References
Useful References
Databases
R. Elmasri, S.B. Navathe (2016) Fundamentals of database systems, 7e, Addison-Wesley, ISBN 978-0-133-97077-7, QA76.9 D3 E57 2016
R. Elmasri, S.B. Navathe (2011) Fundamentals of database systems, 6e, Addison-Wesley, ISBN 978-0-136-08620-8, QA 76.9 D3 E57 2011
R. Elmasri, S.B. Navathe (2007) Fundamentals of database systems, 5e, Addison-Wesley, ISBN 978-0-321-36957-4, QA 76.9 D3 E57 2007
R. Elmasri, S.B. Navathe (2004) Fundamentals of database systems, 4e, Addison-Wesley, ISBN 0-321-12226-7, QA 76.9 D3 E57 2004
R. Elmasri, S.B. Navathe (1994/2000) Fundamentals of database systems, 2e/3e, Addison-Wesley, QA 76.9 D3 E57 1994/2000
R. Elmasri, S.B. Navathe (1989) Fundamentals of database systems, Benjamin Cummings, QA 76.9 D3 E57 1989
H. Garcia-Molina, J.D. Ullman, J. Widom (2009) Database systems: the complete book, 2e, Prentice Hall, QA 76.9 D3 G3653 2009
H. Garcia-Molina, J.D. Ullman, J. Widom (2002) Database systems: the complete book, Prentice Hall, QA 76.9 D3 G3653 2002
1. J.D. Ullman, J. Widom (2008) A first course in database systems, 3e, Prentice Hall, QA 76.9 D3 U42 2008
2. H. Garcia-Molina, J.D. Ullman, J. Widom (2000) Database system implementation, Prentice Hall, QA 76.9 D3 G365 2000
R. Ramakrishnan, J. Gehrke (2003) Database management systems, 3e, McGraw-Hill, QA 76.9 D3 R237 2003
A. Silberschatz, H.F. Korth, S. Sudarshan (2019) Database system concepts, 7e, McGraw-Hill
A. Silberschatz, H.F. Korth, S. Sudarshan (2002/2006/2011) Database system concepts, 4e/5e/6e, McGraw-Hill, QA 76.9 D3 S5637 2002/2006/2011
A. Silberschatz, H.F. Korth, S. Sudarshan (1997) Database system concepts, 3e, McGraw-Hill
H.F. Korth, A. Silberschatz (1991) Database system concepts, 2e, McGraw-Hill
H.F. Korth, S. Silberschatz (1986) Database system concepts, McGraw-Hill, QA 76.9 D3 K67 1986
T. Connolly, C. Begg (2015) Database systems: a practical approach to design, implementation, and management, 6e, Pearson
T. Connolly, C. Begg (2002) Database systems: a practical approach to design, implementation, and management, 3e, Pearson
C. Coronel, S. Morris (2019) Database systems: design, implementation, and management, 13e, Cengage
C.J. Date (2004) An introduction to database systems, 8e, Addison-Wesley, QA 76.9 D3 D3659 2004
C.J. Date (1995) An introduction to database systems, 6e, Addison-Wesley, QA 76.9 D3 D3659 1995
B.C. Desai (1990) Introduction to database systems, West Publishing, QA 76.9 D3 D465 1990
J.H. Hellerstein, M. Stonebraker (eds.) (2005) Readings in database systems, 4e, MIT Press, QA 76.9 D3 R4 2005
M. Stonebraker, J.H. Hellerstein (eds.) (1998) Readings in database systems, 3e, Morgan Kaufmann
M. Stonebraker (ed.) (1994) Readings in database systems, 2e, Morgan Kaufmann, QA 76.9 D3 R4 1994
M. Stonebraker (ed.) (1988) Readings in database systems, Morgan Kaufmann
J. Hoffer, R. Venkataraman, H. Topi (2019) Modern database management, 13e, Pearson
J. Hoffer, R. Venkataraman, H. Topi (2011) Modern database management, 10e, Pearson
J. Hoffer, M. Prescott, H. Topi (2009) Modern database management, 9e, Pearson
J. Hoffer, M. Prescott, F. McFadden (2005) Modern database management, 7e, Pearson
J. Slater, M. Prescott, F. McFadden (2002) Modern database management, 6e, Pearson
