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ORCIDPedro Furtado 0001
Pedro N. Furtado – Pedro Nuno San-Bento Furtado
Person information
- affiliation: University of Coimbra, Portugal
Other persons with the same name
- Pedro Furtado 0002
![[0000-0003-2397-4716]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-2397-4716")
(aka: Pedro Gabriel Fonteles Furtado) — Hiroshima University, Department of Information Engineering, Japan
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2020 – today
- 2021
[j30]Pedro Furtado:
Testing Segmentation Popular Loss and Variations in Three Multiclass Medical Imaging Problems. J. Imaging 7(2): 16 (2021)- [c134]Pedro Furtado:
Using Segmentation Networks on Diabetic Retinopathy Lesions: Metrics, Results and Challenges. BIOIMAGING 2021: 128-135 - 2020
- [j29]Pedro Furtado, Manuel Caldeira, Pedro Martins:
Human Visual System vs Convolution Neural Networks in food recognition task: An empirical comparison. Comput. Vis. Image Underst. 191: 102878 (2020) - [j28]Manuel Caldeira, Pedro Martins, Rogério Luís de Carvalho Costa, Pedro Furtado:
Image Classification Benchmark (ICB). Expert Syst. Appl. 142 (2020) - [j27]Alfredo Cuzzocrea, Nickerson Ferreira, Pedro Furtado:
A rewrite/merge approach for supporting real-time data warehousing via lightweight data integration. J. Supercomput. 76(5): 3898-3922 (2020) - [c133]Pedro Furtado:
Segmentation of Diabetic Retinopathy Lesions by Deep Learning: Achievements and Limitations. BIOIMAGING 2020: 95-101 - [c132]Pedro Furtado:
Food Recognition: Can Deep Learning or Bag-of-Words Match Humans? BIOIMAGING 2020: 102-108 - [c131]Pedro Furtado:
Derivative, Regression and Time Series Analysis in SARS-CoV-2. DaWaK 2020: 208-220 - [c130]Pedro N. Furtado:
Influence of MRI modality on accuracy of deep learning segmentation of abdominal organs. DMIP 2020: 56-62 - [c129]Pedro Furtado:
Multi-class segmentation of Diabetic Retinopathy lesions: effects of metrics, improvements and loss. ICMLA 2020: 1410-1417 - [c128]Pedro Furtado:
Deep semantic segmentation of Diabetic Retinopathy lesions: what metrics really tell us. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 113170O - [p6]Pedro Furtado:
Classification vs Deep Learning in Cancer Degree on Limited Histopathology Datasets. AI and ML for Digital Pathology 2020: 175-194
2010 – 2019
- 2019
- [j26]Pedro Furtado, Pedro Martins, José Cecílio:
Influence of noise, light and shadows on image segmentation algorithms. Int. J. Appl. Pattern Recognit. 6(1): 30-42 (2019) - [c127]Manuel Caldeira, Pedro Martins, José Cecílio, Pedro Furtado:
Comparison Study on Convolution Neural Networks (CNNs) vs. Human Visual System (HVS). BDAS 2019: 111-125 - [c126]Pedro Furtado:
Objects characterization-based approach to enhance detection of degree of malignancy in breast cancer histopathology. Medical Imaging: Image Processing 2019: 109491R - 2018
- [c125]José Cecílio, Karen Duarte, Pedro Martins, Pedro Furtado:
RobustPathFinder: Handling Uncertainty in Indoor Positioning Techniques. ANT/SEIT 2018: 408-415 - [c124]Maryam Abbasi, Pedro Martins, José Cecílio, João Pedro Costa, Pedro Furtado:
