Koutra, Danai; Faloutsos, Christos Individual and collective graph mining. Principles, algorithms, and applications. (English) Zbl 06806673 Synthesis Lectures on Data Mining and Knowledge Discovery 14. San Rafael, CA: Morgan & Claypool Publishers (ISBN 978-1-68173-247-3/hbk; 978-1-68173-039-4/pbk; 978-1-68173-040-0/ebook). xi, 194 p. (2018). MSC: 68-02 05-02 68R10 05C85 05C90 68P05 05C82 PDFBibTeX XMLCite \textit{D. Koutra} and \textit{C. Faloutsos}, Individual and collective graph mining. Principles, algorithms, and applications. San Rafael, CA: Morgan \& Claypool Publishers (2018; Zbl 06806673) Full Text: DOI
Papalexakis, Evangelos E.; Mitchell, Tom M.; Sidiropoulos, Nicholas D.; Faloutsos, Christos; Talukdar, Partha Pratim; Murphy, Brian Turbo-SMT: parallel coupled sparse matrix-tensor factorizations and applications. (English) Zbl 07260595 Stat. Anal. Data Min. 9, No. 4, 269-290 (2016). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{E. E. Papalexakis} et al., Stat. Anal. Data Min. 9, No. 4, 269--290 (2016; Zbl 07260595) Full Text: DOI Link
Koutra, Danai; Kang, U.; Vreeken, Jilles; Faloutsos, Christos Summarizing and understanding large graphs. (English) Zbl 07260433 Stat. Anal. Data Min. 8, No. 3, 183-202 (2015). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{D. Koutra} et al., Stat. Anal. Data Min. 8, No. 3, 183--202 (2015; Zbl 07260433) Full Text: DOI arXiv
Navlakha, Saket; Faloutsos, Christos; Bar-Joseph, Ziv MassExodus: modeling evolving networks in harsh environments. (English) Zbl 1405.68251 Data Min. Knowl. Discov. 29, No. 5, 1211-1232 (2015). MSC: 68R10 05C82 68W15 90B10 90B18 92C42 PDFBibTeX XMLCite \textit{S. Navlakha} et al., Data Min. Knowl. Discov. 29, No. 5, 1211--1232 (2015; Zbl 1405.68251) Full Text: DOI
Leskovec, Jure; Chakrabarti, Deepayan; Kleinberg, Jon; Faloutsos, Christos; Ghahramani, Zoubin Kronecker graphs: an approach to modeling networks. (English) Zbl 1242.05256 J. Mach. Learn. Res. 11, 985-1042 (2010). MSC: 05C82 05C85 68R10 PDFBibTeX XMLCite \textit{J. Leskovec} et al., J. Mach. Learn. Res. 11, 985--1042 (2010; Zbl 1242.05256) Full Text: arXiv Link
Sun, Jimeng; Xie, Yinglian; Zhang, Hui; Faloutsos, Christos Less is more: sparse graph mining with compact matrix decomposition. (English) Zbl 07260179 Stat. Anal. Data Min. 1, No. 1, 6-22 (2008). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{J. Sun} et al., Stat. Anal. Data Min. 1, No. 1, 6--22 (2008; Zbl 07260179) Full Text: DOI
Tong, Hanghang; Faloutsos, Christos; Pan, Jia-Yu Random walk with restart: fast solutions and applications. (English) Zbl 1161.68701 Knowl. Inf. Syst. 14, No. 3, 327-346 (2008). MSC: 68R10 68W05 PDFBibTeX XML Full Text: DOI
de Sousa, Elaine P. M.; Traina, Agma J. M.; Traina, Caetano jun.; Faloutsos, Christos Measuring evolving data streams’ behavior through their intrinsic dimension. (English) Zbl 1119.68361 New Generation Comput. 25, No. 1, 33-59 (2007). MSC: 68P15 68P05 PDFBibTeX XMLCite \textit{E. P. M. de Sousa} et al., New Generation Comput. 25, No. 1, 33--59 (2007; Zbl 1119.68361) Full Text: DOI
Wong, Angeline; Wu, Leejay; Gibbons, Phillip B.; Faloutsos, Christos Fast estimation of fractal dimension and correlation integral on stream data. (English) Zbl 1173.68873 Inf. Process. Lett. 93, No. 2, 91-97 (2005). MSC: 68W25 68P15 68W20 PDFBibTeX XMLCite \textit{A. Wong} et al., Inf. Process. Lett. 93, No. 2, 91--97 (2005; Zbl 1173.68873) Full Text: DOI
Kumaraswamy, Krishna; Megalooikonomou, Vasileios; Faloutsos, Christos Fractal dimension and vector quantization. (English) Zbl 1178.68200 Inf. Process. Lett. 91, No. 3, 107-113 (2004). MSC: 68P15 PDFBibTeX XMLCite \textit{K. Kumaraswamy} et al., Inf. Process. Lett. 91, No. 3, 107--113 (2004; Zbl 1178.68200) Full Text: DOI
Palmer, Christopher R.; Faloutsos, Christos Electricity based external similarity of categorical attributes. (English) Zbl 1032.68623 Whang, Kyu-Young (ed.) et al., Advances in knowledge discovery and data mining. 7th Pacific-Asia conference, PAKDD 2003, Seoul, Korea, April 30 - May 2, 2003. Proceedings. Berlin: Springer. Lect. Notes Comput. Sci. 2637, 486-500 (2003). MSC: 68P15 68P20 68T05 PDFBibTeX XMLCite \textit{C. R. Palmer} and \textit{C. Faloutsos}, Lect. Notes Comput. Sci. 2637, 486--500 (2003; Zbl 1032.68623) Full Text: Link