F. McFadden, J. Slater, M.B. Prescott (1999) Modern database management, 5e, Pearson
M. Kifer, A.J. Bernstein, P.M. Lewis (2006) Database systems: an application-oriented approach, 2e, Addison-Wesley, QA 76.9 D3 K53 2006
D.M. Kroenke, D.J. Auer, S.L. Vandenberg, R.C. Yoder (2020) Database concepts, 9e, Pearson
D.M. Kroenke, D.J. Auer, S.L. Vandenberg, R.C. Yoder (2018) Database concepts, 8e, Pearson
D.M. Kroenke, D.J. Auer (2008) Database concepts, 3e, Pearson
D.M. Kroenke (2003) Database concepts, Prentice Hall, QA 76.9 D3 K736 2003
D.M. Kroenke, D.J. Auer, S.L. Vandenberg, R.C. Yoder (2019) Database processing: fundamentals, design, and implementation, 15e, Pearson
D.M. Kroenke, D.J. Auer (2010) Database processing: fundamentals, design, and implementation, 11e, Pearson
D.M. Kroenke (1995) Database processing: fundamentals, design, and implementation, 5e, Pearson
P. Lake, P. Crowther (2013) Concise guide to databases: a practical introduction, Springer London
W. Lemahieu, S. vanden Broucke, B. Baesens (2018) Principles of database management: the practical guide to storing, managing and analyzing big and small data, Cambridge University Press
C.M. Ricardo, S.D. Urban (2015) Databases illuminated, 3e, Jones & Bartlett
C.M. Ricardo (2011) Databases illuminated, 2e, Jones & Bartlett
M.T. Özsu, P. Valduriez (2020) Principles of distributed database systems, 4e, Springer Cham
M.T. Özsu, P. Valduriez (2011) Principles of distributed database systems, 3e, Springer New York
M.T. Özsu, P. Valduriez (1999) Principles of distributed database systems, Prentice Hall, QA 76.9 D3 O956 1999
J.D. Ullman (1988) Principles of database and knowledge-base systems, Computer Science Press, QA 76.9 D3 U443 1988
Data Compression:
D. Salomon (2000) Data compression: the complete reference, Springer Heidelberg
Information Retrieval:
W.B. Croft, D. Metzler, T. Strohman (2010) Search engines: information retrieval in practice, Addison Wesley
R. Baeza-Yates, B. Ribeiro-Neto (2011) Modern information retrieval: the concepts and technology behind search, 2e, Addison Wesley
S. Büttcher, C.L.A. Clarke, G.V. Comack (2010) Information retrieval: implementing and evaluating search engines, MIT Press
C.D. Manning, P. Raghavan, H. Scht (2008) Introduction to information retrieval, Cambridge University Press
C. Zhai, S. Massung (2016) Text data management and analysis: a practical introduction to information retrieval and text mining, Morgan & Claypool Publishers
Web Data:
A. Hogan (2020) The web of data. Springer Cham
Related Database Publications:
C.-Y. Chan, S. Chawla, S. Sadiq, X. Zhou, V. Pudi (eds.) (2008) Data quality and high-dimensional data analysis, World Scientific, QA 76.9 E95 I57 2008 [ebrary]
W. Glänzel, H.F. Moed, U. Schmoch, M. Thelwall (eds.) (2019) Springer handbook of science and technology indicators. Springer Cham
H.F. Moed, W. Glänzel, U. Schmoch (eds.) (2004) Handbook of quantitative science and technology research: the use of publication and patent statistics in studies of S&T systems. Springer Dordrecht
A.F.J. van Raan (ed.) (1988) Handbook of quantitative studies of science and technology, North Holland
Y. Ioannidis, W. Klas (eds.) (1998) Visual database systems 4, Springer Boston/IFIP
L. Liu, M.T. Özsu (eds.) (2018) Encyclopedia of database systems, 2e, Springer New York
