CIDM

Publications

2014

Anil Kumar, Nitesh Kumar, Muzammil Hussain, Santanu Chaudhury, Sumeet Agarwal
Semantic clustering-based cross-domain recommendation. CIDM (2014)
Yuan Sun, Wenbin Guo, Xiaobing Zhao
Tibetan-Chinese cross language named entity extraction based on comparable corpus and naturally annotated resources. CIDM (2014)
Jakub Smíd, Roman Neruda
Comparing datasets by attribute alignment. CIDM (2014)
Thomas Villmann, Marika Kaden, Mandy Lange, Paul Sturmer, Wieland Hermann
Precision-Recall-Optimization in Learning Vector Quantization Classifiers for Improved Medical Classification Systems. CIDM (2014)
Santosh Tirunagari, Norman Poh, Kouros Aliabadi, David Windridge, Deborah Cooke
Patient level analytics using self-organising maps: A case study on Type-1 Diabetes self-care survey responses. CIDM (2014)
Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa
A density-based clustering of the Self-Organizing Map using graph cut. CIDM (2014)
Fiona J. Buckingham, Keeley A. Crockett, Zuhair Bandar, James O'Shea
FATHOM: A neural network-based non-verbal human comprehension detection system for learning environments. CIDM (2014)
Mustafa H. Hajeer, Dipankar Dasgupta, Alexander Semenov, Jari Veijalainen
Distributed evolutionary approach to data clustering and modeling. CIDM (2014)
Rocco Langone, Raghvendra Mall, Johan A. K. Suykens
Clustering data over time using kernel spectral clustering with memory. CIDM (2014)
Alexandre Pimenta, Frederico Gadelha Guimarães, Eduardo G. Carrano, Ciniro Aparecido Leite Nametala, Ricardo H. C. Takahashi
GoldMiner: A genetic programming based algorithm applied to Brazilian Stock Market. CIDM (2014)
Quan Ding, Steven Kay, Xiaorong Zhang
High-SNR model order selection using exponentially embedded family and its applications to curve fitting and clustering. CIDM (2014)
Norman Poh, Ian Smythe
To what extend can we predict students' performance? A case study in colleges in South Africa. CIDM (2014)
Gregory Ditzler, Matthew Austen, Gail L. Rosen, Robi Polikar
Scaling a neyman-pearson subset selection approach via heuristics for mining massive data. CIDM (2014)
Zena Wood
What can spatial collectives tell us about their environment? CIDM (2014)
Evgeni Aizenberg, Igor N. Aizenberg
Batch linear least squares-based learning algorithm for MLMVN with soft margins. CIDM (2014)
Banage T. G. S. Kumara, Incheon Paik, Koswatte R. C. Koswatte, Wuhui Chen
Ontology learning with complex data type for Web service clustering. CIDM (2014)
Raghvendra Mall, Rocco Langone, Johan A. K. Suykens
Agglomerative hierarchical kernel spectral data clustering. CIDM (2014)
Angel Cataron, Razvan Andonie, Yvonne Chueh
kNN estimation of the unilateral dependency measure between random variables. CIDM (2014)
Diego Hernán Peluffo-Ordóñez, John Aldo Lee, Michel Verleysen
Generalized kernel framework for unsupervised spectral methods of dimensionality reduction. CIDM (2014)
Julio J. Valdés, Catherine Cheung, Matthew Li
Sensor dynamics in high dimensional phase spaces via nonlinear transformations: Application to helicopter loads monitoring. CIDM (2014)
Anveshi Charuvaka, Huzefa Rangwala
Convex multi-task relationship learning using hinge loss. CIDM (2014)
Ding Liu, Minghu Jiang, Xiaofang Yang
Quantum clustering - A novel method for text analysis. CIDM (2014)
Sandra Ortega-Martorell, Iván Olier, Teresa Delgado-Goni, Magdalena Ciezka, Margarida Julià-Sapé, Paulo J. G. Lisboa, Carles Arús
Semi-supervised source extraction methodology for the nosological imaging of glioblastoma response to therapy. CIDM (2014)
Rikard König, Ulf Johansson
Rule extraction using genetic programming for accurate sales forecasting. CIDM (2014)
Leong Lee, Gregory S. Ridenour
Using data mining to investigate interaction between channel characteristics and hydraulic geometry channel types. CIDM (2014)
