@conference {92, title = {Independence-based MAP for Markov networks structure discovery}, booktitle = {23rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI)}, year = {2011}, month = {11/2013}, publisher = {IEEE}, organization = {IEEE}, author = {Bromberg, F. and Schl{\"u}ter, F. and Edera, A.} } @conference {86, title = {Learning Markov networks with context-specific independences}, booktitle = {IEEE 25th International Conference on Tools with Artificial Intelligence (ICTAI)}, year = {2013}, month = {Nov}, keywords = {Algorithm design and analysis, Complexity theory, conditional independences, Context, Context modeling, context-specific independences, CSPC algorithm, Encoding, independence relations, independence-based, independence-based algorithms, independence-based learning approach, Inference algorithms, learning (artificial intelligence), learning structures, log-linear model, machine learning, Markov network structure, Markov networks, Markov processes, Markov random fields, network theory (graphs), Structure learning, undirected graph}, doi = {10.1109/ICTAI.2013.88}, author = {Edera, A. and Schl{\"u}ter, F. and Bromberg, F.} }