Eduardo Pérez

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 43

Top Topics

Cancer Diagnosis

Ultrasound Imaging

Top Venues

Publications

Jianan Wen, Fabian Luis Vargas, Fukun Zhu, Daniel Reiser, Andrea Baroni, Markus Fritscher, Eduardo Pérez, Marc Reichenbach, Christian Wenger, Milos Krstic
Cycle-Accurate FPGA Emulation of RRAM Crossbar Array: Efficient Device and Variability Modeling with Energy Consumption Assessment. LATS (2024)
Han Wang, Yiming Zhou, Eduardo Pérez, Florian Römer
Jointly Learning Selection Matrices for Transmitters, Receivers and Fourier Coefficients in Multichannel Imaging. ICASSP (2024)
Eduardo Pérez, Sebastián Ventura
A framework to build accurate Convolutional Neural Network models for melanoma diagnosis. Knowl. Based Syst. 260 (2023)
Oscar Gabriel Reyes Pupo, Eduardo Pérez
Performing Cancer Diagnosis via an Isoform Expression Ranking-based LSTM Model. ACM Trans. Intell. Syst. Technol. 14 (6) (2023)
Eduardo Pérez, Oscar Gabriel Reyes Pupo
Performing Melanoma Diagnosis by an Effective Multi-view Convolutional Network Architecture. Int. J. Comput. Vis. 131 (11) (2023)
Ozan Cakiroglu, Eduardo Pérez, Florian Roemer, Martin Schiffner
Autoencoder-Based Learning of Transmission Parameters in Fast Pulse-Echo Ultrasound Imaging Employing Sparse Recovery. CAMSAP (2023)
Han Wang, Eduardo Pérez, Florian Römer
Deep Learning-Based Optimal Spatial Subsampling in Ultrasound Nondestructive Testing. EUSIPCO (2023)
Max Uhlmann, Emilio Pérez-Bosch Quesada, Markus Fritscher, Eduardo Pérez, Markus Andreas Schubert, Marc Reichenbach, Philip Ostrovskyy, Christian Wenger, Gerhard Kahmen
One-Transistor-Multiple-RRAM Cells for Energy-Efficient In-Memory Computing. NEWCAS (2023)
Ozan Cakiroglu, Eduardo Pérez, Florian Roemer, Martin Schiffner
Optimization of Transmission Parameters in Fast Pulse-Echo Ultrasound Imaging Using Sparse Recovery. EUSIPCO (2023)
Eduardo Pérez, Sebastián Ventura
Progressive growing of Generative Adversarial Networks for improving data augmentation and skin cancer diagnosis. Artif. Intell. Medicine 141 (2023)
Max Uhlmann, Tommaso Rizzi, Jianan Wen, Emilio Pérez-Bosch Quesada, Bakr Al Beattie, Karlheinz Ochs, Eduardo Pérez, Philip Ostrovskyy, Corrado Carta, Christian Wenger, Gerhard Kahmen
LUT-based RRAM Model for Neural Accelerator Circuit Simulation. NANOARCH (2023)
Nicolas Bogun, Emilio Pérez-Bosch Quesada, Eduardo Pérez, Christian Wenger, Alexander Kloes, Mike Schwarz
Analytical Calculation of Inference in Memristor-based Stochastic Artificial Neural Networks. MIXDES (2022)
Piergiulio Mannocci, Andrea Baroni, Enrico Melacarne, Cristian Zambelli, Piero Olivo, Eduardo Pérez, Christian Wenger, Daniele Ielmini
Experimental verification and benchmark of in-memory principal component analysis by crosspoint arrays of resistive switching memory. ISCAS (2022)
Artem Glukhov, Valerio Milo, Andrea Baroni, Nicola Lepri, Cristian Zambelli, Piero Olivo, Eduardo Pérez, Christian Wenger, Daniele Ielmini
Statistical model of program/verify algorithms in resistive-switching memories for in-memory neural network accelerators. IRPS (2022)
Eduardo Pérez, Raúl Parada, Carlos Monzo
Global Emergency System Based on WPAN and LPWAN Hybrid Networks. Sensors 22 (20) (2022)
Artem Glukhov, Nicola Lepri, Valerio Milo, Andrea Baroni, Cristian Zambelli, Piero Olivo, Eduardo Pérez, Christian Wenger, Daniele Ielmini
End-to-end modeling of variability-aware neural networks based on resistive-switching memory arrays. VLSI-SoC (2022)
Eduardo Pérez, Emanuele Zappa
Video Motion Magnification to Improve the Accuracy of Vision-Based Vibration Measurements. IEEE Trans. Instrum. Meas. 71 (2022)
Eduardo Pérez
A simulation-driven online scheduling algorithm for the maintenance and operation of wind farm systems. Simul. 98 (1) (2022)
Eduardo Pérez
An Appointment Planning Algorithm for Reducing Patient Check-In Waiting Times in Multispecialty Outpatient Clinics. Oper. Res. Forum 3 (3) (2022)