L. Liu, M.T. Özsu (eds.) (2018) Encyclopedia of database systems, Living Edition, Springer New York
L. Liu, M.T. Özsu (eds.) (2009) Encyclopedia of database systems, Springer Boston
Data Mining
C.C. Aggarwal (2015) Data mining: the textbook, Springer Cham
J. Han, M. Kamber, J. Pei (2011) Data mining: concepts and techniques, 3e, Morgan Kaufmann, ISBN 978-0-12381-479-1
J. Han, J. Pei, H. Tong (2022) Data mining: concepts and techniques, 4e, Morgan Kaufmann, ISBN 978-0-12811-760-6
J. Han, M. Kamber (2006) Data mining: concepts and techniques, 2e, Morgan Kaufmann, ISBN 978-1-55860-901-3, QA 76.9 D343 H36 2006
J. Han, M. Kamber (2001) Data mining: concepts and techniques, Morgan Kaufman, QA 76.9 D343 H36 2001
P.-N. Tan, M. Steinbach, A. Karpatne, V. Kumar (2019) Introduction to data mining, 2e, Addison-Wesley, ISBN 978-0-13-312890-1, QA 76.9 D343 T35 2019
P.-N. Tan, M. Steinbach, V. Kumar (2006) Introduction to data mining, Addison-Wesley, ISBN 978-0-321-32136-7, QA 76.9 D343 T35 2005
D.J. Hand, H. Mannila, P. Smyth (2001) Principles of data mining, The MIT Press, QA 76.9 D343 H38 2001
O. Maimon, L. Rokach (eds.) (2010) Data mining and knowledge discovery handbook, 2e, Springer Boston
O. Maimon, L. Rokach (eds.) (2006) Data mining and knowledge discovery handbook, Springer Boston
I.H. Witten, E.Frank, M.A. Hall, C.J. Pal (2016) Data mining: practical machine learning tools and techniques, 4e, Morgan Kaufmann
I.H. Witten, E. Frank, M.A. Hall (2011) Data mining: practical machine learning tools and techniques, 3e, Morgan Kaufmann, QA 76.9 D343 W58 2011
I.H. Witten, E. Frank (2005) Data mining: practical machine learning tools and techniques, 2e, Morgan Kaufmann
I.H. Witten, E. Frank (2000) Data mining: practical machine learning tools and techniques with Java implementations, Morgan Kaufmann, QA 76.9 D343 W58 2000
C.C. Aggarwal (2017) Outlier analysis, 2e, Springer Cham
C.C. Aggarwal (ed.) (2007) Data streams: models and algorithms, Springer Boston [intro]
C.C. Aggarwal (ed.) (2009) Managing and mining uncertain data, Springer Boston [intro]
C.C. Aggarwal (ed.) (2011) Social network data analytics, Springer Boston [intro]
C.C. Aggarwal (ed.) (2013) Managing and mining sensor data, Springer Boston
C.C. Aggarwal, H. Wang (eds.) (2010) Managing and mining graph data, Springer Boston [intro]
C.C. Aggarwal, P.S. Yu (eds.) (2008) Privacy-preserving data mining, Springer Boston [intro]
C.C. Aggarwal, C.Zhai (eds.) (2012) Mining text data, Springer Boston [intro]
M. Bramer (2016) Principles of data mining, 3e, Springer London
M. Bramer (2013) Principles of data mining, 2e, Springer London
M. Bramer (2007) Principles of data mining, Springer London
G. Carenini, G. Murray, R. Ng (2011) Methods for mining and summarizing text conversations, Morgan & Claypool Publishers [ubc, ubc]
W. Chen, L.V.S. Lakshmanan, C. Castillo (2013) Information and influence propagation in social networks, Morgan & Claypool Publishers [ubc]
M.H. Dunham (2003) Data mining: introductory and advanced topics, Prentice Hall, QA 76.9 D343 D86 2003
U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, R. Uthurusamy (1996) Advances in knowledge discovery and data mining, AAAI Press (& MIT Press), QA 76.76 E95 A38 1996