Connie Khor Li Kou, Chao-Hui Huang
Massively parallelized support vector machines based on GPU-accelerated multiplicative updates. CIDM (2014)
Ahsanul Haque, Swarup Chandra, Latifur Khan, Michael Baron
MapReduce guided approximate inference over graphical models. CIDM (2014)
Giulia Fiscon, Emanuel Weitschek, Giovanni Felici, Paola Bertolazzi, Simona De Salvo, Placido Bramanti, Maria Cristina De Cola
Alzheimer's disease patients classification through EEG signals processing. CIDM (2014)
Jean-Marc Andreoli
Learning energy consumption profiles from data. CIDM (2014)
Bartosz Krawczyk, Michal Wozniak, Francisco Herrera
Weighted one-class classification for different types of minority class examples in imbalanced data. CIDM (2014)
Erin-Elizabeth A. Durham, Andrew Rosen, Robert W. Harrison
Optimization of relational database usage involving Big Data a model architecture for Big Data applications. CIDM (2014)
Ahmad Slim, Gregory L. Heileman, Jarred Kozlick, Chaouki T. Abdallah
Predicting student success based on prior performance. CIDM (2014)
Benoît Frénay, Daniela Hofmann, Alexander Schulz, Michael Biehl, Barbara Hammer
Valid interpretation of feature relevance for linear data mappings. CIDM (2014)
Tomoyuki Hiroyasu, Toshihide Shiraishi, Tomoya Yoshida, Utako Yamamoto
A feature transformation method using genetic programming for two-class classification. CIDM (2014)
Vineet Mehta, Rajmonda S. Caceres, Kevin M. Carter
Evaluating topic quality using model clustering. CIDM (2014)
Rocco Langone, Carlos Alzate, Abdellatif Bey-Temsamani, Johan A. K. Suykens
Alarm prediction in industrial machines using autoregressive LS-SVM models. CIDM (2014)
Heli Koskimäki, Pekka Siirtola
Recognizing gym exercises using acceleration data from wearable sensors. CIDM (2014)
Joset A. Etzel, Todd S. Braver
High dimensional exploration: A comparison of PCA, distance concentration, and classification performance in two fMRI datasets. CIDM (2014)
Yang Lei, James C. Bezdek, Jeffrey Chan, Xuan Vinh Nguyen, Simone Romano, James Bailey
Generalized information theoretic cluster validity indices for soft clusterings. CIDM (2014)
Tobias Ebert, Julian Belz, Oliver Nelles
Interpolation and extrapolation: Comparison of definitions and survey of algorithms for convex and concave hulls. CIDM (2014)
Ulf Johansson, Cecilia Sönströd, Rikard König
Accurate and interpretable regression trees using oracle coaching. CIDM (2014)
Hebah ElGibreen, Mehmet Sabih Aksoy
Incremental transfer RULES with incomplete data. CIDM (2014)
Henry Joutsijoki, Jyrki Rasku, Markus Haponen, Ivan Baldin, Yulia Gizatdinova, Michelangelo Paci, Jyri Saarikoski, Kirsi Varpa, Harri Siirtola, Jorge Avalos-Salguero, Kati Iltanen, Jorma Laurikkala, Kirsi Penttinen, Jari A. K. Hyttinen, Katriina Aalto-Setälä, Martti Juhola
Classification of iPSC colony images using hierarchical strategies with support vector machines. CIDM (2014)
Dai Li, Yi Lu Murphey
Automatic text categorization using a system of high-precision and high-recall models. CIDM (2014)
Kuang-Pen Chou, Mukesh Prasad, Y. Y. Lin, Sudhanshu Joshi, Chin-Teng Lin, J. Y. Chang
Takagi-Sugeno-Kang type collaborative fuzzy rule based system. CIDM (2014)
Zhen Ni, Siyao Fu, Bo Tang, Haibo He, Xinming Huang
Experimental studies on indoor sign recognition and classification. CIDM (2014)
2014 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2014, Orlando, FL, USA, December 9-12, 2014 CIDM (2014)
Vilen Jumutc, Johan A. K. Suykens
New bilinear formulation to semi-supervised classification based on Kernel Spectral Clustering. CIDM (2014)
Alessandro Berti, Alessandro Sperduti, Andrea Burattin
A novel criterion for overlapping communities detection and clustering improvement. CIDM (2014)
Niels Martin, Benoît Depaire, An Caris
The use of process mining in a business process simulation context: Overview and challenges. CIDM (2014)