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276 results on '"Neri, Filippo"'

151. A Security and Vulnerability Assessment on Android Gambling Applications

Author

Blancaflor, Eric, Pastrana, Robert Leyton-Pete J., Sheng, Mark Joseph C., Tamayo, John Ray D., Umali, Jairo Antonio M., Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Neri, Filippo, editor, Du, Ke-Lin, editor, Varadarajan, Vijayakumar, editor, San-Blas, Angel-Antonio, editor, and Jiang, Zhiyu, editor

Published
2023
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155. Rough Rice Grading in the Philippines Using Infrared Thermography

Author

Bejarin, Orfel L., Fajardo, Arnel C., Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Neri, Filippo, editor, Du, Ke-Lin, editor, Varadarajan, Vijayakumar, editor, San-Blas, Angel-Antonio, editor, and Jiang, Zhiyu, editor

Published
2023
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156. An Interpretable Hybrid Recommender Based on Graph Convolution to Address Serendipity

Author

Uppal, Ananya, Maitreyi, P., Shreya, P., Jain, Trisha, Das, Bhaskaryoti, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Neri, Filippo, editor, Du, Ke-Lin, editor, Varadarajan, Vijayakumar, editor, San-Blas, Angel-Antonio, editor, and Jiang, Zhiyu, editor

Published
2023
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157. Obstacle Aware Link Selection for Stable Multicast D2D Communications

Author

Dutta, Rathindra Nath, Ghosh, Sasthi C., Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Neri, Filippo, editor, Du, Ke-Lin, editor, Varadarajan, Vijayakumar, editor, San-Blas, Angel-Antonio, editor, and Jiang, Zhiyu, editor

Published
2023
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158. Research on Ship Carbon Emission Statistical Optimization Based on MRV Rules

Author

Chen, Pu, Zheng, Hailin, Wu, Bin, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Neri, Filippo, editor, Du, Ke-Lin, editor, Varadarajan, Vijaya Kumar, editor, Angel-Antonio, San-Blas, editor, and Jiang, Zhiyu, editor

Published
2022
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159. Utilization of Machine Learning Algorithm to Determine Factors Affecting Response to Action Among Filipinos Toward the Eruption of Taal Volcano

Author

Ong, Ardvin Kester S., Prasetyo, Yogi Tri, Kurata, Yoshiki B., Chuenyindee, Thanatorn, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Neri, Filippo, editor, Du, Ke-Lin, editor, Varadarajan, Vijaya Kumar, editor, Angel-Antonio, San-Blas, editor, and Jiang, Zhiyu, editor

Published
2022
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160. A Hierarchical Multi-objective Programming Approach to Planning Locations for Macro and Micro Fire Stations

Author

Gong, Xinghan, Liang, Jun, Zeng, Yiping, Meng, Fanyu, Fong, Simon, Yang, Lili, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Neri, Filippo, editor, Du, Ke-Lin, editor, Varadarajan, Vijaya Kumar, editor, Angel-Antonio, San-Blas, editor, and Jiang, Zhiyu, editor

Published
2022
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161. Adaptive Design Space Reconstruction Method in Surrogate Based Global Optimization

Author

Zuo, Yingtao, Wang, Chao, Zhang, Wei, Xia, Lu, Gao, Zhenghong, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Neri, Filippo, editor, Du, Ke-Lin, editor, Varadarajan, Vijaya Kumar, editor, Angel-Antonio, San-Blas, editor, and Jiang, Zhiyu, editor

Published
2022
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164. Detection of Lateral Road Obstacles Based on the Haar Cascade Classification Method in Video Surveillance

Author

Diop, Papa Assane, Gueye, Amadou Dahirou, Diop, Abdou Khadre, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Neri, Filippo, editor, Du, Ke-Lin, editor, Varadarajan, Vijaya Kumar, editor, Angel-Antonio, San-Blas, editor, and Jiang, Zhiyu, editor

Published
2022
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165. Towards Intelligent Management of Internet of Modern Drones

Author

Puangpontip, Supadchaya, Hewett, Rattikorn, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Neri, Filippo, editor, Du, Ke-Lin, editor, Varadarajan, Vijaya Kumar, editor, Angel-Antonio, San-Blas, editor, and Jiang, Zhiyu, editor

Published
2022
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166. A New Smart Controller Model Using Feedback and Feedforward for Three Phase Inverter

Author

Obeidat, Mohammad A., Al Smeerat, Osama, Mansour, Ayman M., Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Neri, Filippo, editor, Du, Ke-Lin, editor, Varadarajan, Vijaya Kumar, editor, Angel-Antonio, San-Blas, editor, and Jiang, Zhiyu, editor

Published
2022
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167. An Accurate Algorithm for Calibration-Free Wavelength Modulation Spectroscopy Based on Even-Order Harmonics

