Abstract is missing.
- A Nested Hierarchy of Dynamically Evolving Clouds for Big Data Structuring and SearchingPlamen P. Angelov, Pouria Sadeghi-Tehran. 1-8 [doi]
- Evolving Classifier TEDAClass for Big DataDmitry Kangin, Plamen P. Angelov, José Antonio Iglesias, Araceli Sanchis. 9-18 [doi]
- 1Daniel J. Lewis, Trevor P. Martin. 19-28 [doi]
- Discriminating Variable Star Candidates in Large Image Databases from the HiTS Survey Using NMFPablo Huijse, Pablo A. Estévez, Francisco Förster, Emanuel Berrocal. 29-38 [doi]
- Segmentation of Geophysical Data: A Big Data Friendly ApproachDavid R. B. Stockwell, Ligang Zhang, Brijesh Verma. 39-47 [doi]
- 1Xerxes D. Arsiwalla, David Dalmazzo, Riccardo Zucca, Alberto Betella, Santiago Brandi, Enrique Martínez Bueno, Pedro Omedas, Paul F. M. J. Verschure. 48-55 [doi]
- The Art of Encephalography to Understand and Discriminate Higher Cognitive Functions Visualizing Big Data on Brain Imaging Using Brain Dynamics MoviesJeffery Jonathan Joshua Davis, Robert Kozma, Walter J. Freeman. 56-63 [doi]
- Fast £1-norm Nearest Neighbor Search Using A Simple Variant of Randomized Partition TreeKaushik Sinha. 64-73 [doi]
- Quantum-Inspired Features and Parameter Optimization of Spiking Neural Networks for a Case Study from AtmosphericMarcelo C. Cardoso, Marco Silva, Marley M. B. R. Vellasco, Edson Cataldo. 74-81 [doi]
- A Computational Framework for Implementation of Neural Networks on Multi-Core MachineWenduo Wang, Yi Murphey, Paul Watta. 82-91 [doi]
- Comparison of Adaptive Neuro-Fuzzy Inference Systems and Echo State Networks for PV Power PredictionIroshani Jayawardene, Ganesh K. Venayagamoorthy. 92-102 [doi]
- Don't Pay for Validation: Detecting Drifts from Unlabeled data Using Margin DensityTegjyot Singh Sethi, Mehmed Kantardzic. 103-112 [doi]
- Using Noise to Speed up Markov Chain Monte Carlo EstimationBrandon Franzke, Bart Kosko. 113-120 [doi]
- Big Data Analytics in the Cloud: Spark on Hadoop vs MPI/OpenMP on BeowulfJorge Luis Reyes-Ortiz, Luca Oneto, Davide Anguita. 121-130 [doi]
- An Investigation of Parallel Road Map Inference from Big GPS Traces DataWiam Elleuch, Ali Wali, Adel M. Alimi. 131-140 [doi]
- Big Data Analytics as a Service for Affective Humanoid Service RobotsMing Jiang, Li Zhang. 141-148 [doi]
- HiClus: Highly Scalable Density-based Clustering with Heterogeneous CloudChun-Chieh Chen, Ming-Syan Chen. 149-157 [doi]
- Micro-Batching Growing Neural Gas for Clustering Data Streams Using Spark StreamingMohammed Ghesmoune, Mustapha Lebbah, Hanene Azzag. 158-166 [doi]
- On the Distributed Implementation of Unsupervised Extreme Learning Machines for Big DataYara Rizk, Mariette Awad. 167-174 [doi]
- Large-Scale Monitoring for Cyber Attacks by Using Cluster Information on Darknet Traffic FeaturesHironori Nishikaze, Seiichi Ozawa, Jun Kitazono, Tao Ban, Junji Nakazato, Jumpei Shimamura. 175-182 [doi]
- A Time Series Clustering Technique based on Community Detection in NetworksLeonardo Nascimento Ferreira, Liang Zhao. 183-190 [doi]
- Evolving Gustafson-kessel Possibilistic c-Means ClusteringIgor Skrjanc, Dejan Dovzan. 191-198 [doi]
- Ontology-based Sentiment Analysis Process for Social Media ContentPratik Thakor, Sreela Sasi. 199-207 [doi]
- Active Manifold Learning with Twitter Big DataCatarina Silva, Mário João Gonçalves Antunes, Joana Cósta, Bernardete Ribeiro. 208-215 [doi]
- MapReduce Based Text Detection in Big Data Natural Scene VideosAbdelkarim Ben Ayed, Mohamed Ben Halima, Adel M. Alimi. 216-223 [doi]
- Automated Detection of Human Users in TwitterMiguel A. Fernandes, Pretesh B. Patel, Tshilidzi Marwala. 224-231 [doi]
- Toward a Framework for Improving the Execution of the Big Data ApplicationsWissem Abbes, Zied Kechaou, Adel M. Alimi. 232-238 [doi]
