| 2014 | 13th International Conference on Machine Learning and Applications, ICMLA 2014, Detroit, MI, USA, December 3-6, 2014 |
| 2014 | A Better Case Adaptation Method for Case-Based Effort Estimation Using Multi-objective Optimization. Ali Bou Nassif, Shadi Banitaan |
| 2014 | A Clustering-Based Grouping Model for Enhancing Collaborative Learning. Yulei Pang, Feiya Xiao, Huaying Wang, Xiaozhen Xue |
| 2014 | A Comparison of Supervised Machine Learning Techniques for Predicting Short-Term In-Hospital Length of Stay among Diabetic Patients. April Morton, Eman Marzban, Georgios Giannoulis, Ayush Patel, Rajender Aparasu, Ioannis A. Kakadiaris |
| 2014 | A Cyclic Contrastive Divergence Learning Algorithm for High-Order RBMs. Dingsheng Luo, Yi Wang, Xiaoqiang Han, Xihong Wu |
| 2014 | A Directed Acyclic Graphical Approach and Ensemble Feature Selection for a Better Drug Development Strategy Using Partial Knowledge from KEGG Signalling Pathways. Adel Aloraini |
| 2014 | A Genetic Algorithm Approach to Partitioning Clustering: A Case Study on M.Sc. Applicants. Kittichai Lavangnananda, Ratipong Poolphol |
| 2014 | A Hybrid Genetic-Programming Swarm-Optimisation Approach for Examining the Nature and Stability of High Frequency Trading Strategies. Andreea-Ingrid Funie, Mark Salmon, Wayne Luk |
| 2014 | A Knowledge Growth and Consolidation Framework for Lifelong Machine Learning Systems. Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana |
| 2014 | A Machine Learning Approach to Combining Individual Strength and Team Features for Team Recommendation. Haibin Liu, Mu Qiao, Daniel B. Greenia, Rama Akkiraju, Stephen Dill, Taiga Nakamura, Yang Song, Hamid R. Motahari Nezhad |
| 2014 | A New Algorithm for Adaptive Online Selection of Auxiliary Objectives. Arina Buzdalova, Maxim Buzdalov |
| 2014 | A Novel Bayesian Network Based Scheme for Finding the Optimal Solution to Stochastic Online Equi-partitioning Problems. Sondre Glimsdal, Ole-Christoffer Granmo |
| 2014 | A Semi-supervised Clustering Approach for Semantic Slot Labelling. Heriberto Cuayáhuitl, Nina Dethlefs, Helen F. Hastie |
| 2014 | A Switch-and-Restart Algorithm with Exponential Restart Strategy for Objective Selection and its Runtime Analysis. Maxim Buzdalov |
| 2014 | Activity Recognition Using Graphical Features. Syeda Selina Akter, Lawrence B. Holder |
| 2014 | Adaptive Restructuring of Radial Basis Functions Using Integrate-and-Fire Neurons. Jeremy A. Marvel |
| 2014 | Adding Diversity to Rank Examples in Anytime Nearest Neighbor Classification. Cristiano Inácio Lemes, Diego Furtado Silva, Gustavo E. A. P. A. Batista |
| 2014 | Age Estimation from Fingerprints: Examination of the Population in Turkey. Eyup Burak Ceyhan, Seref Sagiroglu, Ramazan Cesur, Kadriye Oner |
| 2014 | American Sign Language Recognition Using Leap Motion Sensor. Ching-Hua Chuan, Eric Regina, Caroline Guardino |
| 2014 | An Accurate, Fast Embedded Feature Selection for SVMs. Tarfa Hamed, Rozita Dara, Stefan C. Kremer |
| 2014 | An Analysis of Instance Selection for Neural Networks to Improve Training Speed. Xunhu Sun, Philip K. Chan |
| 2014 | An Intelligent Technique for Detecting Malicious Users on Mobile Stores. Ramazan Terzi, Uraz Yavanoglu, Duygu Sinanc, Dogac Oguz, Semra Cakir |
| 2014 | An Intelligent Tutoring System for Argument-Making in Higher Education: A Pilot Study. Ching-Hua Chuan, Daniel Dinsmore, Joseph Schmuller, Tyler Morris |
| 2014 | Applying Swarm Ensemble Clustering Technique for Fault Prediction Using Software Metrics. Rodrigo A. Coelho, Fabricio dos R. N. Guimaraes, Ahmed Ali Abdalla Esmin |
| 2014 | Arctic Sea Ice Extent Forecasting Using Support Vector Regression. Tyler G. R. Reid, Paul M. Tarantino |
| 2014 | Assessment of Different Image Clutter Metrics Using Multivariate Analyses and Neurofuzzy System. Deok Hee Nam, Harpreet Singh |
