9 AUGMENTED OPERATION: A NATIVELY INTEGRATED ECOSYSTEM FOR PROACTIVE COLLISION PREVENTION AND AUTONOMOUS INTERVENTION IN DEEP MINING O. Sandoval, S. Mazzini, G. Martinez, V. Franco 106 DATA-DRIVEN DECISION MAKING AND VALUE CHAIN OPTIMIZATION IN UNDERGROUND MINING: A DESWIK MDM CASE STUDY AT NEXA RESOURCES ARIPUANÃ *V.R.N. Cordeiro1, W.B.R. Espejo1 114 AUTOMATED GEOPHYSICAL PATTERN RECOGNITION FOR MINERAL EXPLORATION: CASE STUDY OF CARAJÁS, BRAZIL USING IOCG DEPOSITS Sofia Mantilla Salas1**, Pablo Mejia-Herrera2, Jonas Kloeckner1, Adel Asadi1 David Zhen1,Jef Caers1 124 GEOLITHAI AS AN AI-ASSISTED WORKFLOW FOR LITHOLOGICAL RECOGNITION AND GRADE CONTROL OPTIMIZATION IN AN UNDERGROUND PERUVIAN MINE M. Vallejo Pablo1 134 PREDICTION OF PORPHYRY-TYPE DEPOSIT OCCURRENCE IN YUKON (CANADA) USING CONVOLUTIONAL VARIATIONAL AUTOENCODERS (VAE-CNN) *N.H. Berrospi1 141 AN INTEGRATED MACHINE LEARNING (ML) WORKFLOW IN R FOR PREDICTIVE MINERAL EXPLORATION *C. Fernández1, A. Otiniano2, J. Andrade3 152 SMART TARGET DETECTION IN MINERAL EXPLORATION: HARNESSING AI UNDER UNCERTAINTY *B. Sadeghi1 162 HIGH-CONFIDENCE AND EFFICIENT DRILL PROGRAMS FOR EXPANSION AND BROWNFIELDS EXPLORATION USING ASSAY DATA AND LITHOLOGICAL LOGGING USING MACHINE LEARNING; DATA EVALUATION TECHNIQUES, PRACTICAL INPUT DATA CONSTRUCTION, AND METRICS FOR PRECISION TARGETING * Farzi Yusufali¹, Julia Oliveira² 170 AI FOR LEACHATE DATA PROCESSING AND BARREL TEST GEOCHEMISTRY *L. Barba 1, G. Mallén 2, M. Téllez 3, C. Tueros4, L. Casadiegos5 184 GEA AI: UNLOCKING HIDDEN VALUE IN COMPLEX SILVER DEPOSITS THROUGH A HYBRID GEOSTATISTICAL-MACHINE LEARNING FRAMEWORK POWERED BY RUST Maycol Jhonatan Benavides Sánchez 194 OPERATIONAL ELASTICITY ASSESSMENT BETWEEN MECHANICAL AVAILABILITY AND UTILIZATION OF LONG-HOLE DRILLING JUMBOS IN AN UNDERGROUND MINE *J.P. Cortez1, M.D. Zuñiga2, L.A. Huaira3 201
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