- Low-Rank Tensor Recovery for Geo-Demand Estimation in Online RetailingLong He, Zhiwei (Tony) Qin, Jagtej Bewli. 239-247 [doi]
- Instance Selection with Ant Colony OptimizationIsmail M. Anwar, Khalid M. Salama, Ashraf M. Abdelbar. 248-256 [doi]
- Formulation of the Tree Approximation Problem as a Detection Problem and Relation between the AUC and Information Theory DivergencesNavid Tafaghodi Khajavi, Anthony Kuh. 257-264 [doi]
- Leveraging Big Data to Model the Likelihood of Developing Psychological Conditions After a ConcussionFilip Dabek, Jesus J. Caban. 265-273 [doi]
- Extracting Clinical Relations in Electronic Health Records Using Enriched Parse TreesJisung Kim, Yoonsuck Choe, Klaus Mueller. 274-283 [doi]
- Building Efficient Probability Transition Matrix Using Machine Learning from Big Data for Personalized Route PredictionXipeng Wang, Yuan Ma, Junru Di, Yi Li Murphey, Shiqi Qiu, Johannes Kristinsson, Jason Meyer, Finn Tseng, Timothy Feldkamp. 284-291 [doi]
- Towards an Offloading Framework based on Big Data Analytics in Mobile Cloud Computing EnvironmentsHamdi Kchaou, Zied Kechaou, Adel M. Alimi. 292-297 [doi]
- MapReduce SVM GameCraig M. Vineyard, Stephen J. Verzi, Conrad D. James, James B. Aimone, Gregory L. Heileman. 298-307 [doi]
- Scalability of Stochastic Gradient Descent based on "Smart" Sampling TechniquesStéphan Clémençon, Aurélien Bellet, Ons Jelassi, Guillaume Papa. 308-315 [doi]
- WWN-8: Incremental Online Stereo with Shape-from-X Using Life-Long Big Data from Multiple ModalitiesMojtaba Solgi, Juyang Weng. 316-326 [doi]
- A MapReduce Cortical Algorithms Implementation for Unsupervised Learning of Big DataNadine Hajj, Yara Rizk, Mariette Awad. 327-334 [doi]
- Learning Morphological Transformations with Recurrent Neural NetworksSaurav Biswas, Thomas M. Breuel. 335-344 [doi]
- A Classification Algorithm for High-dimensional DataAsim Roy. 345-355 [doi]
- A Localist Paradigm for Big DataTsvi Achler. 356-364 [doi]
- Robust Discovery of Temporal Structure in Multi-neuron Recordings Using Hopfield NetworksChristopher J. Hillar, Felix Effenberger. 365-374 [doi]
- EEG-based Subject Independent Affective Computing ModelsLachezar Bozhkov, Petia Georgieva, Isabel M. Santos, Ana Teresa Pereira, Carlos Silva. 375-382 [doi]
- A New Multi-channels Sequence Recognition Framework Using Deep Convolutional Neural NetworkRunfeng Zhang, Chunping Li, Daoyuan Jia. 383-390 [doi]
- Generic Object Recognition with Local Receptive Fields Based Extreme Learning MachineZuo Bai, Liyanaarachchi Lekamalage Chamara Kasun, Guang-Bin Huang. 391-399 [doi]
- Efficient Skin Segmentation via Neural Networks: HP-ELM and BD-SOMC. Swaney, Anton Akusok, Kaj-Mikael Björk, Yoan Miché, Amaury Lendasse. 400-409 [doi]
- Dynamic Phase and Group Detection in Pedestrian Crowd Data Using Multiplex Visibility GraphsColin Stephen. 410-419 [doi]
- Regularized Extreme Learning Machine for Large-scale Media Content AnalysisAlexandros Iosifidis, Anastasios Tefas, Ioannis Pitas. 420-427 [doi]
- Approaching Camera-based Real-World Navigation Using Object RecognitionZejia Zheng, Xie He, Juyang Weng. 428-436 [doi]
- Condition Based Maintenance in Railway Transportation Systems Based on Big Data Streaming AnalysisEmanuele Fumeo, Luca Oneto, Davide Anguita. 437-446 [doi]
- Evaluation of Self-Organized Approach for Predicting Compressor Faults in a City Bus FleetYuantao Fan, Slawomir Nowaczyk, Thorsteinn S. Rögnvaldsson. 447-456 [doi]
- Railway Assets: A Potential Domain for Big Data AnalyticsAdithya Thaduri, Diego Galar, Uday Kumar. 457-467 [doi]
- Learning from Distributed Data Sources Using Random Vector Functional-Link NetworksSimone Scardapane, Massimo Panella, Danilo Comminiello, Aurelio Uncini. 468-477 [doi]
- Navigating a Robot through Big Visual Sensory DataAbdulrahman Altahhan. 478-485 [doi]