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Intelligent Data Analysis, Volume 20
Volume 20, Number 1, 2016
- Alexios Kotsifakos, Vassilis Athitsos, Panagiotis Papapetrou:
Query-sensitive distance measure selection for time series nearest neighbor classification. 5-27 - Xiangli Li, Peng Geng
, Baozhi Qiu:
A cluster boundary detection algorithm based on shadowed set. 29-45 - Fernando Pérez-Téllez
Prototype/topic based clustering method for weblogs. 47-65 - Min-You Chen, Xue-Min Tan, Li Zhang:
An iterative self-training support vector machine algorithm in brain-computer interfaces. 67-82 - Anis Ben Ishak:
Variable selection using support vector regression and random forests: A comparative study. 83-104 - Anping Song, Xuehai Ding, Jianjiao Chen, Mingbo Li, Wei Cao, Ke Pu:
Multi-objective association rule mining with binary bat algorithm. 105-128 - Mohammad Abbasi Rad, Ali Hamzeh
A coevolutionary approach to many objective optimization based on a novel ranking method. 129-151 - Edris Fattahi, Mahdi Bidar, Hamidreza Rashidy Kanan:
Fuzzy Krill Herd (FKH): An improved optimization algorithm. 153-165 - Donghui Zhan, Houqing Lu, Wenning Hao
Improving particle swarm optimization: Using neighbor heuristic and Gaussian cloud learning. 167-182 - Hossein Rahmani
Using a Human Drug Network for generating novel hypotheses about drugs. 183-197 - Maryam Hosseini-Pozveh, Kamran Zamanifar, Ahmad Reza Naghsh-Nilchi, Peter Dolog
Maximizing the spread of positive influence in signed social networks. 199-218
Volume 20, Number 2, 2016
- Marc Plantevit, Céline Robardet, Vasile-Marian Scuturici:
Graph dependency construction based on interval-event dependencies detection in data streams. 223-256 - Hanen Borchani
Mining multi-dimensional concept-drifting data streams using Bayesian network classifiers. 257-280 - Elaheh Rashedi, Abdolreza Mirzaei, Mohammad Rahmati:
Optimized aggregation function in hierarchical clustering combination. 281-291 - Hugo Alatrista-Salas
Spatio-sequential patterns mining: Beyond the boundaries. 293-316 - Manuel S. Lazo-Cortés
A new algorithm for computing reducts based on the binary discernibility matrix. 317-337 - Jukka Saarenpää, Mikko Kolehmainen, Harri Niska
Identifying socio-demographically favourable area types for early hybrid electric vehicle adoption through mining of public sector data. 339-355 - Pinar Tüfekçi
Classification-based prediction models for stock price index movement. 357-376 - Mingxin Yu
A spatial-temporal trajectory clustering algorithm for eye fixations identification. 377-393 - Heungmo Ryang, Unil Yun, Keun Ho Ryu:
Fast algorithm for high utility pattern mining with the sum of item quantities. 395-415 - Manjai Lee, Byung-Won On:
Effective social graph visualization techniques using friend and hierarchical matching. 417-438 - Sergio Consoli
A local search approach for generating directional data. 439-453 - Hossein Rahmani
Entity resolution in disjoint graphs: An application on genealogical data. 455-475
Volume 20, Number 3, 2016
- Guoqing Chao, Shiliang Sun:
Multi-kernel maximum entropy discrimination for multi-view learning. 481-493 - Peng Cheng
Association rule hiding based on evolutionary multi-objective optimization. 495-514 - Elena Bellodi, Fabrizio Riguzzi
Statistical relational learning for workflow mining. 515-541 - Saptarshi Chakraborty, B. K. Tripathy
Privacy preserving anonymization of social networks using eigenvector centrality approach. 543-560 - Sen Xu, Kung-Sik Chan, Tian Zhou, Jun Gao, Xianfeng Li, Xiaopeng Hua:
A novel cluster ensemble approach effected by subspace similarity. 561-574 - Diana Moses
m-CADE: A mobile based cardiovascular abnormality detection engine using efficient multi-domain feature combinations. 575-596 - Fubo Shao, Keping Li, Xiaoming Xu:
Railway accidents analysis based on the improved algorithm of the maximal information coefficient. 597-613 - Mouna Ben Ishak, Philippe Leray
Probabilistic relational model benchmark generation: Principle and application. 615-635 - Jingtian Hu, Andrew L. Ferguson
Global graph matching using diffusion maps. 637-654 - Jerry Chun-Wei Lin
An efficient algorithm to maintain the discovered frequent sequences with record deletion. 655-677 - Ehsan Pazouki, Mohammad Rahmati
Multiphase vs. single-phase variational level set approach for video data association. 679-699 - Xiaomei Wang, Bo Zhang, Fuping Zhang
Toward robust activity recognition: Hierarchical classifier based on Gaussian Process. 701-717
Volume 20, Number 4, 2016
- Qinrong Feng, Haibo Jing:
Approximations and uncertainty measure- ments in ordered information systems. 723-743 - Miha Drole, Igor Kononenko:
Closed world specialisation inside the induction process. 745-765 - Zahra Mirzamomen, Mohammad Reza Kangavari:
Fuzzy min-max neural network based decision trees. 767-782 - Seyed Hamid Mirisaee, Éric Gaussier, Alexandre Termier:
Efficient local search for L1 and L2 binary matrix factorization. 783-807 - Hong-Tao Yu, Shou-Hui Wang, Qing-Qing Ma:
Link prediction algorithm based on the Choquet fuzzy integral. 809-824 - Yibo Yao, Lawrence B. Holder:
