NUST Institutions Library Catalogue Search for 'kw,wrdl: (su-br:"Time Series Analysis")'

Advances in 3G enhanced technologies for wireless communications

Boston, MA : Artech House, 2002 . xv, 350 p. : , Based on selected papers from the Fourth IEEE Workshop on Emerging Technologies in Circuits and Systems--Third Generation (3G) Mobile Technologies and Applications, held Nov. 29-Dec. 1, 2000, in Hong Kong. 24 cm.. 1580533027

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The historical atlas of the world at war /

By Lewis, Brenda.. [S.l.] : Chartwell Books, Inc., 2011 . 400 p. ; 25 cm.. 0785827455 (paperback) | 9780785827450 (paperback)

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Dynamic Games Theory and Applications /

By Alain Haurie. 0387246010

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Advances in Embedded Computer Vision \

By Kisačanin, Branislav.. 9781849967761

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Principles of engineering economic analysis /

By White, John A.,. Hoboken, NJ : Wiley, 2010 . xviii, 908 p. : , Includes index. 27 cm.. 9780470113967 (cloth) | 0470113960 (cloth)

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The art of Islamic banking and finance : tools and techniques for community-based banking /

By Abdul-Rahman, Yahia,. Hoboken, N.J. : Wiley, 2010 . xxxv, 396 p. : 24 cm.. 9780470449936 (hardback) | 0470449934 (hardback)

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Modelling prices in competitive electricity markets /

Chicester, West Sussex, England ; | Hoboken, NJ, USA : J. Wiley, 2004 . xix, 337 p. : 25 cm.. 047084860X (Cloth : alk. paper)

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A text book of electrical technology /

By Theraja, B. L. New Delhi, CHAND & CO, 1966 . 2103 :P 8121902894

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Methods analysis and work measurement /

By Polk, Edward J.. New York : McGraw-Hill, 1984 . viii, 294 p. : 25 cm.. 0070503788

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Statistics for modern business decisions / MCSStudy guide

By Lapin, Lawrence L.. New York, 1978 Harcourt Brace . viii,318 ,p.; 0-15-583775-3 (hela verket) | 0-15-583776-1

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Engineering circuit analysis (EBOOK)

By Hayt, William Hart,. New York : McGraw-Hill, 2012 . xxi, 852 p. : 26 cm.. 0071317066 (international ed. : pbk.) | 0073529575 | 9780071317061 (international ed. : pbk.) | 9780073529578

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Time series analysis /

By Hamilton, James Douglas.. [S.l.] : Princeton University Press, 1994 . 820 p. ; , Hardcover. 26 cm.. 0691042896 | 9780691042893

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Violence on television : distribution, form, context, and themes /

By Gunter, Barrie.. [S.l.] : Routledge, 2003 . 320 p. ; , Paperback. 24 cm.. 0805846441 | 9780805846447

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ITSM : an interactive time series modelling package for the sparc workstation /

By Brockwell, Peter J.. [S.l.] : Springer, 1992 . 16 p. , Diskette. 038714210X | 9780387142104

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Investment Management

By Peter L. Bernstein and Aswath Damodaran. [S.l.] : Wiley, 1998 . 466p. ; , Hardcover. 26 cm.. 0471197165 | 9780471197164

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Market research in practice : how to get greater insight from your market /

By Hague, Paul N.. New Delhi Koganpage 2013 . xiii, 257 pages : , "First published in Great Britain and the United States in 2004."--T.p. verso. 24 cm.. 9780749468644 (pbk.) | 9780749468651 (ebook)

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Photovoltaic design & installation for dummies /

By Mayfield, Ryan.. Hoboken, NJ : Wiley, 2010 . xviii, 366 p. : , Includes index. 24 cm.. 9780470598931 | 047059893X

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Energy finance and economics : analysis and valuation, risk management, and the future of energy /

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Microarray data statistical analysis using R

Totowa, N.J. : Humana Press, 2007 . various pages 23 cm. 978-81-7319-850-2

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Modern RF and microwave measurement techniques /

. xxv, 447 pages : 26 cm.. 9781107036413 (hardback)

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Bioinformatics : a practical guide to the analysis of genes and proteins /

. pages cm 9781119335580

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Geotechnical Hazards from Large Earthquakes and Heavy Rainfalls /

. 1 online resource (XXIII, 636 pages 557 illustrations, 417 illustrations in color.) 9784431562054

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Python data science handbook : essential tools for working with data /

By Vanderplas, Jacob T.,. Sebastopol, CA : O'Reilly Media, 2022 . xxiv, 563 pages : , Previous edition: 2016. 24 cm. 9781098121228 | 1098121228

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Social Media Analytics for Mental Health Assessment /

By Liaquat, Umna . . 94p. , Social media has emerged as a tool for exploring the human psyche, offering exceptional access to real-time behavioral signals that are transforming the landscape of computational psychiatry. Among these, bipolar disorder is difficult to detect because of its volatility, requiring robust modeling of emotion, behavior, and timing. Prior studies have largely focused on text-based sentiment analysis and linguistic features to classify mental health conditions; however, these approaches often neglect non-verbal markers such as circadian rhythms and affective variability. Existing models primarily depend on static textual cues, limiting their ability to capture the dynamic, multimodal nature of psychiatric expression. This study addresses these limitations by integrating temporal rhythms, emotional dynamics, and behavioral signals extracted from Reddit user histories to develop predictive models of bipolar disorder and high-risk psychological states. We propose a series of interpretable multimodal architectures employing classical machine learning (Logistic regression, Random Forest, and XGBoost), deep sequence models (LSTM, GRU), and transformer-based frameworks (Roberta, GPT). Our approach incorporates temporal posting features, emotional entropy, and community-level interaction structures. Compared to benchmark studies, our models demonstrate significant improvements in both classification (F1 > 0.99) and regression (R² > 0.89), highlighting the predictive power of fused behavioral signals. This work advances the field by providing a scalable, languageindependent framework for the early detection of psychiatric risk. It also holds broader implications for public health by offering a foundation for real-time, ethically deployable digital mental health tools. 30cm.

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