Recent Submissions

• Incentives in surplus food distribution for smart cities and beyond: an activity aware solution 

  Sanyal, Surja; Mukhopadhyay, Sajal; Xhafa Xhafa, Fatos; Kumar Singh, Vikash; Sanyal, Banhi (Springer, 2023-05)
  Part of book or chapter of book
  Restricted access - publisher's policy

  Food surplus donation has emerged as a popular means to counter the food wastage issue that the world has been facing in recent years. The fact that this also addresses the food insecurity challenge is an added bonus. The ...
• LotterySampling: A randomized algorithm for the Heavy Hitters and Top-k problems in data streams 

  Martínez Parra, Conrado; Solera Pardo, Gonzalo (Springer, 2022)
  Part of book or chapter of book
  Restricted access - publisher's policy

  We propose a new randomized count-based algorithm to solve the Heavy Hitters and Top-k problems in data streams. This algorithm, called LotterySampling, uses the intuitive concept of “lottery tickets”, to decide which ...
• A probabilistic model revealing shortcomings in Lua’s hybrid tables 

  Martínez Parra, Conrado; Nicaud, Cyril; Rotondo, Pablo (Springer, 2022)
  Part of book or chapter of book
  Restricted access - publisher's policy

  Lua (Ierusalimschy et al., 1996) is a well-known scripting language, popular among many programmers, most notably in the gaming industry. Remarkably, the only data-structuring mechanism in Lua, is an associative array ...
• An overview of optimization and resolution methods in satellite scheduling and spacecraft operation: description, modeling, and application 

  Ip, Andrew; Xhafa Xhafa, Fatos; Dong, Jingyi; Gao, Ming (Elsevier, 2022-03-29)
  Part of book or chapter of book
  Restricted access - publisher's policy

  With the popularization of satellite technology and the normal development of satellite use, the number of mission planning and operation of satellites has increased significantly, including large and intelligent satellites, ...
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  The impact of animations in the perception of a simulated crowd 

  Molina López, Elena; Ríos Jerez, Alejandro; Pelechano Gómez, Núria (Springer, 2021)
  Part of book or chapter of book
  Open Access

  Simulating virtual crowds is an important challenge in many areas such as games and virtual reality applications. A lot of effort has been dedicated to improving pathfinding, collision avoidance, or decision making, to ...
• Predicciones financieras basadas en análisis de sentimiento de textos y minería de opiniones 

  Arratia Quesada, Argimiro Alejandro (FUNCAS, 2021-04-01)
  Part of book or chapter of book
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  En este capítulo se describe la mecánica básica para construir un modelo de predicción que utiliza indicadores de sentimiento derivados de datos textuales. Enfocamos nuestro objetivo de predicciones en series de ...
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  A quaternion deterministic monogenic CNN layer for contrast invariance 

  Moya Sánchez, Eduardo Ulises; Xambó Descamps, Sebastián; Salazar Colores, Sebastián; Sánchez-Pérez, Abraham; Cortés García, Claudio Ulises (Springer, 2021)
  Part of book or chapter of book
  Open Access

  Deep learning (DL) is attracting considerable interest as it currently achieves remarkable performance in many branches of science and technology. However, current DL cannot guarantee capabilities of the mammalian visual ...
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  Sentiment analysis of financial news: mechanics and statistics 

  Arratia Quesada, Argimiro Alejandro; Ávalos Villaseñor, Gustavo Eduardo; Cabaña Nigro, Ana Alejandra; Duarte López, Ariel; Renedo Mirambell, Martí (Springer, 2021-06-11)
  Part of book or chapter of book
  Open Access

  This chapter describes the basic mechanics for building a forecasting model that uses as input sentiment indicators derived from textual data. In addition, as we focus our target of predictions on financial time series, ...
• A Research roadmap for IoT monitoring and computational modelling for next generation agriculture 

  Krause, Paul; Xhafa Xhafa, Fatos (Springer, 2021)
  Part of book or chapter of book
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  : In this final chapter, we outline a vision for a technological revolution in agriculture that would work to regain a sense of balance between food production and natural ecosystems. We promote an ecological engineering ...
• An IoT-based time constrained spectrum trading in wireless communication for tertiary market 

  Chowdhury, Anil Bikash; Kumar Singh, Vikash; Xhafa Xhafa, Fatos; Krause, Paul; Mukhopadhyay, Sajal; Dhananjaya, Meghana M. (Springer, 2021)
  Part of book or chapter of book
  Restricted access - publisher's policy

  In this chapter, we study some research issues from IoT-based spectrum trading in Wireless Communication in a strategic setting. We consider the scenario in which there are multiple secondary users (such as non-governmental ...
• IoT-Based computational modeling for next generation agro-ecosystems: research issues, emerging trends and challenges 

  Xhafa Xhafa, Fatos; Krause, Paul (Springer, 2021)
  Part of book or chapter of book
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  In this introductory chapter we highlight some fundamental concepts, architectures and definitions related to IoT-based Computational Modeling for Next Generation Agro-ecosystems. We distinguish and discus the paradigms ...
• A quality-assuring, combinatorial auction based mechanism for IoT-based crowdsourcing 

  Kumar Singh, Vikash; Mukhopadhyay, Sajal; Xhafa Xhafa, Fatos; Krause, Paul (2020-03)
  Part of book or chapter of book
  Restricted access - publisher's policy

  In this chapter, we study some research issues from IoT-based crowdsourcing in a strategic setting. We have considered the scenario in IoT-based crowdsourcing, where there are multiple task requesters and multiple IoT ...

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