On the state of the art in machine learning: A personal review Export

@article{citeulike:995527, abstract = {This paper reviews a number of recent books related to current developments in machine learning. Some (anticipated) trends will be sketched. These include: a trend towards combining approaches that were hitherto regarded as distinct and were studied by separate research communities; a trend towards a more prominent role of representation; and a tighter integration of machine learning techniques with techniques from areas of application such as bioinformatics. The intended readership has some knowledge of what machine learning is about, but brief tutorial introductions to some of the more specialist research areas will also be given.}, author = {Flach, P.}, citeulike-article-id = {995527}, citeulike-linkout-0 = {http://dx.doi.org/10.1016/S0004-3702(01)00125-4}, citeulike-linkout-1 = {http://linkinghub.elsevier.com/retrieve/pii/S0004-3702(01)00125-4}, citeulike-linkout-2 = {http://www.sciencedirect.com/science/article/B6TYF-43XH0RN-7/2/8cf8ef60662e3ae86edd2be0caa142d8}, comment = {A field review of different books on Machine Learning.}, doi = {10.1016/S0004-3702(01)00125-4}, issn = {00043702}, journal = {Artificial Intelligence}, keywords = {artificial\_intelligence, field\_review, machine\_learning}, month = {September}, number = {1-2}, pages = {199--222}, posted-at = {2006-12-14 20:06:25}, priority = {2}, title = {On the state of the art in machine learning: A personal review}, url = {http://dx.doi.org/10.1016/S0004-3702(01)00125-4}, volume = {131}, year = {2001} }

TY - JOUR ID - citeulike:995527 L3 - citeulike-article-id:995527 N2 - This paper reviews a number of recent books related to current developments in machine learning. Some (anticipated) trends will be sketched. These include: a trend towards combining approaches that were hitherto regarded as distinct and were studied by separate research communities; a trend towards a more prominent role of representation; and a tighter integration of machine learning techniques with techniques from areas of application such as bioinformatics. The intended readership has some knowledge of what machine learning is about, but brief tutorial introductions to some of the more specialist research areas will also be given. IS - 1-2 JF - Artificial Intelligence SN - 00043702 EP - 222 TI - On the state of the art in machine learning: A personal review VL - 131 SP - 199 KW - artificial_intelligence KW - field_review KW - machine_learning N1 - A field review of different books on Machine Learning. AU - Flach, P PY - 2001/09// UR - http://dx.doi.org/10.1016/S0004-3702(01)00125-4 ER -