| 2014 | Automated Scoring of the Level of Integrative Complexity from Text Using Machine Learning. Aardra Kannan Ambili, Khaled M. Rasheed |
| 2014 | Automatic Gender Classification System from Finger 2D: 4D Ratio and Comparison of Successes with Using Different Algorithm. Eyup Burak Ceyhan, Seref Sagiroglu, Ramazan Cesur, Kadriye Oner |
| 2014 | Automatically Filtering Irrelevant Words for Applications in Language Acquisition. Gihad N. Sohsah, Emrah Akkurt, Ilkin Safarli, Muhammed Esad Ünal, Onur Güzey |
| 2014 | Bayesian Nonparametric Inverse Reinforcement Learning for Switched Markov Decision Processes. Amit Surana, Kunal Srivastava |
| 2014 | Budgeted Learning for Developing Personalized Treatment. Kun Deng, Russ Greiner, Susan A. Murphy |
| 2014 | Causal Discovery from Spatio-Temporal Data with Applications to Climate Science. Imme Ebert-Uphoff, Yi Deng |
| 2014 | Combining Exact and Metaheuristic Techniques for Learning Extended Finite-State Machines from Test Scenarios and Temporal Properties. Daniil Chivilikhin, Vladimir Ulyantsev, Anatoly Shalyto |
| 2014 | Comparative Study of Different Classification Techniques: Heart Disease Use Case. Hanen Bouali, Jalel Akaichi |
| 2014 | Computation of a Rejection Threshold Used for the Bayes Classifier. Matthias Blankenburg, Christian Bloch, Jörg Krüger |
| 2014 | Concept Drift Awareness in Twitter Streams. Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro |
| 2014 | Detection of Abnormal Human Behavior Using a Matrix Approximation-Based Approach. Lijun Wang, Ming Dong |
| 2014 | Diagnosis Using Incomplete Model in Fuzzy Discrete Event System: Application to Crisis Management. Moussa Traore, Eric Châtelet, Eddie Soulier, Hossam Gaber |
| 2014 | Dimensionality Reduction in Statistical Learning. Alexander V. Bernstein, Alexander P. Kuleshov |
| 2014 | Dynamic Inclusion of New Event Types in Visual Inspection Using Evolving Classifiers. Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Thomas Radauer |
| 2014 | Employing Markov Networks on Curriculum Graphs to Predict Student Performance. Ahmad Slim, Gregory L. Heileman, Jarred Kozlick, Chaouki T. Abdallah |
| 2014 | Ensemble Statistical and Heuristic Models for Unsupervised Word Alignment. Mahsa Mohaghegh, Hossein Sarrafzadeh, Mehdi Mohammadi |
| 2014 | Example-Dependent Cost-Sensitive Logistic Regression for Credit Scoring. Alejandro Correa Bahnsen, Djamila Aouada, Björn E. Ottersten |
| 2014 | Expert Bayes: Automatically Refining Manually Built Bayesian Networks. Ezilda Almeida, Pedro Ferreira, Tiago T. V. Vinhoza, Inês de Castro Dutra, Paulo Vinicius Koerich Borges, Yirong Wu, Elizabeth S. Burnside |
| 2014 | Extraction of Unexpected Rules from Twitter Hashtags and its Application to Sport Events. Mariam Adedoyin-Olowe, Mohamed Medhat Gaber, Carlos J. Martín-Dancausa, Frederic T. Stahl |
| 2014 | Facial Expression Recognition Using Kinect Depth Sensor and Convolutional Neural Networks. Earnest Paul Ijjina, Chalavadi Krishna Mohan |
| 2014 | Feature Selections for Effectively Localizing Faulty Events in GUI Applications. Xiaozhen Xue, Yulei Pang, Akbar Siami Namin |
| 2014 | Genetically Supervised Self-Organizing Map for the Classification of Glass Samples. Richard de Groof, Iren Valova |
| 2014 | Geometric PDEs on Weighted Graphs for Semi-supervised Classification. Matthieu Toutain, Abderrahim Elmoataz, Olivier Lézoray |
| 2014 | Graphical Model Based Approach for Fault Diagnosis of Wind Turbines. Adel Aloraini, Moamar Sayed-Mouchaweh |
| 2014 | High Precision Screening for Android Malware with Dimensionality Reduction. Britton Wolfe, Karim O. Elish, Danfeng Yao |
| 2014 | Human Action Recognition Based on MOCAP Information Using Convolution Neural Networks. Earnest Paul Ijjina, Chalavadi Krishna Mohan |
