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- Matrix Completion for the Independence Model
- We investigate the problem of completing partial matrices to rank-one matrices in the standard simplex ∆mn−1. The motivation for studying this problem comes from statistics: A lack of eligible completion can provide a falsification test for partial observations to come from the independence model. For each pattern of specified entries, we give equations and inequalities which are satisfied if and only if an eligible completion exists. We also describe the set of valid completions, and we optimize over this set.
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- One example of general unidentifiable tensors
- Abstract. Theidentifiabilityofparametersinaprobabilisticmodelisacrucialnotioninstatistical inference. We prove that a general tensor of rank 8 in C3 ⊗ C6 ⊗ C6 has at least 6 decompositions as sum of simple tensors, so it is not 8-identifiable. This is the highest known example of balanced tensors of dimension 3, which are not k-identifiable, when k is smaller than the generic rank.
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- L-cumulants, L-cumulant embeddings and algebraic statistics
- Focusing on the discrete probabilistic setting we generalize the combinatorial definition of cumulants to L-cumulants. This generalization keeps all the desired properties of the classical cumulants like semi-invariance and vanishing for independent blocks of random variables. These properties make L-cumulants useful for the algebraic analysis of statistical models. We illustrate this for general Markov models and hidden Markov processes in the case when the hidden process is binary. The main motivation of this work is to understand cumulant-like coordinates in alge- braic statistics and to give a more insightful explanation why tree cumulants give such an elegant description of binary hidden tree models. Moreover, we argue that L-cumulants can be used in the analysis of certain classical algebraic varieties.
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- Understanding Requirement & the necessary tools
- Effective use of the Requirement gathering is our greatest and most critical role. We need to communicate with stakeholders to make the best of it. The techniques mentioned here are mixed and for each project, the mix shall be different. This technique for gathering requirements is perhaps the most common way to obtain requirements from all the required techniques. This article also looks at how to run a Delphi session, Creating Affinity Diagram & Mind maps.
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- How to gather & understand requirements
- Effective use of the Requirement gathering is our greatest and most critical role. We need to communicate with stakeholders to make the best of it. The techniques mentioned here are mixed and for each project, the mix shall be different. This technique for gathering requirements is perhaps the most common way to obtain requirements from all the required techniques. This article also looks at how to run a Delphi session, Creating Affinity Diagram & Mind maps.
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- How to Plan and Analyze the Process Opportunity?
- Organizations are organically grown, and it can be very satisfying to see them thrive under the right conditions and treatment just like their botanical equivalents. But, at some stage, if you're not cautious, they can uncontrollably sprout and spread out until one day they've begun strangling themselves and even others. Organizations are strangling by not responding to development. As new people enter, procedures that worked perfectly in the beginning with only one participant often get unsuccessful, sometimes painful. It's easy to spot the signs of stressful processes; increased stress, constant yet insufficient coordination, low levels of effort and resources, bottlenecks, e-mail congestion, repeated progress updates, expired tabs, dysfunctional rules, low productivity the list continues. With Business Improvement it becomes very critical on how we plan & what are the facts which we have derived from the initial analysis. In this article, we will try to cover different tools that can be used for analyzing & planning.
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- Which should you be the flowchart for your Process?
- A flowchart or Process Flow is a powerful business tool. With proper design and construction, it communicates the steps in a process very effectively and efficiently. There are a variety of ways to make a flowchart. Initially, flowcharts were made by hand using a pencil and paper. Until the advent of a personal computer, drawing models made of plastic flowchart form outlines helped flowchart designers work faster and gave their diagrams a more detailed look. Flowcharts were initially used by industrial engineers to organize work processes such as assembly line output. Today, flowcharts are used for several purposes in manufacturing, architecture, engineering, industry, technology, education, research, medicine, government, administration, and many other fields. In this article, we will be looking at different types of Flowchart & their usages
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- Process Engineering
- As a futuristic approach in order to increase their productivity and efficiency while being agile and quick to adapt to the new dynamic environment, companies must undergo business process reengineering as a potential trend. The digitizing period is followed by an accelerating IT cycle, often linking reengineering with tech or IT revolution. The article discusses what is a Business Process, what are the opportunities for Improvements, how to measure the success criteria, what are different process flow & the value for an organization to achieve the objective of business process improvement
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- Priming Movie Product Placements: New Insights from a Cross-National Case Study
- The paucity of research on priming product placements and insights from practitioners (Study 1) motivated our investigation into how and when priming works in movie placements. Study 2 explores the impact of media priming (a media story announcing a movie placement before the movie’s release) and ad priming (a similar ad announcement) on recall through contrasts with no priming (control). US students watched a movie in a theatre after such priming for a subtle or a prominent placement. When compared to no priming, both media priming and ad priming enhanced recall for the subtle placement; no difference in recall performance emerged between no priming and either type of priming for the prominent placement. Contrast tests comparing media priming and ad priming indicated no differences in recall for either subtle or prominent placement. Study 3 replicated these recall findings with Italian moviegoers, and supported additional hypotheses and propositions for brand attitude. For the subtle (prominent) placement, attitude did not change (decreased) when comparing either media priming or ad priming with no priming. Contrast tests comparing media priming and ad priming indicated no differences in attitude outcomes, for either subtle or prominent placement. Using no priming as a baseline for comparison, the converging conclusion is that any type of priming improves (does not change) recall and does not change (worsens) attitude for subtle (prominent) placements. Overall, results do not support priming for prominent placements; selective use of any type of priming for subtle placements appears appropriate to improve recall outcomes.