Sayako Kodera, Florian Römer, Eduardo Pérez, Jan Kirchhof, Fabian Krieg
Deep Learning Aided Interpolation of Spatio-Temporal Nonstationary Data. EUSIPCO (2022)
Eduardo Pérez, Sebastián Ventura
Multi-view Deep Neural Networks for multiclass skin lesion diagnosis. COINS (2022)
Eduardo Pérez, Sebastián Ventura
An ensemble-based convolutional neural network model powered by a genetic algorithm for melanoma diagnosis. Neural Comput. Appl. 34 (13) (2022)
Eduardo Pérez, Oscar Gabriel Reyes Pupo, Sebastián Ventura
Convolutional neural networks for the automatic diagnosis of melanoma: An extensive experimental study. Medical Image Anal. 67 (2021)
Eduardo Pérez, Logan Taunton, Jorge A. Sefair
A Simulation-Optimization Approach to Improve the Allocation of Security Screening Resources in Airport Terminal Checkpoints. WSC (2021)
Dmytro Petryk, Zoya Dyka, Eduardo Pérez, Ievgen Kabin, Jens Katzer, Jan Schäffner, Peter Langendörfer
-based RRAM Cells to Laser Irradiation. Microprocess. Microsystems 87 (2021)
Dmytro Petryk, Zoya Dyka, Eduardo Pérez, Mamathamba Kalishettyhalli Mahadevaiaha, Ievgen Kabin, Christian Wenger, Peter Langendörfer
Evaluation of the Sensitivity of RRAM Cells to Optical Fault Injection Attacks. CoRR (2021)
Rick Pandey, Jan Kirchhof, Fabian Krieg, Eduardo Pérez, Florian Römer
Preprocessing of Freehand Ultrasound Synthetic Aperture Measurements using DNN. EUSIPCO (2021)
Valerio Milo, Francesco Anzalone, Cristian Zambelli, Eduardo Pérez, Mamathamba Kalishettyhalli Mahadevaiah, Oscar Gonzalez Ossorio, Piero Olivo, Christian Wenger, Daniele Ielmini
Optimized programming algorithms for multilevel RRAM in hardware neural networks. IRPS (2021)
Emilio Pérez-Bosch Quesada, Eduardo Pérez, Mamathamba Kalishettyhalli Mahadevaiaha, Christian Wenger
Memristive-based in-memory computing: from device to large-scale CMOS integration. Neuromorph. Comput. Eng. 1 (2) (2021)
Eduardo Pérez, Jan Kirchhof, Sebastian Semper, Fabian Krieg, Florian Römer
Cramér-Rao Bounds for Flaw Localization in Subsampled Multistatic Multichannel Ultrasound Ndt Data. ICASSP (2020)
Antonio J. Pérez-Ávila, Gerardo González-Cordero, Eduardo Pérez, Emilio Pérez-Bosch Quesada, Mamathamba Kalishettyhalli Mahadevaiaha, Christian Wenger, Juan Bautista Roldán, Francisco Jiménez-Molinos
Behavioral modeling of multilevel HfO2-based memristors for neuromorphic circuit simulation. DCIS (2020)
Eduardo Pérez, Jan Kirchhof, Fabian Krieg, Florian Römer
Subsampling Approaches for Compressed Sensing with Ultrasound Arrays in Non-Destructive Testing. Sensors 20 (23) (2020)
Eduardo Pérez, Vivekanand Anandhan, Clara Novoa
A Simulation-Based Planning Methodology for Decreasing Patient Waiting Times in Pure Walk-In Clinics. Int. J. Inf. Syst. Serv. Sect. 12 (3) (2020)
Dmytro Petryk, Zoya Dyka, Eduardo Pérez, Mamathamba Kalishettyhalli Mahadevaiaha, Ievgen Kabin, Christian Wenger, Peter Langendörfer
Evaluation of the Sensitivity of RRAM Cells to Optical Fault Injection Attacks. DSD (2020)
Oscar Gabriel Reyes Pupo, Eduardo Pérez, Raúl M. Luque, Justo Castaño, Sebastián Ventura
A supervised machine learning-based methodology for analyzing dysregulation in splicing machinery: An application in cancer diagnosis. Artif. Intell. Medicine 108 (2020)
M. K. Mahadevaiah, Eduardo Pérez, Christian Wenger, Alessandro Grossi, Cristian Zambelli, Piero Olivo, Finn Zahari, Hermann Kohlstedt, Martin Ziegler
Reliability of CMOS Integrated Memristive HfO2 Arrays with Respect to Neuromorphic Computing. IRPS (2019)
Nicola Lupo, Eduardo Pérez, Christian Wenger, Franco Maloberti, Edoardo Bonizzoni
Analysis of Parasitic Effects in Filamentary-Switching Memristive Memories Using an Approximated Verilog-A Memristor Model. IEEE Trans. Circuits Syst. I Regul. Pap. (5) (2019)
Valerio Milo, Cristian Zambelli, Piero Olivo, Eduardo Pérez, Oscar Gonzalez Ossorio, Christian Wenger, Daniele Ielmini
Low-energy inference machine with multilevel HfO2 RRAM arrays. ESSDERC (2019)