SINGLE vs. MapReduce vs. Relational: Predicting Query Execution Time. BDAS 2018: 63-74 - 2017
- [j25]Pedro Martins, Igor Cruz, José Cecílio, Maryam Abbasi, Pedro Furtado:
Approaches for image segmentation applied to food. Int. J. Appl. Pattern Recognit. 4(2): 161-180 (2017) - [c123]José Cecílio, Pedro Martins, Pedro Furtado:
Planning for Heterogeneous IoT with Time Guaranties. ANT/SEIT 2017: 249-256 - [c122]Pedro Martins, Maryam Abbasi, José Cecílio, Pedro Furtado:
Integrating Map-Reduce and Stream-Processing for Efficiency (MRSP). BDAS 2017: 3-15 - [c121]Pedro Furtado, Carolina Travassos, Raquel Monteiro, Sara Pires de Oliveira, Carla Baptista, Francisco Carrilho:
Segmentation of Eye Fundus Images by density clustering in diabetic retinopathy. BHI 2017: 25-28 - [c120]Ana Filipa Rodrigues, Mariana Barros, Pedro Furtado:
Squizofrenia: Classification and correlation from MRI. BHI 2017: 381-384 - 2016
- [j24]Ladjel Bellatreche, Pedro Furtado, Mukesh K. Mohania:
Guest Editorial: A Special Issue in Physical Design for Big Data Warehousing and Mining. Distributed Parallel Databases 34(3): 289-292 (2016) - [c119]José Cecílio, João Andrade, Pedro Martins, Miguel Castelo-Branco, Pedro Furtado:
BCI Framework Based on Games to Teach People With Cognitive and Motor Limitations. ANT/SEIT 2016: 74-81 - [c118]Pedro Martins, Maryam Abbasi, Pedro Furtado:
AScale: Auto-Scale in and out ETL+Q Framework. BDAS 2016: 303-314 - [c117]Pedro Martins, Maryam Abbasi, Pedro Furtado:
AScale: Big/Small Data ETL and Real-Time Data Freshness. BDAS 2016: 315-327 - [c116]Pedro Martins, José Cecílio, Maryam Abbasi, Pedro Furtado:
GISB: A Benchmark for Geographic Map Information Extraction. BDAS 2016: 600-609 - [c115]Pedro Martins, José Cecílio, Maryam Abbasi, Pedro Furtado:
GPII: A Benchmark for Generic Purpose Image Information. C3S2E 2016: 119-122 - [c114]Pedro Furtado:
Scalability and Realtime on Big Data, MapReduce, NoSQL and Spark. eBISS 2016: 79-104 - [c113]Mahfoud Djedaini, Pedro Furtado, Nicolas Labroche, Patrick Marcel, Verónika Peralta:
Benchmarking Exploratory OLAP. TPCTC 2016: 61-77 - 2015
- [j23]Pedro Martins, Maryam Abbasi, Pedro Furtado:
AScale: automatically scaling the ETL+Q process for performance. Int. J. Bus. Process. Integr. Manag. 7(4): 300-313 (2015) - [j22]Veronika Abramova, Jorge Bernardino, Pedro Furtado:
SQL or NoSQL? Performance and scalability evaluation. Int. J. Bus. Process. Integr. Manag. 7(4): 314-321 (2015) - [j21]Rafael Almeida, Jorge Bernardino, Pedro Furtado:
Testing SQL and NoSQL approaches for big data warehouse systems. Int. J. Bus. Process. Integr. Manag. 7(4): 322-334 (2015) - [j20]Filipe Assunção, Manuel Levi, Pedro Furtado:
Comparing SQL and NoSQL approaches for clustering over big data. Int. J. Bus. Process. Integr. Manag. 7(4): 335-344 (2015) - [j19]Joao Sa Sousa, Tiago Mateus, Pedro Furtado:
Scalability architecture for a secure big data system. Int. J. Bus. Process. Integr. Manag. 7(4): 345-363 (2015) - [j18]Melyssa Barata, Jorge Bernardino, Pedro Furtado:
Cassandra: what it does and what it does not and benchmarking. Int. J. Bus. Process. Integr. Manag. 7(4): 364-371 (2015) - [j17]João Pedro Costa, Pedro Furtado:
Data Warehouse Processing Scale-Up for Massive Concurrent Queries with SPIN. Trans. Large Scale Data Knowl. Centered Syst. 17: 1-23 (2015) - [j16]Rogério Luís de Carvalho Costa, Pedro Furtado:
Elections and Reputation for High Dependability and Performance in Distributed Workload Execution. IEEE Trans. Parallel Distributed Syst. 26(8): 2233-2246 (2015) - [c112]Pedro Martins, Maryam Abbasi, Pedro Furtado:
AutoScale: Automatic ETL Scale Process. ADBIS (Short Papers and Workshops) 2015: 20-27 - [c111]José Cecílio, Karen Duarte, Pedro Furtado:
BlindeDroid: An Information Tracking System for Real-time Guiding of Blind People. ANT/SEIT 2015: 113-120 - [c110]Rafael Almeida, Pedro Furtado, Jorge Bernardino:
Performance Evaluation MySQL InnoDB and Microsoft SQL Server 2012 for Decision Support Environments. C3S2E 2015: 56-62 - [c109]Pedro Furtado, Sergi Nadal, Verónika Peralta, Mahfoud Djedaini, Nicolas Labroche, Patrick Marcel:
Materializing Baseline Views for Deviation Detection Exploratory OLAP. DaWaK 2015: 243-254 - [c108]Maximiliano Ariel López, Sergi Nadal, Mahfoud Djedaini, Patrick Marcel, Verónika Peralta, Pedro Furtado:
An Approach for Alert Raising in Real-Time Data Warehouses. EDA 2015: 145-160 - [c107]Nuno Laranjeiro, Pedro Furtado, Marco Vieira:
IEEE Services Visionary Track on Dependable and Secure Services (DSS 2015). SERVICES 2015: 302 - [c106]Melyssa Barata, Jorge Bernardino, Pedro Furtado:
An Overview of Decision Support Benchmarks: TPC-DS, TPC-H and SSB. WorldCIST (1) 2015: 619-628 - [c105]Hugo Barrigas, Daniel Barrigas, Melyssa Barata, Jorge Bernardino, Pedro Furtado:
Scalability of Facebook Architecture. WorldCIST (1) 2015: 763-772 - 2014
- [b2]José Cecílio, Pedro Furtado:
Wireless Sensors in Industrial Time-Critical Environments. Computer Communications and Networks, Springer 2014, ISBN 978-3-319-02888-0, pp. 1-122 - [b1]José Cecílio, Pedro Furtado:
Wireless Sensors in Heterogeneous Networked Systems - Configuration and Operation Middleware. Computer Communications and Networks, Springer 2014, ISBN 978-3-319-09279-9, pp. 1-126 - [j15]Pedro Martins, Pedro Furtado:
DynLW: balancing and scalability for heavy dynamic stream-DB workloads. Int. J. Bus. Intell. Data Min. 9(1): 15-30 (2014) - [j14]Veronika Abramova, Jorge Bernardino, Pedro Furtado:
Which NoSQL Database? A Performance Overview. Open J. Databases 1(2): 17-24 (2014) - [j13]José Cecílio, Pedro Furtado:
Architecture for Uniform (Re)Configuration and Processing Over Embedded Sensor and Actuator Networks. IEEE Trans. Ind. Informatics 10(1): 53-60 (2014) - [c104]Pedro Martins, Maryam Abbasi, Pedro Furtado:
AuDy: Automatic Dynamic Least-Weight Balancing for Stream Workloads Scalability. BigData Congress 2014: 176-183 - [c103]Melyssa Barata, Jorge Bernardino, Pedro Furtado:
YCSB and TPC-H: Big Data and Decision Support Benchmarks. BigData Congress 2014: 800-801 - [c102]Filipe Araújo, Marília Curado, Pedro Furtado, Raul Barbosa:
Taking an electronic ticketing system to the cloud: Design and discussion. IEEE BigData 2014: 1-10 - [c101]Alfredo Cuzzocrea, Nickerson Ferreira, Pedro Furtado:
Real-Time Data Warehousing: A Rewrite/Merge Approach. DaWaK 2014: 78-88 - [c100]João Pedro Costa, Pedro Furtado:
Improving the Processing of DW Star-Queries under Concurrent Query Workloads. DaWaK 2014: 245-253 - [c99]Melyssa Barata, Jorge Bernardino, Pedro Furtado:
Survey on Big Data and Decision Support Benchmarks. DEXA (2) 2014: 174-182 - [c98]Veronika Abramova, Jorge Bernardino, Pedro Furtado:
Evaluating Cassandra Scalability with YCSB. DEXA (2) 2014: 199-207 - [c97]José Cecílio, Pedro Furtado:
Planning for time-critical heterogeneous wired plus wireless industrial networks. ICARCV 2014: 1124-1129 - [c96]Karen Duarte, José Cecílio, Pedro Furtado:
Overview of assistive technologies for the blind: Navigation and shopping. ICARCV 2014: 1929-1934 - [c95]Alfredo Cuzzocrea, José Cecílio, Pedro Furtado:
An Effective and Efficient Middleware for Supporting Distributed Query Processing in Large-Scale Cyber-Physical Systems. IDCS 2014: 124-135 - [c94]Rogério Luís de Carvalho Costa, Pedro Furtado:
Express execution lines and execution time estimation. IDEAS 2014: 302-305 - [c93]Hugo Barrigas, Daniel Barrigas, Melyssa Barata, Pedro Furtado, Jorge Bernardino:
Overview of Facebook scalable architecture. ISDOC 2014: 173-176 - [c92]Alfredo Cuzzocrea, Nickerson Ferreira, Pedro Furtado:
Enhancing Traditional Data Warehousing Architectures with Real-Time Capabilities. ISMIS 2014: 456-465 - [c91]Alfredo Cuzzocrea, José Cecílio, Pedro Furtado:
StreamOp: An Innovative Middleware for Supporting Data Management and Query Functionalities over Sensor Network Streams Efficiently. NBiS 2014: 310-317 - [c90]Nuno Laranjeiro, Pedro Furtado, Marco Vieira:
IEEE International Workshop on Dependable and Secure Services (DSS 2014). SERVICES 2014: 198-199 - [c89]Veronika Abramova, Jorge Bernardino, Pedro Furtado:
Testing Cloud Benchmark Scalability with Cassandra. SERVICES 2014: 434-441 - [c88]José Cecílio, Pedro Furtado:
Middleware Solution for HealthCare IoT Applications. WICON 2014: 53-59 - [c87]Karen Duarte, José Cecílio, Pedro Furtado:
Easily Guiding of Blind: Providing Information and Navigation - SmartNav. WICON 2014: 129-134 - [c86]Nuno Vasco Lopes, Filipe Mota Pinto, Pedro Furtado, Jorge Sá Silva:
IoT architecture proposal for disabled people. WiMob 2014: 152-158 - 2013
- [j12]Rogério Luís de Carvalho Costa, Pedro Furtado:
Providing Quality of Experience for Users: The Next DBMS Challenge. Computer 46(9): 86-93 (2013) - [j11]Nickerson Ferreira, Pedro Furtado:
Real-time data warehouse: a solution and evaluation. Int. J. Bus. Intell. Data Min. 8(3): 244-263 (2013) - [j10]Florian Waas, Robert Wrembel, Tobias Freudenreich, Maik Thiele, Christian Koncilia, Pedro Furtado:
On-Demand ELT Architecture for Right-Time BI: Extending the Vision. Int. J. Data Warehous. Min. 9(2): 21-38 (2013) - [j9]Pedro Furtado, José Cecílio:
Configuration and operation of networked control systems over heterogeneous WSANs. ACM Trans. Embed. Comput. Syst. 13(1s): 34:1-34:24 (2013) - [j8]Tony O'Donovan, James Brown, Felix Büsching, Alberto Cardoso, José Cecílio, Jose Manuel do Ó, Pedro Furtado, Paulo Gil, Anja Jugel, Wolf-Bastian Pöttner, Utz Roedig, Jorge Sá Silva, Ricardo M. Silva, Cormac J. Sreenan, Vasos Vassiliou, Thiemo Voigt, Lars C. Wolf, Zinon Zinonos:
The GINSENG system for wireless monitoring and control: Design and deployment experiences. ACM Trans. Sens. Networks 10(1): 4:1-4:40 (2013) - [c85]José Cecílio, João Pedro Costa, Pedro Martins, Nickerson Ferreira, Pedro Furtado:
Evaluating and Bounding Operations Performance in Heterogeneous Sensor and Actuator Networks with Wireless Components. ADHOC-NOW 2013: 111-122 - [c84]José Cecílio, João Pedro Costa, Pedro Martins, Nickerson Ferreira, Pedro Furtado:
MidSN - A Middleware for Uniform Configuration and Processing over Heterogeneous Sensor and Actuator Networks. ADHOC-NOW 2013: 123-135 - [c83]João Pedro Costa, Pedro Furtado:
SPIN: Concurrent Workload Scaling over Data Warehouses. DaWaK 2013: 60-71 - [c82]Pedro Furtado:
Efficient Time Aggregation and Querying of Flashed Streams in Constrained Motes. DEXA (2) 2013: 141-155 - [c81]Pedro Martins, Maryam Abbasi, Pedro Furtado:
Cloudy: heterogeneous middleware for in time queries processing. IDEAS 2013: 5-13 - [c80]Nickerson Ferreira, Pedro Martins, Pedro Furtado:
Near real-time with traditional data warehouse architectures: factors and how-to. IDEAS 2013: 68-75 - [c79]Pedro Furtado, José Cecílio:
Sensor streams middleware for easy configuration and processing in hybrid sensor network. SAC 2013: 1499-1504 - 2012
- [c78]Pedro Furtado:
TinyStream Sensors. CD-ARES 2012: 218-232 - [c77]Pedro Furtado, José Cecílio:
Application-Level Operations Latency Control in Networked WSAN. ADHOC-NOW 2012: 330-343 - [c76]José Cecílio, João Pedro Costa, Pedro Martins, Pedro Furtado:
A Modular Architecture for Reconfigurable Heterogeneous Networks with Embedded Devices. ADHOCNETS 2012: 260-274 - [c75]Tobias Freudenreich, Pedro Furtado, Christian Koncilia, Maik Thiele, Florian Waas, Robert Wrembel:
An On-Demand ELT Architecture for Real-Time BI. BIRTE 2012: 50-59 - [c74]Pedro Furtado:
Middleware and Language for Sensor Streams. DEXA (2) 2012: 207-214 - [c73]João Pedro Costa, José Cecílio, Pedro Martins, Pedro Furtado:
Overcoming the Scalability Limitations of Parallel Star Schema Data Warehouses. ICA3PP (1) 2012: 473-486 - [c72]José Cecílio, Pedro Furtado:
Providing timely actuation guarantees with heterogeneous SAN for industrial process control. ICARCV 2012: 943-948 - [c71]Pedro Furtado:
StreamDB Sensor Networks. ICTAI 2012: 1186-1193 - [c70]João Pedro Costa, Pedro Martins, José Cecílio, Pedro Furtado:
TEEPA: a timely-aware elastic parallel architecture. IDEAS 2012: 24-31 - [c69]José Cecílio, Pedro Martins, João Pedro Costa, Pedro Furtado:
State machine model-based middleware for control and processing in industrial wireless sensor and actuator networks. INDIN 2012: 1142-1147 - [c68]João Pedro Costa, Pedro Martins, José Cecílio, Pedro Furtado:
Providing Timely Results with an Elastic Parallel DW. ISMIS 2012: 415-424 - [c67]José Cecílio, Pedro Furtado:
Network Planning Tool with Traffic-adaptive Processing for Wireless Sensor Networks. SENSORNETS 2012: 59-64 - [c66]Pedro Furtado, José Cecílio:
Controlling operation and timings in distributed sensor networks with wireless components. SMC 2012: 1598-1603 - [c65]José Cecílio, Pedro Furtado:
Lego-like middleware for heterogeneous sensor and actuator networks. WOWMOM 2012: 1-3 - [c64]José Cecílio, Pedro Furtado:
A State-Machine Model for Reliability Eliciting over Wireless Sensor and Actuator Networks. ANT/MobiWIS 2012: 422-431 - 2011
- [j7]Rogério Luís de Carvalho Costa, Pedro N. Furtado:
Quality of experience in distributed databases. Distributed Parallel Databases 29(5-6): 361-396 (2011) - [c63]José Cecílio, João Pedro Costa, Pedro Martins, Pedro Furtado:
Configuration Interface for Industrial Wireless Sensor Networks. AINA Workshops 2011: 447-452 - [c62]João Pedro Costa, José Cecílio, Pedro Martins, Pedro Furtado:
Blending OLAP Processing with Real-Time Data Streams. DASFAA (2) 2011: 446-449 - [c61]João Pedro Costa, José Cecílio, Pedro Martins, Pedro Furtado:
ONE: A Predictable and Scalable DW Model. DaWaK 2011: 1-13 - [c60]Pedro Martins, João Pedro Costa, José Cecílio, Pedro Furtado:
VarDB: High-Performance Warehouse Processing with Massive Ordering and Binary Search. DaWaK 2011: 184-195 - [c59]José Cecílio, Pedro Furtado:
Configuration and data processing over a heterogeneous wireless sensor networks. DCOSS 2011: 1-5 - [c58]Wolf-Bastian Pöttner, Lars C. Wolf, José Cecílio, Pedro Furtado, Ricardo M. Silva, Jorge Sá Silva, Amâncio Santos, Paulo Gil, Alberto Cardoso, Zinon Zinonos, Jose Manuel do Ó, Ben McCarthy, James Brown, Utz Roedig, Tony O'Donovan, Cormac J. Sreenan, Zhitao He, Thiemo Voigt, Anja Jugel:
WSN evaluation in industrial environments first results and lessons learned. DCOSS 2011: 1-8 - [c57]João Pedro Costa, José Cecílio, Pedro Martins, Pedro Furtado:
A predictable storage model for scalable parallel DW. IDEAS 2011: 26-33 - [c56]José Cecílio, João Pedro Costa, Pedro Martins, Pedro Furtado:
Device-Independent Middleware for Industrial Wireless Sensor Networks. ISPA 2011: 143-148 - [c55]José Cecílio, Pedro Furtado:
Distributed configuration and processing for industrial sensor networks. MidSens 2011: 4 - [c54]José Cecílio, João Pedro Costa, Pedro Martins, Pedro Furtado:
Providing Alarm Delivery Guarantees in High-rate Industrial Wireless Sensor Network Deployments. PECCS 2011: 427-433 - [p5]Pedro Furtado:
A Survey of Parallel and Distributed Data Warehouses. Integrations of Data Warehousing, Data Mining and Database Technologies 2011: 148-169 - 2010
- [c53]João Pedro Costa, Pedro Martins, José Cecílio, Pedro Furtado:
StreamNetFlux: birth of transparent integrated CEP-DBs. DEBS 2010: 101-102 - [c52]José Cecílio, João Pedro Costa, Pedro Martins, Pedro Furtado:
GinConf: A Configuration and Execution Interface for Wireless Sensor Network in Industrial Context. REALWSN 2010: 190-193 - [p4]Rogério Luís de Carvalho Costa, Pedro Furtado:
Deploying Data Warehouses in Grids with Efficiency and Availability. Complex Data Warehousing and Knowledge Discovery for Advanced Retrieval Development 2010: 208-229 - [p3]José Cecílio, João Pedro Costa, Pedro Furtado:
Survey on Data Routing in Wireless Sensor Networks. Wireless Sensor Network Technologies for the Information Explosion Era 2010: 3-46
2000 – 2009
- 2009
- [j6]Pedro Furtado:
Model and procedure for performance and availability-wise parallel warehouses. Distributed Parallel Databases 25(1-2): 71-96 (2009) - [j5]