N. Horta

Nuno Horta, Rui Ferreira Neves, António Silva, 2016, 2014 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr).

Reinforcement learning applied to Forex trading

Nuno Horta, Rui Ferreira Neves, João Carapuço, 2018, Appl. Soft Comput..

Combining Support Vector Machine with Genetic Algorithms to optimize investments in Forex markets with high leverage

Nuno Horta, Rui Ferreira Neves, Bernardo Jubert de Almeida, 2018, Appl. Soft Comput..

Optimizing earthquake design of reinforced concrete bridge infrastructures based on evolutionary computation techniques

Nuno Horta, Carlos Sousa Oliveira, Mário Lopes, 2020, Structural and Multidisciplinary Optimization.

Optimizing earthquake design of reinforced concrete bridge infrastructures based on evolutionary computation techniques

C. S. Oliveira, Vítor T. Camacho, N. Horta, 2019, Structural and Multidisciplinary Optimization.

Enhanced analog and RF IC sizing methodology using PCA and NSGA-II optimization kernel

Ricardo Povoa, Nuno Horta, Nuno Lourenço, 2018, 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Using GAs to balance technical indicators on stock picking for financial portfolio composition

Nuno Horta, António Gorgulho, Rui Ferreira Neves, 2009, GECCO '09.

Proposed Design and Implementation

Ricardo Povoa, Nuno Horta, Nuno Lourenço, 2021 .

GENOM-POF: multi-objective evolutionary synthesis of analog ICs with corners validation

Nuno Horta, Nuno Lourenço, N. Horta, 2012, GECCO '12.

Automatic synthesis of RF front-end blocks using multi-objective evolutionary techniques

Ricardo Povoa, Nuno Horta, Nuno Lourenço, 2016, Integr..

Design Optimization and Results

Ricardo Povoa, Nuno Horta, Joao Goes, 2018, A New Family of CMOS Cascode-Free Amplifiers with High Energy-Efficiency and Improved Gain.

AIDA: Layout-aware analog circuit-level sizing with in-loop layout generation

Ricardo Povoa, Nuno Horta, Nuno Lourenço, 2016, Integr..

Design of a 4.2-to-5.1 GHz Ultralow-Power Complementary Class-B/C Hybrid-Mode VCO in 65-nm CMOS Fully Supported by EDA Tools

Rui P. Martins, Nuno Horta, Pui-In Mak, 2020, IEEE Transactions on Circuits and Systems I: Regular Papers.

A Folded Voltage-Combiners Biased Amplifier for Low Voltage and High Energy-Efficiency Applications

Ricardo Povoa, Joao Goes, Nuno Horta, 2020, IEEE Transactions on Circuits and Systems II: Express Briefs.

Two-Step RF IC Block Synthesis With Preoptimized Inductors and Full Layout Generation In-the-Loop

Nuno Horta, Elisenda Roca, Ricardo Martins, 2019, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Current-flow and current-density-aware multi-objective optimization of analog IC placement

Ricardo Povoa, Nuno Horta, Nuno Lourenço, 2016, Integr..

Analog Integrated Circuit Design Automation: Placement, Routing and Parasitic Extraction Techniques

Nuno Horta, Nuno Lourenço, Ricardo Martins, 2016 .

Electromigration-aware analog Router with multilayer multiport terminal structures

Nuno Horta, Nuno Lourenço, Ricardo Martins, 2014, Integr..

Electromigration-aware and IR-Drop avoidance routing in analog multiport terminal structures

Nuno Horta, Nuno Lourenço, Ricardo Martins, 2014, 2014 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Generating Analog IC Layouts with LAYGEN II

Nuno Horta, Ricardo Martins, Nuno C. C. Loureno, 2012 .

Laygen - An evolutionary approach to automatic analog IC layout generation

Nuno Horta, Nuno Lourenço, N. Horta, 2005, 2005 12th IEEE International Conference on Electronics, Circuits and Systems.

Routing analog ICs using a multi-objective multi-constraint evolutionary approach

Nuno Horta, Nuno Lourenço, Ricardo Martins, 2014 .

Expert Systems With Applications

Nuno Horta, Rui Ferreira Neves, Mariana Daniel, 2022 .

Currency exchange prediction using machine learning, genetic algorithms and technical analysis pdf

Nuno Horta, Rui Ferreira Neves, Gonçalo Abreu, 2018, ArXiv.

Enhancing a Pairs Trading strategy with the application of Machine Learning

Nuno Horta, Simão Moraes Sarmento, N. Horta, 2020, Expert Syst. Appl..

A multi-objective routing algorithm for Wireless Multimedia Sensor Networks

Miguel Correia, Nuno Horta, Naércio Magaia, 2015, Appl. Soft Comput..