Nicola Lupo, Edoardo Bonizzoni, Eduardo Pérez, Christian Wenger, Franco Maloberti
An Approximated Verilog-A Model for Memristive Devices. ISCAS (2018)
Michelle M. Alvarado, Tanisha G. Cotton, Lewis Ntaimo, Eduardo Pérez, William R. Carpentier
Modeling and simulation of oncology clinic operations in discrete event system specification. Simul. 94 (2) (2018)
Nicola Lupo, Edoardo Bonizzoni, Eduardo Pérez, Christian Wenger, Franco Maloberti
A Voltage-Time Model for Memristive Devices. IEEE Trans. Very Large Scale Integr. Syst. 26 (8) (2018)
Haydon D. Reese, Vivekanand Anandhan, Eduardo Pérez, Clara Novoa
Improving patient waiting time at a pure walk-in clinic. WSC (2017)
Oscar Gabriel Reyes Pupo, Eduardo Pérez, María del Carmen Rodríguez-Hernández, Habib M. Fardoun, Sebastián Ventura
JCLAL: A Java Framework for Active Learning. J. Mach. Learn. Res. 17 (2016)
Eduardo Pérez, Lewis Ntaimo, Yu Ding
Multi-component wind turbine modeling and simulation for wind farm operations and maintenance. Simul. 91 (4) (2015)
Darbie Walker, Emma Shanks, David Montoya, Calvin Weiman, Eduardo Pérez, Lenore DePagter
Towards a simulation based methodology for scheduling patient and providers at outpatient clinics. WSC (2015)
Travis Sowle, Natalie Gardini, Fernando Vazquez Arroyo Vazquez, Eduardo Pérez, Jesus A. Jimenez, Lenore DePagter
A simulation-IP based tool for patient admission services in a multi-specialty outpatient clinic. WSC (2014)
Leila Shila Shafti, Pablo A. Haya, Manuel García-Herranz, Eduardo Pérez
Inferring ECA-based rules for ambient intelligence using evolutionary feature extraction. J. Ambient Intell. Smart Environ. 5 (6) (2013)
Bruno Mocarzel, David Shelton, Berkcan Uyan, Eduardo Pérez, Jesus A. Jimenez, Lenore DePagter
Modeling and simulation of patient admission services in a multi-specialty outpatient clinic. WSC (2013)
Leila Shila Shafti, Pablo A. Haya, Manuel García-Herranz, Eduardo Pérez
Evolutionary Feature Extraction to Infer Behavioral Patterns in Ambient Intelligence. AmI (2012)
Eunshin Byon, Eduardo Pérez, Yu Ding, Lewis Ntaimo
Simulation of wind farm operations and maintenance using discrete event system specification. Simul. 87 (12) (2011)
Eduardo Pérez, Lewis Ntaimo, Carla Bailey, Peter McCormack
Modeling and Simulation of Nuclear Medicine Patient Service Management in DEVS. Simul. 86 (8-9) (2010)
Eduardo Pérez, Lewis Ntaimo, Eunshin Byon, Yu Ding
A stochastic DEVS wind turbine component model for wind farm simulation. SpringSim (2010)
Leila Shila Shafti, Eduardo Pérez
Feature Construction and Feature Selection in Presence of Attribute Interactions. HAIS (2009)
Leila Shila Shafti, Eduardo Pérez
Evolutionary multi-feature construction for data reduction: A case study. Appl. Soft Comput. 9 (4) (2009)
Leila Shila Shafti, Eduardo Pérez
Data Reduction by Genetic Algorithms and Non-Algebraic Feature Construction: A Case Study. HIS (2008)
Leila Shila Shafti, Eduardo Pérez
MDL-based fitness for feature construction. GECCO (2007)
Leila Shila Shafti, Eduardo Pérez
Fitness Function Comparison for GA-Based Feature Construction. CAEPIA (2007)
Leila Shila Shafti, Eduardo Pérez
Reducing complex attribute interaction through non-algebraic feature construction. Artificial Intelligence and Applications (2007)
Leila Shila Shafti, Eduardo Pérez
Constructive induction and genetic algorithms for learning concepts with complex interaction. GECCO (2005)
Leila Shila Shafti, Eduardo Pérez
Machine Learning by Multi-feature Extraction Using Genetic Algorithms. IBERAMIA (2004)
Leila Shila Shafti, Eduardo Pérez
Genetic Approach to Constructive Induction Based on Non-algebraic Feature Representation. IDA (2003)
Eduardo Pérez, Larry A. Rendell
Relational Concepts and the Fourier Transform: An Empirical Study. Canadian Conference on AI (1998)
Eduardo Pérez, Larry A. Rendell
Learning Despite Concept Variation by Finding Structure in Attribute-based Data. ICML (1996)
Eduardo Pérez, Larry A. Rendell
Using Multidimensional Projection to Find Relations. ICML (1995)