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Articles by Topics
Topic I. - Computing Methodologies
Topic I.2.6 - Learning

A. Abraham, C. Grosan:
Automatic Programming Methodologies for Electronic Hardware Fault Monitoring
page 408 - 431
Vol.12 / Issue 4
S. Abudalfa, M. Ahmed:
Open Domain Targeted Sentiment Classification Using Semi-Supervised Dynamic Generation of Feature Attributes
page 1582 - 1603
Vol.24 / Issue 11
A.M. Al-Zahrani, H. Mathkour, H. Abdalla:
PSO-Based Feature Selection for Arabic Text Summarization
page 1454 - 1469
Vol.21 / Issue 11
A. Almonayyes:
Multiple Explanations Driven Naïve Bayes Classifier
page 127 - 139
Vol.12 / Issue 2
R. Amornchewin, W. Kreesuradej:
Mining Dynamic Databases using Probability-Based Incremental Association Rule Discovery Algorithm
page 2409 - 2428
Vol.15 / Issue 12
D. Anguita, A. Ghio, L. Oneto, X. Parra, J.L. Reyes-Ortiz:
Energy Efficient Smartphone-Based Activity Recognition using Fixed-Point Arithmetic
page 1295 - 1314
Vol.19 / Issue 9
D. Apostolou, G. Mentzas, K. Baraboutis, S. Papadopoulou:
Facilitating Knowledge Exchange and Decision Making within Learning Networks
page 205 - 226
Vol.10 / Issue 3
R. Arora, M.S. Hsiao:
Using Global Structural Relationships of Signals to Accelerate SAT-based Combinational Equivalence Checking
page 1597 - 1628
Vol.10 / Issue 12
M. Atzmueller, F. Puppe:
Semi-Automatic Visual Subgroup Mining using VIKAMINE
page 1752 - 1765
Vol.11 / Issue 11
J. Aßfalg, J. Gong, H.-P. Kriegel, A. Pryakhin, T. Wei, A. Zimek:
Investigating a Correlation between Subcellular Localization and Fold of Proteins
page 604 - 621
Vol.16 / Issue 5
Y.R. Baca-Gomez, A. Martinez, P. Rosso, H. Estrada, D.I. Hernandez Farias:
Web Service SWePT: A Hybrid Opinion Mining Approach
page 671 - 690
Vol.22 / Issue 5
D. Barth, L. Echabbi, C. Hamlaoui:
Optimal Transit Price Negotiation: The Distributed Learning Perspective
page 745 - 765
Vol.14 / Issue 5
D. de Souza Baulé, C. Gresse von Wangenheim, A. von Wangenheim, J.C.R. Hauck:
Recent Progress in Automated Code Generation from GUI Images Using Machine Learning Techniques
page 1095 - 1127
Vol.26 / Issue 9
C. Biemann, U. Quasthoff, K. Böhm, C. Wolff:
Automatic Discovery and Aggregation of Compound Names for the Use in Knowledge Representations
page 530 - 541
Vol.9 / Issue 6
L. Blanco, V. Crescenzi, P. Merialdo:
Structure and Semantics of Data-IntensiveWeb Pages: An Experimental Study on their Relationships
page 1877 - 1892
Vol.14 / Issue 11
B. Blankertz, G. Dornhege, S. Lemm, M. Krauledat, G. Curio, K.-R. Müller:
The Berlin Brain-Computer Interface:
Machine Learning Based Detection of User Specific Brain States
page 581 - 607
Vol.12 / Issue 6
F. Bolanos, J.E. Aedo, F. Rivera, N. Bagherzadeh:
Mapping and Scheduling in Heterogeneous NoC through Population-Based Incremental Learning
page 901 - 916
Vol.18 / Issue 7
J. Brank, D. Mladenić, M. Grobelnik, N. Milić-Frayling:
Feature Selection for the Classification of Large Document Collections
page 1562 - 1596
Vol.14 / Issue 10