| 2014 | Human Action Recognition Based on Recognition of Linear Patterns in Action Bank Features Using Convolutional Neural Networks. Earnest Paul Ijjina, Chalavadi Krishna Mohan |
| 2014 | Implementation of Machine Learning for Classifying Hemiplegic Gait Disparity through Use of a Force Plate. Robert LeMoyne, Wesley T. Kerr, Timothy Mastroianni, Anthony L. Hessel |
| 2014 | Improved Selection of Auxiliary Objectives Using Reinforcement Learning in Non-stationary Environment. Irina Petrova, Arina Buzdalova, Maxim Buzdalov |
| 2014 | Improved kNN Rule for Small Training Sets. Sunsern Cheamanunkul, Yoav Freund |
| 2014 | Improving Named Entity Recognition for Morphologically Rich Languages Using Word Embeddings. Hakan Demir, Arzucan Özgür |
| 2014 | Improving Performance on Problems with Few Labelled Data by Reusing Stacked Auto-Encoders. Telmo Amaral, Chetak Kandaswamy, Luís M. Silva, Luís A. Alexandre, Joaquim Marques de Sá, Jorge M. Santos |
| 2014 | Improving Robustness of Gaussian Process-Based Inferential Control System Using Kernel Principle Component Analysis. Ali Abusnina, Daniel Kudenko, Rolf Roth |
| 2014 | Improving Spectral Learning by Using Multiple Representations. Adam Drake, Dan Ventura |
| 2014 | Improving an Early Warning System to Prediction of Student Examination Achievement. Hanife Goker, Halil-Ibrahim Bulbul |
| 2014 | Incremental SVD for Insight into Wind Generation. Chandrika Kamath, Ya-Ju Fan |
| 2014 | Intelligent Crude Oil Price Forecaster. Ardalan Tebyanian, Fares Hedayati |
| 2014 | Investigating Sentimental Relation between Social Media Presence and Academic Success of Turkish Universities. Sedef Gunduz, Fatih Demirhan, Seref Sagiroglu |
| 2014 | Iterative Hard Thresholding for Keyword Extraction from Large Text Corpora. Steve Yadlowsky, Preetum Nakkarin, Jingyan Wang, Rishi Sharma, Laurent El Ghaoui |
| 2014 | LSH vs Randomized Partition Trees: Which One to Use for Nearest Neighbor Search? Kaushik Sinha |
| 2014 | LaCova: A Tree-Based Multi-label Classifier Using Label Covariance as Splitting Criterion. Reem Al-Otaibi, Meelis Kull, Peter A. Flach |
| 2014 | Learner Engagement Measurement and Classification in 1: 1 Learning. Sinem Aslan, Zehra Cataltepe, Itai Diner, Onur Dundar, Asli Arslan Esme, Ron Ferens, Gila Kamhi, Ece Oktay, Canan Soysal, Murat Yener |
| 2014 | Learning Good Features to Track. Raed Almomani, Ming Dong, Zhou Liu |
| 2014 | Learning Score Systems for Patient Mortality Prediction in Intensive Care Units via Orthogonal Matching Pursuit. Aadirupa Saha, Chandrahas Dewangan, Harikrishna Narasimhan, Sriram Sampath, Shivani Agarwal |
| 2014 | Learning to Rank with Only Positive Examples. Mingzhu Zhu, Wei Xiong, Yi-fang Brook Wu |
| 2014 | Leveraging Machine Learning Algorithms to Perform Online and Offline Highway Traffic Flow Predictions. Arezou Moussavi Khalkhali, Mo Jamshidi, Lutcher Brown |
| 2014 | Machine-Sourced Segmentations vs. Expert-Sourced Segmentations for the Classification of Lung Nodules with Outlier Removal. Mayra Alejandra Molina Puentes, Jacob Furst, Daniela Stan Raicu |
| 2014 | Modelling Mutual Information between Voiceprint and Optimal Number of Mel-Frequency Cepstral Coefficients in Voice Discrimination. Kin Wah Edward Lin, Tian Feng, Natalie Agus, Clifford So, Simon Lui |
| 2014 | Multi-variable Neural Network Forecasting Using Two Stage Feature Selection. Rohit Rawat, Kunal Vora, Michael T. Manry, Gautam Eapi |
| 2014 | Multimodal Music and Lyrics Fusion Classifier for Artist Identification. Kamelia Aryafar, Ali Shokoufandeh |
| 2014 | Multimodal Sparsity-Eager Support Vector Machines for Music Classification. Kamelia Aryafar, Ali Shokoufandeh |
| 2014 | Next Generation Application-Layer DDoS Defences: Applying the Concepts of Outlier Detection in Data Streams with Concept Drift. Dusan Stevanovic, Natalija Vlajic |