M.M. Gaber (2012) Journeys to data mining: experiences from 15 renowned researchers, Springer Berlin Heidelberg
T. Hastie, R. Tibshirani, J. Friedman (2009) The elements of statistical learning: data mining, inference, and prediction, 2e, Springer New York, Q 325.75 H37e2 2009
X. Huang, L.V.S. Lakshmanan, J. Xu (2019) Community search over big graphs, Morgan & Claypool Publishers [ubc]
M. Kantardzic (2011) Data mining: concepts, models, methods, and algorithms, 2e, (Wiley-)IEEE, QA 76.9 D343 K36 2011
M. Kantardzic (2003) Data mining: concepts, models, methods, and algorithms, (Wiley-)IEEE, QA 76.9 D343 K36 2003
M.M. Kantardzic, J. Zurada (eds.) (2005) Next generation of data-mining applications, (Wiley-)IEEE
H. Kargupta, P. Chan (eds.) (2000) Advances in distributed and parallel knowledge discovery, AAAI Press (& MIT Press), QA 76.9 D5 A345 2000
H. Kargupta, A. Joshi, K. Sivakumar, Y. Yesha (eds.) (2004) Data mining: next generation challenges and future directions, AAAI Press (& MIT Press), QA 76.9 D343 D3835 2004
S. Kumar, F. Morstatter, H. Liu (2014) Twitter data analytics, Springer New York
J. Leskovec, A. Rajaraman, J.D. Ullman (2014) Mining of massive datasets, 3e, Cambridge University Press
J. Leskovec, A. Rajaraman, J.D. Ullman (2014) Mining of massive datasets, 2e, Cambridge University Press
A. Rajaraman, J.D. Ullman (2011) Mining of massive datasets, Cambridge University Press, QA 76.9 D343 R35 2012
K.-C. Li, H. Jiang, L.T. Yang, A. Cuzzocrea (eds.) (2015) Big data: algorithms, analytics, and applications, CRC Press
T. Munzner (2014) Visualization analysis and design, CRC Press
R.T. Ng, P.C. Arocena, D. Barbosa, G. Carenini, L. Gomes Jr., S. Jou, R.A. Leung, E. Milios, R.J. Miller, J. Mylopoulos, R.A. Pottinger, F. Tompa, E. Yu (2013) Perspectives on business intelligence, Morgan & Claypool Publishers [ubc]
G. Piatetsky-Shapiro, W. Frawley (eds.) (1991) Knowledge discovery in databases, AAAI Press (& MIT Press), QA 76.9 D3 K56 1991
D.L. Poole, A.K. Mackworth (2017) Artificial intelligence: foundations of computational agents, 2e, Cambridge University Press
D.L. Poole, A.K. Mackworth (2010) Artificial intelligence: foundations of computational agents, Cambridge University Press, Q 342 P66 2010
C. Sammut, G.I. Webb (eds.) (2017) Encyclopedia of machine learning and data mining, 2e, Springer Boston
C. Sammut, G.I. Webb (eds.) (2010) Encyclopedia of machine learning, Springer Boston
L.A. Schintler, C.L. McNeely (eds.) (2022) Encyclopedia of big data, Springer Cham
X. Wu, V. Kumar (eds.) (2009) The top ten algorithms in data mining, CRC Press, QA 76.9 D343 T66 2009
R. Zafarani, M.A. Abbasi, H. Liu (2014) Social media mining: an introduction, Cambridge University Press, QA 76.9 D343 Z34 2014
M.J. Zaki, W. Meira (2020) Data mining and machine learning: fundamental concepts and algorithms, 2e, Cambridge University Press
M.J. Zaki, W. Meira (2014) Data mining and analysis: fundamental concepts and algorithms, Cambridge University Press, QA 76.9 D343 Z36 2014
C. Zong, R. Xia, J. Zhang (2021) Text data mining. Springer
Data Science:
A. Blum, J. Hopcroft, R. Kannan (2020) Foundations of data science, Cambridge University Press
Data Visualization:
T. Munzner (2014) Visualization analysis and design, Routledge/CRC Press
B. Shneiderman (2022) Human-centered AI, OUP
