- David Carrera-Casado, Ramon Ferrer-i-Cancho:
The advent and fall of a vocabulary learning bias from communicative efficiency. CoRR abs/2105.11519 (2021) - Daniel Rivas-Barragan, Francesc Guim, Jordà Polo, David Carrera:
Large-Scale Video Analytics through Object-Level Consolidation. CoRR abs/2111.15451 (2021) - 2020
- Danae Carreras-García, David Delgado-Gómez, Enrique Baca-García, Antonio Artés-Rodríguez:
A Probabilistic Patient Scheduling Model with Time Variable Slots. Comput. Math. Methods Medicine 2020: 9727096:1-9727096:10 (2020) - Alberto Gutierrez-Torre, Josep Lluís Berral, David Buchaca Prats, Marc Guevara, Albert Soret, David Carrera:
Improving maritime traffic emission estimations on missing data with CRBMs. Eng. Appl. Artif. Intell. 94: 103793 (2020) - Danae Carreras-García, David Delgado-Gómez, Fernando Llorente-Fernández, Ana Arribas-Gil:
Patient No-Show Prediction: A Systematic Literature Review. Entropy 22(6): 675 (2020) - Paolo Meloni, Daniela Loi, Gianfranco Deriu, Marco Carreras, Francesco Conti, Alessandro Capotondi, Davide Rossi:
Exploring NEURAghe: A Customizable Template for APSoC-Based CNN Inference at the Edge. IEEE Embed. Syst. Lett. 12(2): 62-65 (2020) - Shuja-ur-Rehman Baig, Waheed Iqbal, Josep Lluis Berral, David Carrera:
Adaptive sliding windows for improved estimation of data center resource utilization. Future Gener. Comput. Syst. 104: 212-224 (2020) - Zoran Jaksic, Nicola Cadenelli, David Buchaca Prats, Jordà Polo, Josep Lluis Berral, David Carrera:
A highly parameterizable framework for Conditional Restricted Boltzmann Machine based workloads accelerated with FPGAs and OpenCL. Future Gener. Comput. Syst. 104: 201-211 (2020) - David Buchaca Prats, Joan Marcual, Josep Lluis Berral, David Carrera:
Sequence-to-sequence models for workload interference prediction on batch processing datacenters. Future Gener. Comput. Syst. 110: 155-166 (2020) - Nur Zincir-Heywood, Giuliano Casale, David Carrera, Lydia Y. Chen, Amogh Dhamdhere, Takeru Inoue, Hanan Lutfiyya, Taghrid Samak:
Guest Editorial: Special Section on Data Analytics and Machine Learning for Network and Service Management-Part I. IEEE Trans. Netw. Serv. Manag. 17(4): 1971-1974 (2020) - Benjamin A. Carreras, José Miguel Reynolds-Barredo, David E. Newman, Ian Dobson:
The Impact of Incorporating Wind Energy in the Electric Grid. HICSS 2020: 1-9 - David Buchaca Prats, Joan Marcual, Josep Lluís Berral, David Carrera:
Sequence-to-sequence models for workload interference. CoRR abs/2006.14429 (2020) - Nicolás Poggi, Alejandro Montero, David Carrera:
Characterizing BigBench queries, Hive, and Spark in multi-cloud environments. CoRR abs/2007.02800 (2020) - Álvaro Villalba, David Carrera:
Multi-tenant Pub/Sub Processing for Real-time Data Streams. CoRR abs/2007.02802 (2020) - Aaron Call, Jordà Polo, David Carrera, Francesc Guim, Sujoy Sen:
Disaggregating Non-Volatile Memory for Throughput-Oriented Genomics Workloads. CoRR abs/2007.02813 (2020) - Alberto Gutierrez-Torre, Josep Lluis Berral, David Buchaca Prats, Marc Guevara, Albert Soret, David Carrera:
Improving Maritime Traffic Emission Estimations on Missing Data with CRBMs. CoRR abs/2009.03001 (2020) - 2019
- Himar Fabelo, Samuel Ortega, Adam Szolna, Diederik Bulters, Juan F. Piñeiro, Silvester Kabwama, Aruma J. O'Shanahan, Harry Bulstrode, Sara Bisshopp, Bangalore Ravi Kiran, Daniele Ravì, Raquel Lazcano, Daniel Madroñal, Coralia Sosa, Carlos Espino Palma, Mariano Márquez, Maria De La Luz Plaza, Rafael Camacho, David Carrera, María Hernández, Gustavo Marrero Callicó, Jesús Morera, Bogdan Stanciulescu, Guang-Zhong Yang, Rubén Salvador, Eduardo Juárez Martínez, César Sanz, Roberto Sarmiento:
In-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection. IEEE Access 7: 39098-39116 (2019) - Nicola Cadenelli, Zoran Jaksic, Jordà Polo, David Carrera:
Considerations in using OpenCL on GPUs and FPGAs for throughput-oriented genomics workloads. Future Gener. Comput. Syst. 94: 148-159 (2019) - Juan David Hernández, Eduard Vidal, Mark Moll, Narcís Palomeras, Marc Carreras, Lydia E. Kavraki:
Online motion planning for unexplored underwater environments using autonomous underwater vehicles. J. Field Robotics 36(2): 370-396 (2019) - Himar Fabelo, Martin T. Halicek, Samuel Ortega, Maysam Shahedi, Adam Szolna, Juan F. Piñeiro, Coralia Sosa, Aruma J. O'Shanahan, Sara Bisshopp, Carlos Espino Palma, Mariano Márquez, María Hernández, David Carrera, Jesús Morera, Gustavo Marrero Callicó, Roberto Sarmiento, Baowei Fei:
Deep Learning-Based Framework for In Vivo Identification of Glioblastoma Tumor using Hyperspectral Images of Human Brain. Sensors 19(4): 920 (2019) - Beatriz Martínez, Raquel León, Himar Fabelo, Samuel Ortega, Juan F. Piñeiro, Adam Szolna, María Hernández, Carlos Espino Palma, Aruma J. O'Shanahan, David Carrera, Sara Bisshopp, Coralia Sosa, Mariano Márquez, Rafael Camacho, Maria De La Luz Plaza, Jesús Morera, Gustavo Marrero Callicó:
Most Relevant Spectral Bands Identification for Brain Cancer Detection Using Hyperspectral Imaging. Sensors 19(24): 5481 (2019) - Eduard Vidal, Narcís Palomeras, Klemen Istenic, Juan David Hernández, Marc Carreras:
Two-Dimensional Frontier-Based Viewpoint Generation for Exploring and Mapping Underwater Environments. Sensors 19(6): 1460 (2019) - Shuja-ur-Rehman Baig, Waheed Iqbal, Josep Lluis Berral, Abdelkarim Erradi, David Carrera:
Real-Time Data Center's Telemetry Reduction and Reconstruction Using Markov Chain Models. IEEE Syst. J. 13(4): 4039-4050 (2019) - Shuja Ur Rehman Baig, Waheed Iqbal, Josep Lluis Berral, Abdelkarim Erradi, David Carrera:
Adaptive Prediction Models for Data Center Resources Utilization Estimation. IEEE Trans. Netw. Serv. Manag. 16(4): 1681-1693 (2019) - David Carrera, Giuliano Casale, Takeru Inoue, Hanan Lutfiyya, Jia Wang, Nur Zincir-Heywood:
Guest Editorial: Special Issue on Novel Techniques in Big Data Analytics for Management. IEEE Trans. Netw. Serv. Manag. 16(3): 797-799 (2019) - Álvaro Villalba, Josep Lluis Berral, David Carrera:
Constant-Time Sliding Window Framework with Reduced Memory Footprint and Efficient Bulk Evictions. IEEE Trans. Parallel Distributed Syst. 30(3): 486-500 (2019) - Benjamin A. Carreras, José Miguel Reynolds-Barredo, Ian Dobson, David E. Newman:
Validating the OPA Cascading Blackout Model on a 19402 Bus Transmission Network with Both Mesh and Tree Structures. HICSS 2019: 1-10 - Eduard Vidal, Mark Moll, Narcís Palomeras, Juan David Hernández, Marc Carreras, Lydia E. Kavraki:
Online Multilayered Motion Planning with Dynamic Constraints for Autonomous Underwater Vehicles. ICRA 2019: 8936-8942 - Álvaro Villalba, David Carrera:
Constant- Time Approximate Sliding Window Framework with Error Control. ISORC 2019: 99-107 - Alberto Tremori, Arnau Carrera Viñas, David Solarna, Pilar Caamaño Sobrino, Sasha B. Godfrey:
Virtual Reality and Autonomous Systems to Enhance Underwater Situational and Spatial Awareness. MESAS 2019: 306-316