J. Bravo, R. Hervás, G. Chavira:
Ubiquitous Computing in the Classroom: An Approach through Identification Process
page 1494 - 1504
Vol.11 / Issue 9
R. Zatarain Cabada, M.L. Barrón Estrada, R. Oramas Bustillos:
Mining of Educational Opinions with Deep Learning
page 1604 - 1626
Vol.24 / Issue 11
A. Garcia Cabot, E. Garcia-Lopez, L. de-Marcos, J. Abraham-Curto:
Adapting Learning Contents to Mobile Devices and Context to Improve Students' Learning Performance:
A Case Study
page 2032 - 2042
Vol.20 / Issue 15
O. Camacho-Nieto, C. Yáñez-Marquez, Y. Villuendas-Rey:
Undersampling Instance Selection for Hybrid and Incomplete Imbalanced Data
page 698 - 719
Vol.26 / Issue 6
L. Cao, Y. Ou:
Market Microstructure Patterns Powering Trading and Surveillance Agents
page 2288 - 2308
Vol.14 / Issue 14
Y.-C. Chen, J.-S. Wang:
A Hammerstein-Wiener Recurrent Neural Network with Frequency-Domain Eigensystem Realization Algorithm for Unknown System Identification
page 2547 - 2565
Vol.15 / Issue 13
Y. Chen, F. Liu, B. Vanschoenwinkel, B. Manderick:
Splice Site Prediction using Support Vector Machines with Context-Sensitive Kernel Functions
page 2528 - 2546
Vol.15 / Issue 13
S. Chickerur, A.K. M:
Color Image Restoration Using Neural Network Model
page 107 - 125
Vol.17 / Issue 1
J. Choi, C. Choi, I. You, P. Kim:
Polymorphic Malicious JavaScript Code Detection for APT Attack Defence
page 369 - 383
Vol.21 / Issue 3
I. Christensen, S. Schiaffino:
A Hybrid Approach for Group Profiling in Recommender Systems
page 507 - 533
Vol.20 / Issue 4
M.E. Cintra, H.A. Camargo, E.R. Hruschka, M. do Carmo Nicoletti:
Automatic Construction of Fuzzy Rule Bases: a further Investigation into two Alternative Inductive Approaches
page 2456 - 2470
Vol.14 / Issue 15
S. Contreras, M.Á. Manzanedo, Á. Herrero:
A Hybrid Neural System to Study the Interplay between Economic Crisis and Workplace Accidents in Spain
page 667 - 682
Vol.25 / Issue 6
D.J. Cook:
Health Monitoring and Assistance to Support Aging in Place
page 15 - 29
Vol.12 / Issue 1
A. Danylenko, J. Lundberg, W. Löwe:
Decisions: Algebra, Implementation, and First Experiments
page 1174 - 1231
Vol.20 / Issue 9
D. Dudek:
The APS Framework For Incremental Learning of Software Agents
page 2263 - 2287
Vol.14 / Issue 14
F.J. Ferrer-Troyano, J.S. Aguilar-Ruiz, J.C. Riquelme:
Incremental Rule Learning and Border Examples Selection from Numerical Data Streams
page 1426 - 1439
Vol.11 / Issue 8
S. Fontani:
Efficient Identification of Classes of P-Time Functions
page 759 - 780
Vol.6 / Issue 8
S. Fontani:
Efficient Measure Learning
page 794 - 815
Vol.7 / Issue 9
T. Forzi, M. Peters:
A Methodology and a Toolkit that Integrate Technological, Organisational, and Human Factors to Design KM within Knowledge-Intensive Networks
page 495 - 525
Vol.11 / Issue 4
J. Gama, P. Medas:
Learning Decision Trees from Dynamic Data Streams
page 1353 - 1366
Vol.11 / Issue 8
J.P. García-Vázquez, M.D. Rodríguez, M.E. Tentori, D. Saldaña, Á.G. Andrade, A.N. Espinoza:
An Agent-based Architecture for Developing Activity-Aware Systems for Assisting Elderly
page 1500 - 1520
Vol.16 / Issue 12
J.E. Garrido, V.M.R. Penichet, M.D. Lozano:
A Proposal of an Architecture for Educational Environments
page 965 - 983
Vol.19 / Issue 7
N. Gronau, C. Müller, R. Korf:
KMDL - Capturing, Analysing and Improving Knowledge-Intensive Business Processes
page 452 - 472
Vol.11 / Issue 4
Y. Gómez, R. Bello, A. Puris, M.M. García, A. Nowe:
Two Step Swarm Intelligence to Solve the Feature Selection Problem
page 2582 - 2596
Vol.14 / Issue 15
B. Hidasi, D. Tikk:
Initializing Matrix Factorization Methods on Implicit Feedback Databases
page 1834 - 1853
Vol.19 / Issue 12
K. Hori, K. Nakakoji, Y. Yamamoto, J. Ostwald:
Organic Perspectives of Knowledge Management: Knowledge Evolution through a Cycle of Knowledge Liquidization and Crystallization
page 252 - 261
Vol.10 / Issue 3
M. Juršič, I. Mozetič, T. Erjavec, N. Lavrač:
LemmaGen: Multilingual Lemmatisation with Induced Ripple-Down Rules
page 1190 - 1214
Vol.16 / Issue 9
T. Kajdanowicz, P. Kazienko:
Boosting-based Multi-label Classification
page 502 - 520
Vol.19 / Issue 4
P. Kekolahti, J. Karikoski:
Analysis of Mobile Service Usage Behaviour with Bayesian Belief Networks
page 325 - 352
Vol.19 / Issue 3
D. Krstinić, M. Braović, D. Božić-Štulic:
Convolutional Neural Networks and Transfer Learning Based Classification of Natural Landscape Images
page 244 - 267
Vol.26 / Issue 2
N. Kulathuramaiyer, W.-T. Balke:
Restricting the View and Connecting the Dots — Dangers of a Web Search Engine Monopoly
page 1731 - 1740
Vol.12 / Issue 12
S.M. Lee, D.S. Kim, J.S. Park:
Cost-Sensitive Spam Detection Using Parameters Optimization and Feature Selection
page 944 - 960
Vol.17 / Issue 6
L. Li, V. Bulitko, R. Greiner:
Focus of Attention in Reinforcement Learning
page 1246 - 1269
Vol.13 / Issue 9
S.-W. Liou, C.-M. Wang, Y.-F. Huang:
Integrative Discovery of Multifaceted Sequence Patterns by Frame-Relayed Search and Hybrid PSO-ANN
page 742 - 764
Vol.15 / Issue 4
T. Magal-Royo, J. García Laborda, S. Price:
A New m-Learning Scenario for a Listening Comprehension Assessment Test in Second Language Acquisition [SLA]
page 1200 - 1214
Vol.23 / Issue 12
F. Meyer, B. van der Merwe, D. Coetsee:
Learning Concept Embeddings from Temporal Data
page 1378 - 1402
Vol.24 / Issue 10
K. Moriyama, M. Matsumoto, K.-i. Fukui, S. Kurihara, M. Numao:
Reinforcement Learning on a Futures Market Simulator
page 1136 - 1153
Vol.14 / Issue 7
Z.B. Ozger, B. Bolat, B. Diri:
A Probabilistic Multi-Objective Artificial Bee Colony Algorithm for Gene Selection
page 418 - 443
Vol.25 / Issue 4
M. Pivec, K. Baumann:
The Role of Adaptation and Personalisation in Classroom-Based Learning and in e-Learning
page 73 - 89
Vol.10 / Issue 1
S. Prabavathy, K. Sundarakantham, S. Shalinie:
Design of Cognitive Fog Computing for Autonomic Security System in Critical Infrastructure
page 577 - 602
Vol.24 / Issue 5
L. Prechelt:
Why We Need an Explicit Forum for Negative Results
page 1074 - 1083
Vol.3 / Issue 9