C. Ware (2013) Information visualization: perception for design, 3e, MK
Artificial Intelligence / Machine Learning:
C.C. Aggarwal (2021) Artificial intelligence: a textbook, Springer Cham
C.C. Aggarwal (2018) Machine learning for text, Springer Cham
C.C. Aggarwal (2018) Neural networks and deep learning: a textbook, Springer Cham
C.C. Aggarwal (2020) Linear algebra and optimization for machine learning: a textbook, Springer Cham
I. Goodfellow, Y. Bengio, A. Courville (2016) Deep learning, MIT Press
T. Mitchell (1997) Machine learning, McGraw Hill
K.P. Murphy (2012) Machine learning: a probabilistic perspective, MIT Press
A. Ng (2018), Machine learning yearning, deeplearning.ai
R.S. Sutton, A.G. Barto (2018) Reinforcement learning, 2e, MIT Press
Z. Zhou (2021) Machine learning, Springer Singapore
Recommeder Systems:
C.C. Aggarwal (2016) Recommender systems: the textbook, Springer Cham
Related Data Mining Publications:
C.C. Aggarwal, J. Han (eds.) (2014) Frequent pattern mining, Springer Cham
M. Çakırtaş, M.K. Ozdemir (eds.) (2021) Big data and social media analytics: trending applications, Springer Cham
R. Alhajj, M. Moshirpour, B. Far (eds.) (2020) Data management and analysis: case studies in education, healthcare and beyond, Springer Cham
R. Alhajj, J. Rokne, (eds.) (2018) Encyclopedia of social network analysis and mining, 2e, Springer New York
R. Alhajj, J. Rokne, (eds.) (2017) Encyclopedia of social network analysis and mining, Living Edition, Springer New York
R. Alhajj, J. Rokne, (eds.) (2014) Encyclopedia of social network analysis and mining, Springer New York
V. Bhatnagar (ed.) (2017) Collaborative filtering using data mining and analysis, IGI Global
M. Khosrow-Pour (ed.) (2018) Encyclopedia of information science and technology, 4e, IGI Global
M. Khosrow-Pour (ed.) (2005) Encyclopedia of information science and technology, IGI Global, Z 1006 E566 2005
M. Khosrow-Pour (ed.) (2019) Advanced methodologies and technologies in network architecture, mobile computing, and data analytics, IGI Global
M. Khosrow-Pour (ed.) (2021) Encyclopedia of organizational knowledge, administration, and technology, IGI Global
W. Lee, C.K. Leung (eds.) (2019) Big data applications and services 2017, Springer Singapore.
W. Lee, C.K. Leung, A. Nasridinov (eds.) (2021) Big data analyses, services, and smart data. Springer Singapore. ISBN 978-981-15-8731-3
K.-C. Li, H. Jiang, A. Zomaya (eds.) (2017) Big data management and processing, CRC Press
J. Lu, Q. Xu (eds.) (2017) Ontologies and big data considerations for effective intelligence, IGI Global
M. Moshirpour, B. Far, R. Alhajj (eds.) (2018) Highlighting the importance of big data management and analysis for various applications, Springer Cham
J. Wang (ed.) (2014) Encyclopedia of business analytics and optimization, IGI Global
J. Wang (ed.) (2009) Encyclopedia of data warehousing and mining, 2e, IGI Global, QA 76.9 D37 E52 2009
J. Wang (ed.) (2006) Encyclopedia of data warehousing and mining, IGI Global, QA 76.9 D37 E52 2006
G. Xu, L. Li (eds.) (2013) Social media mining and social network analysis: emerging research, IGI Global, HM 742 S6282 2013
Q. Zhang, R.S. Segall, M. Cao (eds.) (2011) Visual analytics and interactive technologies: data, text, and web mining applications, IGI Global