Incremental SVM-based classification in dynamic streaming networks. 825-852 - Gun Ho Lee:
Grid-based dynamic clustering with grid proximity measure. 853-875 - Mohammadzaman Zamani, Hamid Beigy
Cascading randomized weighted majority: A new online ensemble learning algorithm. 877-889 - Jerry Chun-Wei Lin
A fast maintenance algorithm of the discovered high-utility itemsets with transaction deletion. 891-913 - Wei Song
Binary partition for itemsets expansion in mining high utility itemsets. 915-931 - Byron Oviedo
A hierarchical clustering method: Applications to educational data. 933-951 - Mitra Montazeri:
HHFS: Hyper-heuristic feature selection. 953-974
Volume 20, Number 5, 2016
- Yihong Zhang
Reduce or remove: Individual sensor reliability profiling and data cleaning. 979-995 - Arik Nemtsov, Amir Averbuch, Alon Schclar:
Matrix compression using the Nyström method. 997-1019 - Khalid M. Salama, Ashraf M. Abdelbar, Ismail M. Anwar
Data reduction for classification with ant colony algorithms. 1021-1059 - Anikó Vágner:
The GridOPTICS clustering algorithm. 1061-1084 - Haocheng Wang, Fuzhen Zhuang, Xin Jin, Xiang Ao, Qing He:
Bag of little bootstraps on features for enhancing classification performance. 1085-1099 - José Kadir Febrer-Hernández, Raudel Hernández-León, Claudia Feregrino Uribe, José Hernández Palancar:
SPaC-NF: A classifier based on sequential patterns with high netconf. 1101-1113 - Ali Mehrizi, Hadi Sadoghi Yazdi:
Semi-supervised GSOM integrated with extreme learning machine. 1115-1132 - Marcos A. Guerine, Isabel Rosseti
Extending the hybridization of metaheuristics with data mining: Dealing with sequences. 1133-1156 - Donggyu Kim, Unil Yun:
Mining high utility itemsets based on the time decaying model. 1157-1180 - Shobhit S. Shakya, Jian Zhang, Bijaya B. Karki:
ToPoMine: A graph miner for analysis of atom-dynamics simulation data in material science. 1181-1198 - Anis Ben Ishak, Asma Feki:
A discriminating study between three categories of banks based on statistical learning approaches. 1199-1221 - Chia-Yu Shen, Hsiao-Fan Wang:
Electricity load forecasting in a smart grid system. 1223-1242
Volume 20, Number s1, 2016
- Editorial. S1-S3
- Vladimir Ryazanov:
About estimation of quality of clustering results via its stability. S5-S15 - Anselmo Ferreira
Multi-directional and multi-scale perturbation approaches for blind forensic median filtering detection. S17-S36 - Alejandro Rosales-Pérez
EMOPG+FS: Evolutionary multi-objective prototype generation and feature selection. S37-S51 - Ricardo Ocampo-Vega, Gildardo Sánchez-Ante
Improving pattern classification of DNA microarray data by using PCA and logistic regression. S53-S67 - Gerardo E. Altamirano-Gómez, Eduardo Bayro-Corrochano:
Conformal geometric method for voting. S69-S82 - Gabriel Hernández Sierra, José R. Calvo, Jean-François Bonastre:
Speaker recognition using temporal information and session variability compensation in a binary framework. S83-S94 - Carlos Lara-Alvarez
Geometric indexing for recognition of places based on expanded delaunay triangulation. S95-S107 - Gehová López-González, Nancy Arana-Daniel
Quaternion support vector classifier. S109-S119 - Michal Kawulok
Hybrid adaptation for detecting skin in color images. S121-S139 - Yoanna Martínez-Díaz, Noslén Hernández
Multi-face tracking based on spatio-temporal detections. S141-S154
Volume 20, Number 6, 2016
- Qingying Yu, Yonglong Luo, Chuanming Chen, Weixin Bian:
Neighborhood relevant outlier detection approach based on information entropy. 1247-1265 - Shan Han, Xiaoning Jin, Jianxun Li:
An assessment method for the impact of missing data in the rough set-based decision fusion. 1267-1284 - Hetal Bhavsar, Amit Ganatra
EuDiC SVM: A novel support vector machine classification algorithm. 1285-1305 - Xi Zhao, Qiyu Bai, Shiguo Bai:
Simple nonparallel laplacian SVM for semi-supervised learning on binary classification problem. 1307-1328 - Mahdie Dehghan, Hamid Beigy
A novel concept drift detection method in data streams using ensemble classifiers. 1329-1350 - Ali-Asghar Safaei, Mehdi Mosaferi, Fatemeh Abdi:
Answering ad-hoc continuous aggregate queries over data streams using Dynamic Prefix Aggregate Tree. 1351-1384 - Quentin Louveaux, A. Mathei, Sebastien Mathieu
Box search for the data mining of the key parameters of an industrial process. 1385-1403 - Zhengming Li, Qi Zhu, Yan Chen:
A test sample oriented two-phase discriminative dictionary learning algorithm for face recognition. 1405-1423 - C. Devi Arockia Vanitha, D. Devaraj, M. Venkatesulu:
Multiclass cancer diagnosis in microarray gene expression profile using mutual information and Support Vector Machine. 1425-1439 - Shin-Li Lu
The Markov-exponential grey model for efficient forecasting management. 1441-1457 - Indre Zliobaite
Optimal estimates for short horizon travel time prediction in urban areas. 1459-1475 - Carlos Rene Argueta, Fernando H. Calderon, Yi-Shin Chen:
Multilingual emotion classifier using unsupervised pattern extraction from microblog data. 1477-1502
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