Anderson is now fully fit and available to Howe.
Howe said: "He is getting there, he looks stronger and more robust.
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"He has trained well the last two weeks. He is a really talented player. I want to see him do well for the remainder of the season."
On catching seventh-place West Ham, he added: "We want to be closing that gap. They have done well, they are a dangerous team.
"We are back at home, we left on a good note in our last game against Wolves and we are desperate to carry that on again. This is a home game, expectation will be on us, so we will attack the game in the way we know we can."