L. Prechelt:
The Forum for Negative Results (FNR)
Guest Editorial
page 2748 - 2749
Vol.18 / Issue 20
K. Reinhardt, K. North:
Transparency and Transfer of Individual Competencies - A Concept of Integrative Competence Management
page 1372 - 1380
Vol.9 / Issue 12
J.L. Garcia Rosa, J.M. Adan-Coello:
Biologically Plausible Connectionist Prediction of Natural Language Thematic Relations
page 3245 - 3277
Vol.16 / Issue 21
C. Sanin, E. Szczerbicki, C. Toro:
An OWL Ontology of Set of Experience Knowledge Structure
page 209 - 223
Vol.13 / Issue 2
S. Sellah, V. Hilaire:
Label Clustering for a Novel Problem Transformation in Multi-label Classification
page 71 - 88
Vol.26 / Issue 1
M. Sečujski, D. Pekar, S. Suzić, A. Smirnov, T. Nosek:
Speaker/Style-Dependent Neural Network Speech Synthesis Based on Speaker/Style Embedding
page 434 - 453
Vol.26 / Issue 4
P. Sobolewski, M. Woźniak:
Concept Drift Detection and Model Selection with Simulated Recurrence and Ensembles of Statistical Detectors
page 462 - 483
Vol.19 / Issue 4
E. Suzuki:
Data Mining Methods for Discovering Interesting Exceptions from an Unsupervised Table
page 627 - 653
Vol.12 / Issue 6
J. Tonejc, S. Güttes, A. Kobekova, J. Kaur:
Machine Learning Methods for Anomaly Detection in BACnet Networks
page 1203 - 1224
Vol.22 / Issue 9
B. Trawiński:
Evolutionary Fuzzy System Ensemble Approach to Model Real Estate Market based on Data Stream Exploration
page 539 - 562
Vol.19 / Issue 4
J.A. Troyano, F. Enríquez, F. Cruz, J.M. Cañete-Valdeón, F.J. Ortega:
Improving the Performance of a Tagger Generator in an Information Extraction Application
page 1287 - 1299
Vol.13 / Issue 9
C. Vialardi, J. Bravo, A. Ortigosa:
Improving AEH Courses through Log Analysis
page 2777 - 2798
Vol.14 / Issue 17
Y. Villuendas-Rey, M.-D. Alanis-Tamez, C.-F. Rey Benguría, C. Yáñez-Márquez, O. Camacho-Nieto:
Medical Diagnosis of Chronic Diseases Based on a Novel Computational Intelligence Algorithm
page 775 - 796
Vol.24 / Issue 6
J.-S. Wang, J.-C. Chiang:
An Efficient Data Preprocessing Procedure for Support Vector Clustering
page 705 - 721
Vol.15 / Issue 4
Y. Xiang, S. Zhang, Y. Shen, M. Shi:
Pattern-Oriented Workflow Generation and Optimization
page 1924 - 1944
Vol.15 / Issue 9
N. Xiong, J. He, J.H. Park, D. Cooley, Y. Li:
A Neural Network Based Vehicle Classification System for Pervasive Smart Road Security
page 1119 - 1142
Vol.15 / Issue 5
X. Ye, T. Sakurai:
Unsupervised Feature Selection for Microarray Gene Expression Data Based on Discriminative Structure Learning
page 725 - 741
Vol.24 / Issue 6
T. Zeng, C. Tang, Y. Xiang, P. Chen, Y. Liu:
A Model of Immune Gene Expression Programming for Rule Mining
page 1484 - 1497
Vol.13 / Issue 10
Q. Zou, C.-W. Chen, H.-C. Chang, Y.-W. Chu:
Identifying Cleavage Sites of Gelatinases A and B by Integrating Feature Computing Models
page 711 - 724
Vol.24 / Issue 6
G. Senarclens de Grancy:
An Adaptive Metaheuristic for Vehicle Routing Problems with Time Windows and Multiple Service Workers
page 1143 - 1167
Vol.21 / Issue 9