Matches in SemOpenAlex for { <https://semopenalex.org/work/W4210242600> ?p ?o ?g. }
- W4210242600 abstract "Deep learning on graphs has become one of the hottest topics in machine learning. The book consists of four parts to best accommodate our readers with diverse backgrounds and purposes of reading. Part 1 introduces basic concepts of graphs and deep learning; Part 2 discusses the most established methods from the basic to advanced settings; Part 3 presents the most typical applications including natural language processing, computer vision, data mining, biochemistry and healthcare; and Part 4 describes advances of methods and applications that tend to be important and promising for future research. The book is self-contained, making it accessible to a broader range of readers including (1) senior undergraduate and graduate students; (2) practitioners and project managers who want to adopt graph neural networks into their products and platforms; and (3) researchers without a computer science background who want to use graph neural networks to advance their disciplines." @default.
- W4210242600 created "2022-02-08" @default.
- W4210242600 creator A5025048437 @default.
- W4210242600 creator A5040639891 @default.
- W4210242600 date "2021-09-02" @default.
- W4210242600 modified "2023-10-04" @default.
- W4210242600 title "Deep Learning on Graphs" @default.
- W4210242600 cites W107619411 @default.
- W4210242600 cites W140777655 @default.
- W4210242600 cites W1498436455 @default.
- W4210242600 cites W1529533208 @default.
- W4210242600 cites W1966553486 @default.
- W4210242600 cites W1970913835 @default.
- W4210242600 cites W1978710835 @default.
- W4210242600 cites W1979112316 @default.
- W4210242600 cites W1979584682 @default.
- W4210242600 cites W1992184506 @default.
- W4210242600 cites W1995341919 @default.
- W4210242600 cites W2001141328 @default.
- W4210242600 cites W2008857988 @default.
- W4210242600 cites W2019512103 @default.
- W4210242600 cites W2020652789 @default.
- W4210242600 cites W2022704179 @default.
- W4210242600 cites W2024218614 @default.
- W4210242600 cites W2025158524 @default.
- W4210242600 cites W2040870580 @default.
- W4210242600 cites W2046253692 @default.
- W4210242600 cites W2053081145 @default.
- W4210242600 cites W2053186076 @default.
- W4210242600 cites W2054141820 @default.
- W4210242600 cites W2062797058 @default.
- W4210242600 cites W2064675550 @default.
- W4210242600 cites W2069351567 @default.
- W4210242600 cites W2070232376 @default.
- W4210242600 cites W2073415627 @default.
- W4210242600 cites W2076977679 @default.
- W4210242600 cites W2079272365 @default.
- W4210242600 cites W2086254934 @default.
- W4210242600 cites W2087547434 @default.
- W4210242600 cites W2090891622 @default.
- W4210242600 cites W2095016473 @default.
- W4210242600 cites W2097308346 @default.
- W4210242600 cites W2101491865 @default.
- W4210242600 cites W2105464873 @default.
- W4210242600 cites W2114051435 @default.
- W4210242600 cites W2116341502 @default.
- W4210242600 cites W2117354486 @default.
- W4210242600 cites W2119571791 @default.
- W4210242600 cites W2121947440 @default.
- W4210242600 cites W2127771490 @default.
- W4210242600 cites W2127800791 @default.
- W4210242600 cites W2135957668 @default.
- W4210242600 cites W2137175628 @default.
- W4210242600 cites W2142517301 @default.
- W4210242600 cites W2144994235 @default.
- W4210242600 cites W2145578524 @default.
- W4210242600 cites W2147152072 @default.
- W4210242600 cites W2151936673 @default.
- W4210242600 cites W2153959628 @default.
- W4210242600 cites W2154454189 @default.
- W4210242600 cites W2157331557 @default.
- W4210242600 cites W2161984370 @default.
- W4210242600 cites W2167868121 @default.
- W4210242600 cites W2168013545 @default.
- W4210242600 cites W2181072414 @default.
- W4210242600 cites W2183341477 @default.
- W4210242600 cites W2184957013 @default.
- W4210242600 cites W2194775991 @default.
- W4210242600 cites W2294347342 @default.
- W4210242600 cites W2341430361 @default.
- W4210242600 cites W2341865734 @default.
- W4210242600 cites W2387462954 @default.
- W4210242600 cites W2393319904 @default.
- W4210242600 cites W2394932179 @default.
- W4210242600 cites W2399101711 @default.
- W4210242600 cites W2399927549 @default.
- W4210242600 cites W2408567027 @default.
- W4210242600 cites W2409645877 @default.
- W4210242600 cites W2415243320 @default.
- W4210242600 cites W2469279958 @default.
- W4210242600 cites W2508137831 @default.
- W4210242600 cites W2564737579 @default.
- W4210242600 cites W2577283662 @default.
- W4210242600 cites W2583302591 @default.
- W4210242600 cites W2595947069 @default.
- W4210242600 cites W2600702321 @default.
- W4210242600 cites W2604314403 @default.
- W4210242600 cites W2604942799 @default.
- W4210242600 cites W2606202972 @default.
- W4210242600 cites W2607500032 @default.
- W4210242600 cites W2612872092 @default.
- W4210242600 cites W2623187518 @default.
- W4210242600 cites W2743104969 @default.
- W4210242600 cites W2744080778 @default.
- W4210242600 cites W2767500585 @default.
- W4210242600 cites W2770250693 @default.
- W4210242600 cites W2786016794 @default.
- W4210242600 cites W2787612455 @default.
- W4210242600 cites W2787927827 @default.
- W4210242600 cites W2788103932 @default.