| 2014 | OUPS: A Combined Approach Using SMOTE and Propensity Score Matching. William A. Rivera, Amit Goel, J. Peter Kincaid |
| 2014 | On-Line Signature Verification Using Symbolic Aggregate Approximation (SAX) and Sequential Mining Optimization (SMO). Rakesh Deivachilai, Tim Oates |
| 2014 | One-Shot Periodic Activity Recognition Using Convolutional Neural Networks. Earnest Paul Ijjina, Chalavadi Krishna Mohan |
| 2014 | Performance Comparison of Major Classical Face Recognition Techniques. Farooq Ahmad Bhat, M. Arif Wani |
| 2014 | Post-Processing Association Rules Using Networks and Transductive Learning. Renan de Padua, Solange Oliveira Rezende, Veronica Oliveira de Carvalho |
| 2014 | Protein Conformation Motion Modeling Using Sep-CMA-ES. Maxim Buzdalov, Sergey Knyazev, Yuri Porozov |
| 2014 | Q-Learning: From Computer Network Security to Software Security. Arisoa S. Randrianasolo, Larry D. Pyeatt |
| 2014 | Recommendation Systems for Markets with Two Sided Preferences. Anjan Goswami, Fares Hedayati, Prasant Mohapatra |
| 2014 | Reducing the Cost of Breaking Audio CAPTCHAs by Active and Semi-supervised Learning. Malte Darnstädt, Hendrik Meutzner, Dorothea Kolossa |
| 2014 | Reducing the Effects of Detrimental Instances. Michael R. Smith, Tony R. Martinez |
| 2014 | Semi-supervised Kernel-Based Temporal Clustering. Rodrigo Araujo, Mohamed S. Kamel |
| 2014 | Sequential Logistic Principal Component Analysis (SLPCA): Dimensional Reduction in Streaming Multivariate Binary-State System. Zhaoyi Kang, Costas J. Spanos |
| 2014 | Speeding Learning of Personalized Audio Equalization. Bongjun Kim, Bryan Pardo |
| 2014 | State Abstraction in Reinforcement Learning by Eliminating Useless Dimensions. Zhao Cheng, Laura E. Ray |
| 2014 | Supervised Music Chord Recognition. Imad Rida, Romain Hérault, Gilles Gasso |
| 2014 | TSD: Detecting Sybil Accounts in Twitter. Mansour Alsaleh, Abdulrahman Alarifi, AbdulMalik S. Al-Salman, Mohammed Alfayez, Abdulmajeed Almuhaysin |
| 2014 | Time Warping Symbolic Aggregation Approximation with Bag-of-Patterns Representation for Time Series Classification. Zhiguang Wang, Tim Oates |
| 2014 | Tool Machines with Brains - Touchless Wheel Alignment with Neural Networks. Karl-Heinz Weis |
| 2014 | Topic Detection in Instant Messages. Han Zhang, Chang-Dong Wang, Jian-Huang Lai |
| 2014 | Transient Characteristics of DC-DC Converter with PID Parameters Selection and Neural Network Control. Hidenori Maruta, Daiki Mitsutake, Fujio Kurokawa |
| 2014 | Uncertainty Quantified Matrix Completion Using Bayesian Hierarchical Matrix Factorization. Farideh Fazayeli, Arindam Banerjee, Jens Kattge, Franziska Schrodt, Peter B. Reich |
| 2014 | Using Balanced Random Forests on Load Spectrum Data for Classifying Component Failures of a Hybrid Electric Vehicle Fleet. Philipp Bergmeir, Christof Nitsche, Jurgen Nonnast, Michael Bargende, Peter Antony, Uwe Keller |
| 2014 | Using Spectral Features to Improve Sentiment Analysis. Adam Drake, Dan Ventura |
| 2014 | Using k-Nearest Neighbor and Speaker Ranking for Phoneme Prediction. Muhammad Rizwan, David V. Anderson |
| 2014 | Variational Inference on Infinite Mixtures of Inverse Gaussian, Multinomial Probit and Exponential Regression. Sk. Minhazul Islam, Arunava Banerjee |
| 2014 | Varying Coefficient Models for Analyzing the Effects of Risk Factors on Pregnant Women's Blood Pressure. Wenshuai Cheng, Liying Fang, Lin Yang, Han Zhao, Pu Wang, Jianzhuo Yan |
| 2014 | Visualising Singing Style under Common Musical Events Using Pitch-Dynamics Trajectories and Modified TRACLUS Clustering. Kin Wah Edward Lin, Hans Anderson, Natalie Agus, Clifford So, Simon Lui |
| 2014 | WiFi Localization for Mobile Robots Based on Random Forests and GPLVM. Reda Elbasiony, Walid Gomaa |