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- Engineering Ethics in China
- This article describes China’s century-long concern with the professional ethics of engineers, especially a succession of codes of engineering ethics going back at least to 1933. This description is the result both of our own archival research and of “philosophical history”, the application of concepts from the philosophy of professions to the facts historians (or we) have discovered. Engineers, historians, social scientists, and philosophers of technology, as well as students of professional ethics, should find this description interesting. It certainly provides a reason to wonder whether those who write about codes of professional ethics as if they were an Anglo-American export unlikely to put down roots elsewhere might have overlooked many early codes outside English-speaking countries. While code writers in China plainly learned from Western codes, the Chinese codes were not mere copies of their Western counterparts. Indeed, the Chinese codes sometimes differed inventively from Western codes in form (for example, being wholly positive) or content (for example, protecting local culture).
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- “Broader Impacts” or “Responsible Research and Innovation”? A Comparison of Two Criteria for Funding Research in Science and Engineering
- Our subject is how the experience of Americans with a certain funding criterion, “broader impacts” (and some similar criteria) may help in efforts to turn the European concept of Responsible Research and Innovation (RRI) into a useful guide to funding Europe’s scientific and technical research. We believe this comparison may also be as enlightening for Americans concerned with revising research policy. We have organized our report around René Von Schomberg’s definition of RRI, since it seems both to cover what the European research group to which we belong is interested in and to be the only widely accepted definition of RRI. According to Von Schomberg, RRI: “… is a transparent, interactive process by which societal actors and innovators become mutually responsive to each other with a view to the (ethical) acceptability, sustainability and societal desirability of the innovation process and its marketable products (in order to allow a proper embedding of scientific and technological advances in our society).” While RRI seeks fundamental changes in the way research is conducted, Broader Impacts is more concerned with more peripheral aspects of research: widening participation of disadvantaged groups, recruiting the next generation of scientists, increasing the speed with which results are used, and so on. Nevertheless, an examination of the broadening of funding criteria over the last four decades suggests that National Science Foundation has been moving in the direction of RRI., Sponsorship: European Community’s Seventh Framework Programme grant number 321400.
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- Asian American Chicago Network: A Case Study of Facebook Group Use By Immigrant Groups
- Through analyzing data from posts and about users, we describe how one particular Facebook group helps immigrants to the U.S. use social media to build a local community. As a preliminary study in intercultural communication through social media, we analyze one case, the Asian American Chicago Network (AACN) Facebook group, and uncover common topics users discuss and relationships between user tenure and various indicators of leadership and interaction. Our small finalized results from this preliminary project suggest that members of AACN likely use it (1) to build a professional network in the U.S.A., and (2) to reinforce and affirm their Asian culture and identities., Sponsorship: National Science Foundation Award Number 1525662, Rao, X., & Hemphill, L. (2016). Asian American Chicago Network: A Case Study of Facebook Group Use By Immigrant Groups. In Proceedings of the 19th ACM Conference on Computer Supported Cooperative Work and Social Computing Companion (pp. 381–384). New York, NY, USA: ACM. http://doi.org/10.1145/2818052.2869077
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- INTELLIGENT PROCESS-CONTROL WITH SUPERVISORY KNOWLEDGE-BASED SYSTEMS
- The integration of a supervisory knowledge-based system (KBS) with a multivariable control system is examined to provide robust multivariable control of a chemical reaction process. The supervisory KBS is capable of monitoring the process to detect system faults as well as assessing control system performance. If a control system performance deficiency is detected, the KBS formulates and implements the necessary corrective controller tuning. This adaptive capability reduces the conservatism of the robust control system. The underlying mechanisms are discussed and the re-tuning ability of the KBS is illustrated by using rigorous simulations of a chemical reaction process, Endnote format citation
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- Fostering personal finance engagement with a habit building app
- Master's Project focused on developing a concept for a personal finance literacy app.
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- Adaptive Control Strategy and Method for Optimizing Hybrid Electric Vehicles
- This invention relates a control strategy for a hybrid electric vehicle having an electric motor, a battery and an internal combustion engine. The control strategy improves fuel economy and reduces emissions while providing sufficient acceleration over a varying set of driving conditions through an adaptive control unit with an artificial neural network. The artificial neural network is trained on a pre-processed training set based on the highest fuel economies of multiple control strategies and multiple driving profiles. Training the artificial neural network includes a training algorithm and a learning algorithm. The invention also includes a method of operating a hybrid electric vehicle with an adaptive control strategy using an artificial neural network., Sponsorship: Illinois Institute of Technology, United States Patent
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- Magnetic Record Member
- Sponsorship: Armour Research Foundation of Illinois Institute of Technology, United States Patent
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- Magnetic Recording Head
- Sponsorship: Armour Research Foundation of Illinois Institute of Technology, United States Patent
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- X-Ray Diffraction Method
- Sponsorship: Armour Research Foundation of Illinois Institute of Technology, United States Patent