Analog Circuit Design Based on Robust POFs Using an Enhanced MOEA with SVM Models

Nuno Horta, Manuel Barros, Nuno Lourenço, 2013 .

A new SAX-GA methodology applied to investment strategies optimization

Nuno Horta, Rui Ferreira Neves, António Canelas, 2012, GECCO '12.

Boosting Trading Strategies performance using VIX indicator together with a dual-objective Evolutionary Computation optimizer

Nuno Horta, Rui Ferreira Neves, José Pinto, 2015, Expert Syst. Appl..

Combining rules between PIPs and SAX to identify patterns in financial markets

Nuno Horta, Rui Ferreira Neves, João Leitão, 2016, Expert Syst. Appl..

Many-Objective Sizing Optimization of a Class-C/D VCO for Ultralow-Power IoT and Ultralow-Phase-Noise Cellular Applications

Pui-In Mak, Nuno Horta, Rui P. Martins, 2019, IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

Reconfigurable multi-mode sigma-delta modulator for 4G mobile terminals

Nuno Horta, Jorge Guilherme, Artur Silva, 2009, Integr..

Using Polynomial Regression and Artificial Neural Networks for Reusable Analog IC Sizing

Nuno Horta, Fábio Passos, Günhan Dündar, 2019, 2019 16th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD).

On the Exploration of Promising Analog IC Designs via Artificial Neural Networks

Ricardo Povoa, Nuno Horta, Nuno Lourenço, 2018, 2018 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD).

Shortening the gap between pre- and post-layout analog IC performance by reducing the LDE-induced variations with multi-objective simulated quantum annealing

Ricardo Povoa, Nuno Horta, Nuno Lourenco, 2021, Eng. Appl. Artif. Intell..

Multi-objective optimization of analog integrated circuit placement hierarchy in absolute coordinates

Nuno Horta, Nuno Lourenço, Ricardo Martins, 2015, Expert Syst. Appl..

Analog IC placement using absolute coordinates and a hierarchical combination of Pareto optimal fronts

Nuno Horta, Ricardo Martins, Nuno Lourenco, 2015, 2015 11th Conference on Ph.D. Research in Microelectronics and Electronics (PRIME).

Using ANNs to Size Analog Integrated Circuits

Nuno Horta, Ricardo Martins, Nuno Lourenco, 2019 .

DeepPlacer: A custom integrated OpAmp placement tool using deep models

N. Horta, N. Lourenço, R. Martins, 2021, Appl. Soft Comput..

Hierarchical Yield-Aware Synthesis Methodology Covering Device-, Circuit-, and System-Level for Radiofrequency ICs

N. Horta, F. Fernández, F. Passos, 2021, IEEE Access.

Yield-Aware Analog IC Design and Optimization in Nanometer-scale Technologies

Nuno Horta, Jorge Guilherme, Antonio Canelas, 2020 .

FUZYE: A Fuzzy ${c}$ -Means Analog IC Yield Optimization Using Evolutionary-Based Algorithms

Ricardo Povoa, Nuno Horta, João Paulo Carvalho, 2020, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Enhanced systematic design of a voltage controlled oscillator using a two-step optimization methodology

Francisco V. Fernández, Ricardo Povoa, Nuno Horta, 2018, Integr..

New mapping strategies for pre-optimized inductor sets in bottom-up RF IC sizing optimization

Francisco V. Fernández, Ricardo Povoa, Nuno Horta, 2017, 2017 14th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD).

Differentiable Constraints’ Encoding for Gradient-Based Analog Integrated Circuit Placement Optimization

N. Horta, P. Alves, N. Lourenço, 2022, Electronics.

Exploiting a Deep Learning Toolbox for Human-Machine Feedback towards Analog Integrated Circuit Placement Automation

N. Horta, N. Lourenço, R. Martins, 2022, Electronics.

On the Exploration of Design Tradeoffs in Analog IC Placement with Layout-dependent Effects

Nuno Horta, Ricardo Martins, Nuno Lourenço, 2019, 2019 16th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD).

Semi-Supervised Artificial Neural Networks towards Analog IC Placement Recommender

António Gusmão, Ricardo Povoa, Nuno Horta, 2020, 2020 IEEE International Symposium on Circuits and Systems (ISCAS).

Artificial Neural Networks as an Alternative for Automatic Analog IC Placement

Nuno Horta, Ricardo Martins, Nuno Lourenço, 2019, 2019 16th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD).