Author

Wang, Yihong, Zhou, Bin, Wang, Bubin, Zhao, Rong, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Neri, Filippo, editor, Du, Ke-Lin, editor, Varadarajan, Vijaya Kumar, editor, Angel-Antonio, San-Blas, editor, and Jiang, Zhiyu, editor

Published
2022
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168. Diversity Technology Research in Wireless Communication Systems

Author

Ran, Ning, Yuan, Lina, Zhou, Anran, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Neri, Filippo, editor, Du, Ke-Lin, editor, Varadarajan, Vijaya Kumar, editor, Angel-Antonio, San-Blas, editor, and Jiang, Zhiyu, editor

Published
2022
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169. Overview of Information System Testing Technology Under the 'CLOUD + MIcroservices' Mode

Author

Zhang, Jianwei, Jiang, Shan, Wang, Kunlong, Wang, Rui, Liu, Qi, Yuan, Xiaoguang, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Neri, Filippo, editor, Du, Ke-Lin, editor, Varadarajan, Vijaya Kumar, editor, Angel-Antonio, San-Blas, editor, and Jiang, Zhiyu, editor

Published
2022
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172. Federated Offline Reinforcement Learning for Autonomous Systems

Author

Park, Ju-eun, Woo, Honguk, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Neri, Filippo, editor, Du, Ke-Lin, editor, Varadarajan, Vijaya Kumar, editor, Angel-Antonio, San-Blas, editor, and Jiang, Zhiyu, editor

Published
2022
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173. Ordering Algorithm as a Support for Children with ADHD Through the Development of Bilingual and Interactive Videogames

Author

Barahona-Cevallos, Roberto-Alejandro, Moya-Suárez, Johnny-Andrés, Navas-Moya, Milton-Patricio, López-Chico, Ximena-Rocio, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Neri, Filippo, editor, Du, Ke-Lin, editor, Varadarajan, Vijaya Kumar, editor, Angel-Antonio, San-Blas, editor, and Jiang, Zhiyu, editor

Published
2022
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174. Industrial IoT Solution for Powering Smart Manufacturing Production Lines

Author

Mansour, Ayman M., Obeidat, Mohammad A., Yousef, Yazan A., Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Neri, Filippo, editor, Du, Ke-Lin, editor, Varadarajan, Vijaya Kumar, editor, Angel-Antonio, San-Blas, editor, and Jiang, Zhiyu, editor

Published
2022
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176. CONSIDERING CROSS-EYE JAMMING.

Author

Neri, Filippo

Subjects
*LETTERS to the editor, *MILITARY electronics
Abstract

A letter to the editor is presented in response to the article "Airborne Towed Decoys" in the December 2006 issue.

Published
2007

178. How to Identify Investor's types in real financial markets by means of agent based simulation

Author

Filippo Neri and Neri, Filippo

Subjects
FOS: Computer and information sciences, Computer Science - Machine Learning, Mathematical optimization, Quantitative Finance - Trading and Market Microstructure, Series (mathematics), I.2.6, Computer science, Testbed, Financial market, Trading and Market Microstructure (q-fin.TR), Machine Learning (cs.LG), Computational Engineering, Finance, and Science (cs.CE), FOS: Economics and business, Set (abstract data type), Order (exchange), Principal component analysis, Simulated annealing, Computer Science - Computational Engineering, Finance, and Science, Adaptation (computer science)
Abstract

The paper proposes a computational adaptation of the principles underlying principal component analysis with agent based simulation in order to produce a novel modeling methodology for financial time series and financial markets. Goal of the proposed methodology is to find a reduced set of investor s models (agents) which is able to approximate or explain a target financial time series. As computational testbed for the study, we choose the learning system L FABS which combines simulated annealing with agent based simulation for approximating financial time series. We will also comment on how L FABS s architecture could exploit parallel computation to scale when dealing with massive agent simulations. Two experimental case studies showing the efficacy of the proposed methodology are reported., Comment: 18 pages, in press

Published
2021
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181. Combining Machine Learning and Agent Based Modeling for Gold Price Prediction

Author

Filippo Neri, Cagnoni S., Mordonini M., Pecori R., Roli A., Villani M., and Neri, Filippo

Subjects
Agent-based model, 050208 finance, Series (mathematics), Computer science, business.industry, media_common.quotation_subject, 05 social sciences, Financial market, 02 engineering and technology, Machine learning, computer.software_genre, Price prediction, Originality, 0502 economics and business, Simulated annealing, 0202 electrical engineering, electronic engineering, information engineering, 020201 artificial intelligence & image processing, Artificial intelligence, Time series, business, computer, media_common, Market conditions
Abstract

A computational approach combining machine learning (simulated annealing) and agent based simulation is shown to approximate financial time series. The agent based model allows to simulate the market conditions that produced the financial time series and simulated annealing optimize the parameters for the agent based model. The originality of our approach stays in the combination of financial market simulation with meta-learning of its parameters. The original contribution of the paper stays in discussing how the methodology can be applied under several meta-learning conditions and its experimentation on the real world SPDR Gold Trust (GLD) timeseries.

