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  1. Maximum entropy inference for mixed continuous discrete variables
    Autor*in: Singer, Hermann
    Erschienen: 2008
    Verlag:  Fernuniv., Fachbereich Wirtschaftswiss., Hagen

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    Quelle: Verbundkataloge
    Sprache: Englisch
    Medientyp: Buch (Monographie)
    Format: Druck
    Schriftenreihe: Diskussionsbeitrag ; Nr. 422
    Schlagworte: Schätztheorie; Wahrscheinlichkeitsverteilung; Entropie; Expertensystem; Kreditwürdigkeit; Theorie
    Weitere Schlagworte: (stw)Schätztheorie; (stw)Statistische Verteilung; (stw)Entropie; (stw)Expertensystem; (stw)Kreditwürdigkeit; (stw)Theorie; Expert Systems; Entropy; Boltzmann Distribution; Credit Scoring; Arbeitspapier; Graue Literatur; Buch
    Umfang: 23 Bl., graph. Darst., 30 cm
  2. Quantum-sapiens: the quantum bases for human expertise, knowledge, and problem-solving
    (extended version with applications)
    Erschienen: [2021]
    Verlag:  CREMA, Zürich

    Despite the great promises and potential of quantum computing, the full range of possibilities and practical applications is not yet clear. In this contribution, we highlight the potential for quantum theories and computation to reignite the art and... mehr

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    ZBW - Leibniz-Informationszentrum Wirtschaft, Standort Kiel
    DS 695
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    Despite the great promises and potential of quantum computing, the full range of possibilities and practical applications is not yet clear. In this contribution, we highlight the potential for quantum theories and computation to reignite the art and science of expert systems and knowledge engineering. With their grounding in uncertainty and unpredictability, quantum concepts are able to expand theoretical and practical boundaries of research and exploration. We demonstrate the advantages of using quantum logic and computation when applying expert knowledge such as the ability to ask imprecise (inherently probabalistic) queries and do so e complicated computational spaces by leveraging quantum concepts such as superposition, entanglement, parallelism, and interference to sustain and manipulate networks of quantum qubits. This, we argue, can provide non-insignificant computational speedups and enable more complex data representations and analysis. We then explore three practical applications and provide evidence for their quantum advantages - Scientific Discovery, Creativity and Breakthrough Thinking, Complex Systems, and Future of Sports - that we regard as largely unexplored in popular accounts of quantum theory; as such, we suggest these are low hanging fruit for the more-immediately feasible applications of quantum technologies.

     

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    Quelle: Verbundkataloge
    Sprache: Englisch
    Medientyp: Buch (Monographie)
    Format: Online
    Weitere Identifier:
    hdl: 10419/234629
    Schriftenreihe: Working paper / CREMA, Center for Research in Economics, Management and the Arts ; no. 2021, 14
    Schlagworte: Quantum; Expert Systems; Knowledge; Problem-Solving
    Umfang: 1 Online-Ressource (circa 33 Seiten)
  3. Artificial Intelligence and big data in sustainable entrepreneurship
    Erschienen: [2021]
    Verlag:  CREMA, Zürich

    The recent acceleration and ongoing development in Artificial Intelligence (AI) and its related (and/or enabling) digital technologies presents new challenges and considerable opportunity on which businesses and individuals may capitalise. In the era... mehr

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    Verlag (kostenfrei)
    Verlag (kostenfrei)
    Resolving-System (kostenfrei)
    ZBW - Leibniz-Informationszentrum Wirtschaft, Standort Kiel
    DS 695
    keine Fernleihe

     

    The recent acceleration and ongoing development in Artificial Intelligence (AI) and its related (and/or enabling) digital technologies presents new challenges and considerable opportunity on which businesses and individuals may capitalise. In the era of BD - and with increasing societal value being placed on sustainable business to minimise or mitigate the impacts of climate change - customers and regulators alike are turning to organizations to tackle large and complex sustainable development goals. AI and BD can help interpret and monitor the environment, identify which problems need attention, design strategies, generate decisions, and action the tactics. A key challenge in sustainable entrepreneurship is a failure to integrate 'systems thinking' beyond a limited number of issues, rather than taking the time to understand the relationship between business processes, macro ecological processes, boundary conditions, and tipping points. The recent and substantial increase in data availability simultaneously advances the potential for AI and BD to enhance ecological sustainability through validation and testing of beliefs and hunches, offering empirical guidance to every stage involved in decision making, and comparing inputs against the outcomes - particularly in fast-changing and highly uncertain environments. To prepare, we must strategize by looking to and engaging with the market, our clients, and our customers for guidance. Only then can we then proceed to develop viable and sustainable business models and plans. To reap the rewards of progress in AI, BD, and related technologies, we need to find ways to race with the emerging technologies while also identifying ways to act in symbiosis with them. The demands of adapting to AI and BD are no different from the situation with past disruptive technologies such as the automobile, radio, and the Internet.

     

    Export in Literaturverwaltung   RIS-Format
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    Quelle: Verbundkataloge
    Sprache: Englisch
    Medientyp: Buch (Monographie)
    Format: Online
    Weitere Identifier:
    hdl: 10419/234626
    Schriftenreihe: Working paper / CREMA, Center for Research in Economics, Management and the Arts ; no. 2021, 11
    Schlagworte: Artificial Intelligence; Big Data; Entrepreneurship; Sustainability; Expert Systems
    Umfang: 1 Online-Ressource (circa 41 Seiten)
  4. Maximum entropy inference for mixed continuous-discrete variables
    Autor*in: Singer, Hermann
    Erschienen: 2008
    Verlag:  FernUniversität in Hagen, Hagen

    Export in Literaturverwaltung   RIS-Format
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    Quelle: Verbundkataloge
    Sprache: Englisch
    Medientyp: Buch (Monographie)
    Format: Online
    Weitere Identifier:
    Schriftenreihe: Diskussionsbeiträge der Fakultät für Wirtschaftswissenschaft der FernUniversität in Hagen ; 422
    Schlagworte: Schätztheorie; Wahrscheinlichkeitsverteilung; Entropie; Expertensystem; Kreditwürdigkeit; Theorie
    Weitere Schlagworte: (stw)Schätztheorie; (stw)Statistische Verteilung; (stw)Entropie; (stw)Expertensystem; (stw)Kreditwürdigkeit; (stw)Theorie; Expert Systems; Entropy; Boltzmann Distribution; Credit Scoring; Arbeitspapier; Graue Literatur; Buch
    Umfang: Online-Ressource