Single-Stage OTA Biased by Voltage-Combiners With Enhanced Performance Using Current Starving

N. Horta, J. Goes, R. Martins, 2018, IEEE Transactions on Circuits and Systems II: Express Briefs.

Single-Stage Amplifier Biased by Voltage Combiners With Gain and Energy-Efficiency Enhancement

Joao Goes, Ricardo Martins, Nuno Lourenço, 2018, IEEE Transactions on Circuits and Systems II: Express Briefs.

Design of Analog Circuits through Symbolic Analysis

Mourad Loulou, Francisco V. Fernández, Rafael Castro-Lopez, 2018 .

A 23.5–32.5GHz, 17dBm PSAT and 37.5% PAE Power Amplifier Synthesized Using an Automated Design Methodology

N. Horta, J. Vaz, N. Lourenço, 2023, International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design.

Layout-aware sizing of analog ICs using floorplan & routing estimates for parasitic extraction

Nuno Horta, Nuno Lourenço, Ricardo Martins, 2015, 2015 Design, Automation & Test in Europe Conference & Exhibition (DATE).

LAYGEN II—Automatic Layout Generation of Analog Integrated Circuits

Nuno Horta, Nuno Lourenço, Ricardo Martins, 2013, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Efficient Hierarchical mm-Wave System Synthesis with Embedded Accurate Transformer and Balun Machine Learning Models

N. Horta, J. Vaz, N. Lourenço, 2023, 2023 28th Asia and South Pacific Design Automation Conference (ASP-DAC).

Late Breaking Results: Attention in Graph2Seq Neural Networks towards Push-Button Analog IC Placement

Nuno Horta, Nuno Lourenço, Ricardo Martins, 2021, 2021 58th ACM/IEEE Design Automation Conference (DAC).

Multi-port multi-terminal analog router based on an evolutionary optimization kernel

Nuno Horta, Nuno Lourenço, Ricardo Martins, 2013, 2013 IEEE Congress on Evolutionary Computation.

Pairs Trading—Background and Related Work

Nuno Horta, Simão Moraes Sarmento, N. Horta, 2020 .

A Machine Learning based Pairs Trading Investment Strategy

Nuno Horta, Simão Moraes Sarmento, N. Horta, 2021 .

Algorithm-driven synthesis of data conversion architectures

Nuno Horta, José E. Franca, N. Horta, 1997, IEEE Trans. Comput. Aided Des. Integr. Circuits Syst..

Evolutionary Analog IC Design Optimization

Nuno Horta, Manuel Barros, Jorge Guilherme, 2010 .

Enhanced Techniques for Analog Circuits Design Using SVM Models

Nuno Horta, Manuel Barros, Jorge Guilherme, 2010 .

Developing Multi-Time Frame Trading Rules with a Trend Following Strategy, using GA

Nuno Horta, Rui Ferreira Neves, Jaime Machado, 2015, GECCO.

Solving a Capacitated Exam Timetabling Problem Instance Using a Bi-objective NSGA-II

Agostinho C. Rosa, Nuno Leite, Fernando Melicio, 2012, IJCCI.

Automatic topology selection and sizing of class-D loop-filters for minimizing distortion based on an evolutionary optimization kernel

Nuno Horta, Jorge Guilherme, David Guilherme, 2012, 2010 XIth International Workshop on Symbolic and Numerical Methods, Modeling and Applications to Circuit Design (SM2ACD).

Analogue and Mixed-Signal Systems Topologies Exploration Using Symbolic Methods

Nuno Horta, N. Horta, 2002 .

Symbolic techniques applied to switched-current ADCs synthesis

Nuno Horta, J. Goes, M. Fino, 2000, 2000 IEEE International Symposium on Circuits and Systems. Emerging Technologies for the 21st Century. Proceedings (IEEE Cat No.00CH36353).

Algorithm-Driven Synthesis of

Jose E. Franca, Nuno Horta, N. Horta, 1997 .

Analog active filter design using a multi objective genetic algorithm

Nuno Horta, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias, 2018, AEU - International Journal of Electronics and Communications.

Yield optimization using k-means clustering algorithm to reduce Monte Carlo simulations

Ricardo Povoa, Nuno Horta, Nuno Lourenço, 2016, 2016 13th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD).

Multi-objective Optimization Kernel

Nuno Horta, Nuno Lourenço, Ricardo Martins, 2017 .

Previous Works on Automated Analog IC Sizing

Nuno Horta, Nuno Lourenço, Ricardo Lourenço, 2015 .

AIDA-PEx: Accurate parasitic extraction for layout-aware analog integrated circuit sizing

Nuno Horta, Ricardo Martins, Nuno Lourenco, 2015, 2015 11th Conference on Ph.D. Research in Microelectronics and Electronics (PRIME).