Published
2019
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183. Case Study on Modeling the Silver and Nasdaq Financial Time Series with Simulated Annealing

Author

Filippo Neri, Neri, Filippo, and Rocha Á., Adeli H., Reis L., Costanzo S. (eds)

Subjects
Finance, 050208 finance, Series (mathematics), Computer science, business.industry, 05 social sciences, Testbed, Financial market, 02 engineering and technology, Financial information, 0502 economics and business, Simulated annealing, 0202 electrical engineering, electronic engineering, information engineering, 020201 artificial intelligence & image processing, Composite index, Time series, business
Abstract

This paper reports a case study on modeling the SPDR Silver Trust (SLV) and Nasdaq Composite Index timeseries by using a financial agent based system using simulated annealing. We show here how adding financial information to the modeling system can significantly improve the modeling results. The learning system LFABS, previously developed by the author, will be used as a testbed for the empirical evaluation of the proposed methodology on the two case studies.

Published
2018

184. Agent-based modeling under partial and full knowledge learning settings to simulate financial markets

Author

Filippo Neri and Neri, Filippo

Subjects
Artificial Intelligence, Robustness (computer science), business.industry, Computer science, Simulated annealing, Financial market, Knowledge learning, Artificial intelligence, business, Machine learning, computer.software_genre, computer
Abstract

In the paper we show how L-FABS can be applied in a partial knowledge learning scenario or a full knowledge learning scenario to approximate financial time series. L-FABS combines agent-based simulation with machine learning to model the behavior of financial time series.We also discuss why Partial Knowledge and Full Knowledge learning scenario are relevant to the modeling of financial time series and how they can be used to assess the robustness of a modeling system for financial time series. In a Partial Knowledge learning setting usually only the initial conditions of the time series are provided, while in a Full Knowledge learning scenario any value of the financial time series is exploited as soon as it is available.An extensive experimental analysis of L-FABS is reported under a variety of financial time series and time frames.

Published
2012
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190. Exploring the power of genetic search in learning symbolic classifiers

Author

Lorenza Saitta, Filippo Neri, Neri, Filippo, and L., Saitta

Subjects
Computer science, business.industry, Applied Mathematics, computer.software_genre, Machine learning, Constructive, Expert system, Power (physics), Computational Theory and Mathematics, Connectionism, Artificial Intelligence, Pattern recognition (psychology), Genetic algorithm, Algorithm design, Computer Vision and Pattern Recognition, Artificial intelligence, business, computer, Software
Abstract

In this paper we show, in a constructive way, that there are problems for which the use of genetic algorithm based learning systems can be at least as effective as traditional symbolic or connectionist approaches. To this aim, the system REGAL is briefly described, and its application to two classical benchmarks for machine learning is discussed, by comparing the results with the best ones published in the literature.

Published
1996
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191. Genetic algorithms in machine learning

Author

Filippo Neri, Attilio Giordana, A., Giordana, and Neri, Filippo

Subjects
Learning classifier system, Computer science, Active learning (machine learning), business.industry, Population-based incremental learning, Online machine learning, Machine learning, computer.software_genre, Computational learning theory, Artificial Intelligence, Unsupervised learning, Instance-based learning, Artificial intelligence, Hyper-heuristic, business, computer
Published
1996
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192. A Comparative Study of a Financial Agent Based Simulator Across Learning Scenarios

Author

Filippo Neri, L. Cao, and Neri, Filippo

Subjects
Finance, business.industry, Computer science, Financial market, Knowledge learning, Machine learning, computer.software_genre, financial time series modeling, Domain (software engineering), machine learning, Order (exchange), Simulated annealing, Artificial intelligence, data mining, business, computer, Simulation
Abstract

Integrating agent based modeling with learning results in a promising methodology to model the behavior of financial markets. We discuss here how partial and full knowledge learning setups can be combined with agent based modeling to approximate the behavior of financial time series. Partial knowledge learners operate with limited knowledge of the domain, usually only the initial conditions are used. While full knowledge learners use any domain data any time it is made available to adjust their predictions. We report in this paper an experimental study of our learning system L-FABS, introduced in previous works, in order to show how it can discover models for approximating time series working in partial knowledge and full knowledge learning scenarios.

Published
2012
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195. Learning and Predicting Financial Time Series by Combining Natural Computation and Agent Simulation

Author

Filippo Neri, C. Di Chio, and Neri, Filippo

Subjects
Finance, Structure (mathematical logic), Series (mathematics), Natural computing, business.industry, Computer science, Financial market, Data mining, business, computer.software_genre, computer
Abstract

We investigate how, by combining natural computation and agent based simulation, it is possible to model financial time series. The agent based simulation can be used to functionally reproduce the structure of a financial market while the natural computation technique finds the most suitable parameter for the simulator. Our experimentation on the DJIA time series shows the effectiveness of this approach in modeling financial data. Also we compare the predictions made by our system to those obtained by other approaches.

Published
2011
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