Troubles with Failing I2C Sensors

I'll get myself a diode along with some decoupling caps! Do you have a recommendation for the most wire-efficient setup? My current method of daisy-chaining the sensor slaves together uses fewer wires, but obviously has technical drawbacks. With 4 inputs on each sensor and 36 sensors, I'm looking at a pretty hefty ribbon cable or many twisted pair cables.