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arxiv.org 📅 2021 📰 arXiv 📄 PDF
Intelligent behavior depends on the ecological niche: Scaling up AI to human-like intelligence in socio-cultural environments
👤 Manfred Eppe; Pierre-Yves Oudeyer

This paper outlines a perspective on the future of AI, discussing directions for machines models of human-like intelligence. We explain how developmental and evolutionary theories of human cognition should further inform artificial intelligence. We emphasize the role of ecological niches in sculpting intelligent behavi…

cs.AI cs.CL cs.LG
DOI: 10.1007/s13218-020-00696-1
arxiv.org 📅 2024 📰 arXiv 📄 PDF
A Fused Large Language Model for Predicting Startup Success
👤 Abdurahman Maarouf; Stefan Feuerriegel; Nicolas Pröllochs

Investors are continuously seeking profitable investment opportunities in startups and, hence, for effective decision-making, need to predict a startup's probability of success. Nowadays, investors can use not only various fundamental information about a startup (e.g., the age of the startup, the number of founders, an…

cs.LG cs.CL
DOI: 10.1016/j.ejor.2024.09.011
arxiv.org 📅 2022 📰 arXiv 📄 PDF
Dissipation as a resource for Quantum Reservoir Computing
👤 Antonio Sannia; Rodrigo Martínez-Peña; Miguel C. Soriano; Gian Luca Giorgi; Roberta Zambrini

Dissipation induced by interactions with an external environment typically hinders the performance of quantum computation, but in some cases can be turned out as a useful resource. We show the potential enhancement induced by dissipation in the field of quantum reservoir computing introducing tunable local losses in sp…

quant-ph
DOI: 10.22331/q-2024-03-20-1291
arxiv.org 📅 2026 📰 arXiv 📄 PDF
Guide-Guard: Off-Target Predicting in CRISPR Applications
👤 Joseph Bingham; Netanel Arussy; Saman Zonouz

With the introduction of cyber-physical genome sequencing and editing technologies, such as CRISPR, researchers can more easily access tools to investigate and create remedies for a variety of topics in genetics and health science (e.g. agriculture and medicine). As the field advances and grows, new concerns present th…

cs.LG cs.AI cs.CV
DOI: 10.1007/978-3-031-21753-1_41
arxiv.org 📅 2020 📰 arXiv 📄 PDF
System inference for the spatio-temporal evolution of infectious diseases: Michigan in the time of COVID-19
👤 Zhenlin Wang; Xiaoxuan Zhang; Gregory Teichert; Mariana Carrasco-Teja; Krishna Garikipati

We extend the classical SIR model of infectious disease spread to account for time dependence in the parameters, which also include diffusivities. The temporal dependence accounts for the changing characteristics of testing, quarantine and treatment protocols, while diffusivity incorporates a mobile population. This mo…

q-bio.PE
arxiv.org 📅 2009 📰 arXiv 📄 PDF
Positional Effects on Citation and Readership in arXiv
👤 Asif-ul Haque; Paul Ginsparg

arXiv.org mediates contact with the literature for entire scholarly communities, both through provision of archival access and through daily email and web announcements of new materials, potentially many screenlengths long. We confirm and extend a surprising correlation between article position in these initial announc…

cs.DL astro-ph.IM hep-ph hep-th physics.soc-ph
DOI: 10.1002/asi.21166
arxiv.org 📅 2023 📰 arXiv 📄 PDF
Criticality Analysis: Bio-inspired Nonlinear Data Representation
👤 Tjeerd V. olde Scheper

The representation of arbitrary data in a biological system is one of the most elusive elements of biological information processing. The often logarithmic nature of information in amplitude and frequency presented to biosystems prevents simple encapsulation of the information contained in the input. Criticality Analys…

q-bio.NC cs.LG
DOI: 10.3390/e25121660
arxiv.org 📅 2025 📰 arXiv 📄 PDF
Understanding Human Daily Experience Through Continuous Sensing: ETRI Lifelog Dataset 2024
👤 Se Won Oh; Hyuntae Jeong; Seungeun Chung; Jeong Mook Lim; Kyoung Ju Noh; Sunkyung Lee; Gyuwon Jung

Improving human health and well-being requires an accurate and effective understanding of an individual's physical and mental state throughout daily life. To support this goal, we utilized smartphones, smartwatches, and sleep sensors to collect data passively and continuously for 24 hours a day, with minimal interferen…

eess.SP cs.HC cs.LG
arxiv.org 📅 2023 📰 arXiv 📄 PDF
Metaverse: A Vision, Architectural Elements, and Future Directions for Scalable and Realtime Virtual Worlds
👤 Leila Ismail; Rajkumar Buyya

With the emergence of Cloud computing, Internet of Things-enabled Human-Computer Interfaces, Generative Artificial Intelligence, and high-accurate Machine and Deep-learning recognition and predictive models, along with the Post Covid-19 proliferation of social networking, and remote communications, the Metaverse gained…

cs.HC cs.AI
arxiv.org 📅 2025 📰 arXiv 📄 PDF
Semantic Web and Software Agents -- A Forgotten Wave of Artificial Intelligence?
👤 Tapio Pitkäranta; Eero Hyvönen

The history of Artificial Intelligence (AI) is a narrative of waves -- rising optimism followed by crashing disappointments. AI winters, such as the early 2000s, are often remembered as barren periods of innovation. This paper argues that such a perspective overlooks a crucial wave of AI that seems to be forgotten: the…

cs.SI cs.CY cs.DL
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