marco Veluscek. 103-110 [doi]
• Discovering signature patterns from event logsR. P. Jagadeesh Chandra Bose, Wil M. P. van der Aalst. 111-118 [doi]
• A principled approach to mining from noisy logs using Heuristics MinerPhil Weber, Behzad Bordbar, Peter Tino. 119-126 [doi]
• Wanna improve process mining results?Jagadeesh Chandra J. C. Bose, R. S. Mans, Wil M. P. van der Aalst. 127-134 [doi]
• A two-step fast algorithm for the automated discovery of declarative workflowsClaudio Di Ciccio, Massimo Mecella. 135-142 [doi]
• Supervised Novelty DetectionVilen Jumutc, Johan A. K. Suykens. 143-149 [doi]
• A hierarchy of independence assumptions for multi-relational Bayes net classifiersOliver Schulte, Bahareh Bina, Branden Crawford, D. Bingham, Yi Xiong. 150-159 [doi]
• Detecting pixel-value differencing steganography using Levenberg-Marquardt neural networkEl-Sayed M. El-Alfy. 160-165 [doi]
• Improving genetic programming classification for binary and multiclass datasetsNailah Al-Madi, Simone A. Ludwig. 166-173 [doi]
• Unsupervised multimodal VAD using sequential hierarchyR. Ahmad, Syed Paymaan Raza, H. Malik. 174-177 [doi]
• A semantic subspace learning method to exploit relevance feedback log data for image retrievalLining Zhang, Lipo Wang, Weisi Lin. 178-183 [doi]
• Web product ranking using opinion miningYin-Fu Huang, Heng Lin. 184-190 [doi]
• Transaction-based link strength prediction in a social networkHassan Khosravi, Ali Bozorgkhan, Oliver Schulte. 191-198 [doi]
• SAE: Social Adaptive Ensemble classifier for data streamsHeitor Murilo Gomes, Fabrício Enembreck. 199-206 [doi]
• Software cost estimation by classical and Fuzzy Analogy for Web Hypermedia Applications: A replicated studyAli Idri, Azeddine Zahi. 207-213 [doi]
• Predicting YouTube content popularity via Facebook data: A network spread model for optimizing multimedia deliveryDinuka Soysa, Denis Guangyin Chen, Oscar C. Au, Amine Bermak. 214-221 [doi]
• E-mail address categorization based on semantics of surnamesS. Veluru, Yogachandran Rahulamathavan, P. Viswanath, P. Longley, Muttukrishnan Rajarajan. 222-229 [doi]
• A Self-Organizing Time Map for time-to-event dataPeter Sarlin. 230-237 [doi]
• Interpretable magnification factors for topographic maps of high dimensional and structured dataNikolaos Gianniotis. 238-245 [doi]
• Automatic service composition using POMDP and provenance dataMahsa Naseri, Simone A. Ludwig. 246-253 [doi]
• A comprehensive benchmarking framework (CoBeFra) for conformance analysis between procedural process models and event logs in ProMSeppe K. L. M. vanden Broucke, Jochen De Weerdt, Jan Vanthienen, Bart Baesens. 254-261 [doi]
• Nonnegative matrix factorization and artificial immune based classification for fault diagnosis of diesel valve trainYongsheng Yang, Gang Li, Yongsheng Zhu, Youyun Zhang. 262-266 [doi]
• Automotive diagnosis typo correction using domain knowledge and machine learningYinghao Huang, Yi Lu Murphey, Yao Ge. 267-274 [doi]
• Revised online learning with kernels for classification and regressionGuoqi Li, Ning Ning, Kiruthika Ramanathan, Luping Shi. 275-279 [doi]
• A novel quantum cooperative co-evolutionary algorithm for large-scale minimum attribute reduction optimizationWeiping Ding, Quan Shi, Senbo Chen, Zhijin Guan, Jiandong Wang. 280-286 [doi]
• Selection of a robust experimental design for the effective modeling of nonlinear systems using Genetic ProgrammingA. Garg, K. Tai. 287-292 [doi]
• GPU-accelerated eXtended Classifier SystemMani Abedini, Michael Kirley, Raymond Chiong, Thomas Weise. 293-300 [doi]
• Semantic annotation tools surveyP. Oliveira, J. Rocha. 301-307 [doi]
• Class-dependent Canonical Correlation Analysis for scalable cross-lingual document categorizationMohamed Farouk Abdel Hady, M. Asham. 308-315 [doi]
• Assessment of voting ensemble for estimating software development effortMahmoud O. Elish. 316-321 [doi]