Kang, Myoung-Ah; Faloutsos, Christos; Laurini, Robert; Servigne, Sylvie Indexing values in continuous field databases. (English) Zbl 1054.68788 Jensen, Christian S. (ed.) et al., Advances in database technology - EDBT 2002. 8th international conference on extending database technology, Prague, Czech Republic, March 25-27, 2002. Proceedings. Berlin: Springer (ISBN 3-540-43324-4). Lect. Notes Comput. Sci. 2287, 197-214 (2002). MSC: 68U99 68P15 PDFBibTeX XMLCite \textit{M.-A. Kang} et al., Lect. Notes Comput. Sci. 2287, 197--214 (2002; Zbl 1054.68788) Full Text: Link
Pan, Jia-Yu; Faloutsos, Christos VideoCube: A novel tool for video mining and classification. (English) Zbl 1031.68859 Lim, Ee-Peng (ed.) et al., Digital libraries: People, knowledge, and technology. 5th international conference on Asian digital libraries, ICADL 2002, Singapore, December 11-14, 2002. Proceedings. Berlin: Springer. Lect. Notes Comput. Sci. 2555, 194-205 (2002). MSC: 68U99 68U35 68P20 68T05 PDFBibTeX XMLCite \textit{J.-Y. Pan} and \textit{C. Faloutsos}, Lect. Notes Comput. Sci. 2555, 194--205 (2002; Zbl 1031.68859) Full Text: Link
Wang, Mengzhi; Ailamaki, Anastassia; Faloutsos, Christos Capturing the spatio-temporal behavior of real traffic data. (English) Zbl 1043.68013 Perform. Eval. 49, No. 1-4, 147-163 (2002). MSC: 68M10 PDFBibTeX XMLCite \textit{M. Wang} et al., Perform. Eval. 49, No. 1--4, 147--163 (2002; Zbl 1043.68013) Full Text: DOI
Triantafillou, Peter; Faloutsos, Christos Overlay striping and optimal parallel I/O for modern applications. (English) Zbl 0896.68013 Parallel Comput. 24, No. 1, 21-43 (1998). MSC: 68M99 PDFBibTeX XMLCite \textit{P. Triantafillou} and \textit{C. Faloutsos}, Parallel Comput. 24, No. 1, 21--43 (1998; Zbl 0896.68013) Full Text: DOI
Faloutsos, Christos; Kamel, Ibrahim Relaxing the uniformity and independence assumptions using the concept of fractal dimension. (English) Zbl 0889.68050 J. Comput. Syst. Sci. 55, No. 2, 229-240 (1997). MSC: 68P15 PDFBibTeX XMLCite \textit{C. Faloutsos} and \textit{I. Kamel}, J. Comput. Syst. Sci. 55, No. 2, 229--240 (1997; Zbl 0889.68050) Full Text: DOI
Zaniola, Carlo; Ceri, Stefano; Faloutsos, Christos; Snodgrass, Richard T.; Subrahmanian, V. S.; Zicari, Roberto Advanced database systems. (English) Zbl 0877.68037 San Francisco, CA: Morgan Kaufmann Publ. xvii, 574 p. (1997). Reviewer: J.Pokorny (Praha) MSC: 68P15 68-01 PDFBibTeX XMLCite \textit{C. Zaniola} et al., Advanced database systems. San Francisco, CA: Morgan Kaufmann Publ. (1997; Zbl 0877.68037)
Faloutsos, Christos Searching multimedia databases by content. (English) Zbl 0876.68032 The Kluwer International Series on Advances in Database Systems. 3. Boston, MA: Kluwer Academic Publishers. xii, 155 p. (1996). Reviewer: I.Gârbacea (Sunnyvale) MSC: 68P15 68-01 68P10 PDFBibTeX XMLCite \textit{C. Faloutsos}, Searching multimedia databases by content. Boston, MA: Kluwer Academic Publishers (1996; Zbl 0876.68032)
Faloutsos, Christos; Ng, Raymond; Sellis, Timos Flexible and adaptable buffer management techniques for database management systems. (English) Zbl 1062.68552 IEEE Trans. Comput. 44, No. 4, 546-560 (1995). MSC: 68P15 68N25 68M20 PDFBibTeX XMLCite \textit{C. Faloutsos} et al., IEEE Trans. Comput. 44, No. 4, 546--560 (1995; Zbl 1062.68552) Full Text: DOI Link
Manolopoulos, Yannis; Faloutsos, Christos Analysis for the end of block wasted space. (English) Zbl 0711.68014 BIT 30, No. 4, 620-630 (1990). MSC: 68M20 68P20 PDFBibTeX XMLCite \textit{Y. Manolopoulos} and \textit{C. Faloutsos}, BIT 30, No. 4, 620--630 (1990; Zbl 0711.68014) Full Text: DOI
Faloutsos, Christos Signature files: An integrated access method for text and attributes, suitable for optical disk storage. (English) Zbl 0709.68589 BIT 28, No. 4, 736-754 (1988). MSC: 68-XX PDFBibTeX XMLCite \textit{C. Faloutsos}, BIT 28, No. 4, 736--754 (1988; Zbl 0709.68589) Full Text: DOI
Faloutsos, Christos Gray codes for partial match and range queries. (English) Zbl 0659.68125 IEEE Trans. Softw. Eng. 14, No. 10, 1381-1393 (1988). MSC: 68P20 68P10 94B25 PDFBibTeX XMLCite \textit{C. Faloutsos}, IEEE Trans. Softw. Eng. 14, No. 10, 1381--1393 (1988; Zbl 0659.68125) Full Text: DOI