diff --git a/.travis.yml b/.travis.yml
index c293742..79e11f0 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -32,6 +32,12 @@ matrix:
     env:
       TOOLCHAIN=NATIVE
       TARGET=x86_64-windows
+      CMAKE_GENERATOR="Visual Studio 14 2015 Win64"
+  - os: windows
+    env:
+      TOOLCHAIN=NATIVE
+      TARGET=x86_64-windows
+      CMAKE_GENERATOR="Visual Studio 15 2017 Win64"
   - os: linux-ppc64le
     compiler: gcc
     env:
diff --git a/scripts/run_integration.sh b/scripts/run_integration.sh
index 322cf4c..8cd7fd8 100755
--- a/scripts/run_integration.sh
+++ b/scripts/run_integration.sh
@@ -88,7 +88,7 @@ function integrate() {
   esac
 
   # Generating CMake configuration
-  cmake -H. -B"${BUILD_DIR}" ${DEFAULT_CMAKE_ARGS} ${CMAKE_ADDITIONAL_ARGS}
+  cmake -H. -B"${BUILD_DIR}" ${DEFAULT_CMAKE_ARGS} ${CMAKE_ADDITIONAL_ARGS} -G"${CMAKE_GENERATOR:-Unix Makefiles}"
 
   # Building
   cmake --build "${BUILD_DIR}" ${CMAKE_BUILD_ARGS}